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ORCIDBibTeX records: Yang Yu 0001
@article{DBLP:journals/fcsc/JiaZXPZY24,
author = {Chengxing Jia and
Fuxiang Zhang and
Tian Xu and
Jing{-}Cheng Pang and
Zongzhang Zhang and
Yang Yu},
title = {Model gradient: unified model and policy learning in model-based reinforcement
learning},
journal = {Frontiers Comput. Sci.},
volume = {18},
number = {4},
pages = {184339},
year = {2024},
url = {https://doi.org/10.1007/s11704-023-3150-5},
doi = {10.1007/S11704-023-3150-5},
timestamp = {Sun, 14 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/JiaZXPZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/YuanCZY24,
author = {Lei Yuan and
Feng Chen and
Zongzhang Zhang and
Yang Yu},
title = {Communication-robust multi-agent learning by adaptable auxiliary multi-agent
adversary generation},
journal = {Frontiers Comput. Sci.},
volume = {18},
number = {6},
year = {2024},
url = {https://doi.org/10.1007/s11704-023-2733-5},
doi = {10.1007/S11704-023-2733-5},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/YuanCZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/YangWYZU24,
author = {Ming Yang and
Yiming Wang and
Yang Yu and
Mingliang Zhou and
Leong Hou U},
title = {MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic
Light Control},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {2},
pages = {2653--2661},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3296910},
doi = {10.1109/TII.2023.3296910},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/YangWYZU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Chen0LDZYZ24,
author = {Chao Chen and
Jiacheng Xu and
Weijian Liao and
Hao Ding and
Zongzhang Zhang and
Yang Yu and
Rui Zhao},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Focus-Then-Decide: Segmentation-Assisted Reinforcement Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {11240--11248},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.29002},
doi = {10.1609/AAAI.V38I10.29002},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Chen0LDZYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoWCKZ024,
author = {Chenxiao Gao and
Chenyang Wu and
Mingjun Cao and
Rui Kong and
Zongzhang Zhang and
Yang Yu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{ACT:} Empowering Decision Transformer with Dynamic Programming via
Advantage Conditioning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12127--12135},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29101},
doi = {10.1609/AAAI.V38I11.29101},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoWCKZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouGZ024,
author = {Renzhe Zhou and
Chenxiao Gao and
Zongzhang Zhang and
Yang Yu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Generalizable Task Representation Learning for Offline Meta-Reinforcement
Learning with Data Limitations},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {17132--17140},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29658},
doi = {10.1609/AAAI.V38I15.29658},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouGZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14427,
author = {Zhi{-}Hao Tan and
Jian{-}Dong Liu and
Xiao{-}Dong Bi and
Peng Tan and
Qin{-}Cheng Zheng and
Hai{-}Tian Liu and
Yi Xie and
Xiao{-}Chuan Zou and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Beimingwu: {A} Learnware Dock System},
journal = {CoRR},
volume = {abs/2401.14427},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14427},
doi = {10.48550/ARXIV.2401.14427},
eprinttype = {arXiv},
eprint = {2401.14427},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03719,
author = {Jing{-}Cheng Pang and
Heng{-}Bo Fan and
Pengyuan Wang and
Jiahao Xiao and
Nan Tang and
Si{-}Hang Yang and
Chengxing Jia and
Sheng{-}Jun Huang and
Yang Yu},
title = {Empowering Language Models with Active Inquiry for Deeper Understanding},
journal = {CoRR},
volume = {abs/2402.03719},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03719},
doi = {10.48550/ARXIV.2402.03719},
eprinttype = {arXiv},
eprint = {2402.03719},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11317,
author = {Xinyu Zhang and
Wenjie Qiu and
Yi{-}Chen Li and
Lei Yuan and
Chengxing Jia and
Zongzhang Zhang and
Yang Yu},
title = {Debiased Offline Representation Learning for Fast Online Adaptation
in Non-stationary Dynamics},
journal = {CoRR},
volume = {abs/2402.11317},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11317},
doi = {10.48550/ARXIV.2402.11317},
eprinttype = {arXiv},
eprint = {2402.11317},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07261,
author = {Chengxing Jia and
Fuxiang Zhang and
Yi{-}Chen Li and
Chenxiao Gao and
Xu{-}Hui Liu and
Lei Yuan and
Zongzhang Zhang and
Yang Yu},
title = {Disentangling Policy from Offline Task Representation Learning via
Adversarial Data Augmentation},
journal = {CoRR},
volume = {abs/2403.07261},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07261},
doi = {10.48550/ARXIV.2403.07261},
eprinttype = {arXiv},
eprint = {2403.07261},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YangZYYLG23,
author = {Hua Yang and
Minghao Zhao and
Lei Yuan and
Yang Yu and
Zhenhua Li and
Ming Gu},
title = {Memory-efficient Transformer-based network model for Traveling Salesman
Problem},
journal = {Neural Networks},
volume = {161},
pages = {589--597},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.02.014},
doi = {10.1016/J.NEUNET.2023.02.014},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/YangZYYLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenLYLQSY23,
author = {Xiong{-}Hui Chen and
Fan{-}Ming Luo and
Yang Yu and
Qingyang Li and
Zhiwei Qin and
Wenjie Shang and
Jieping Ye},
title = {Offline Model-Based Adaptable Policy Learning for Decision-Making
in Out-of-Support Regions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {15260--15274},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3317131},
doi = {10.1109/TPAMI.2023.3317131},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ChenLYLQSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuzhangPGLSZLDZ23,
author = {Guangda Huzhang and
Zhen{-}Jia Pang and
Yongqing Gao and
Yawen Liu and
Weijie Shen and
Wen{-}Ji Zhou and
Qianying Lin and
Qing Da and
Anxiang Zeng and
Han Yu and
Yang Yu and
Zhi{-}Hua Zhou},
title = {AliExpress Learning-to-Rank: Maximizing Online Model Performance Without
Going Online},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {1214--1226},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3098898},
doi = {10.1109/TKDE.2021.3098898},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HuzhangPGLSZLDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangYJ23,
author = {Han Wang and
Yang Yu and
Yuan Jiang},
title = {Fully Decentralized Multiagent Communication via Causal Inference},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {12},
pages = {10193--10202},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3165114},
doi = {10.1109/TNNLS.2022.3165114},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangYJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/ZhaoPYX23,
author = {Hang Zhao and
Zherong Pan and
Yang Yu and
Kai Xu},
title = {Learning Physically Realizable Skills for Online Packing of General
3D Shapes},
journal = {{ACM} Trans. Graph.},
volume = {42},
number = {5},
pages = {165:1--165:21},
year = {2023},
url = {https://doi.org/10.1145/3603544},
doi = {10.1145/3603544},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/ZhaoPYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/00010WYYZ23,
author = {Yang Yu and
Qi Liu and
Likang Wu and
Runlong Yu and
Sanshi Lei Yu and
Zaixi Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Untargeted Attack against Federated Recommendation Systems via Poisonous
Item Embeddings and the Defense},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4854--4863},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25611},
doi = {10.1609/AAAI.V37I4.25611},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/00010WYYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiaoZ023,
author = {Weijian Liao and
Zongzhang Zhang and
Yang Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Policy-Independent Behavioral Metric-Based Representation for Deep
Reinforcement Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {8746--8754},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26052},
doi = {10.1609/AAAI.V37I7.26052},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiaoZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuanZ0YCGL0023,
author = {Lei Yuan and
Ziqian Zhang and
Ke Xue and
Hao Yin and
Feng Chen and
Cong Guan and
Lihe Li and
Chao Qian and
Yang Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary
Adversarial Attackers},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11753--11762},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26388},
doi = {10.1609/AAAI.V37I10.26388},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuanZ0YCGL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenWMZ023,
author = {Chao Chen and
Dawei Wang and
Feng Mao and
Zongzhang Zhang and
Yang Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Deep Anomaly Detection and Search via Reinforcement Learning (Student
Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16180--16181},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26950},
doi = {10.1609/AAAI.V37I13.26950},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenWMZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiSZMZ023,
author = {Yi{-}Chen Li and
Wen{-}Jie Shen and
Boyu Zhang and
Feng Mao and
Zongzhang Zhang and
Yang Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Learning Generalizable Batch Active Learning Strategies via Deep Q-networks
(Student Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16258--16259},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26989},
doi = {10.1609/AAAI.V37I13.26989},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiSZMZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangYMZ0L23,
author = {Aoran Wang and
Hongyang Yang and
Feng Mao and
Zongzhang Zhang and
Yang Yu and
Xiaoyang Liu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Anti-drifting Feature Selection via Deep Reinforcement Learning (Student
Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16356--16357},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.27038},
doi = {10.1609/AAAI.V37I13.27038},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangYMZ0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouZ023,
author = {Renzhe Zhou and
Zongzhang Zhang and
Yang Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Model-Based Offline Weighted Policy Optimization (Student Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16392--16393},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.27056},
doi = {10.1609/AAAI.V37I13.27056},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ZhangCY0Z23,
author = {Shaowei Zhang and
Jiahan Cao and
Lei Yuan and
Yang Yu and
De{-}Chuan Zhan},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Self-Motivated Multi-Agent Exploration},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {476--484},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598673},
doi = {10.5555/3545946.3598673},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/ZhangCY0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiuXZLJ0Z023,
author = {Xu{-}Hui Liu and
Feng Xu and
Xinyu Zhang and
Tianyuan Liu and
Shengyi Jiang and
Ruifeng Chen and
Zongzhang Zhang and
Yang Yu},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {How To Guide Your Learner: Imitation Learning with Active Adaptive
Expert Involvement},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1276--1284},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598773},
doi = {10.5555/3545946.3598773},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LiuXZLJ0Z023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dai2/YuanLZCZG0Z23,
author = {Lei Yuan and
Lihe Li and
Ziqian Zhang and
Feng Chen and
Tianyi Zhang and
Cong Guan and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Learning to Coordinate with Anyone},
booktitle = {The Fifth International Conference on Distributed Artificial Intelligence,
{DAI} 2023, Singapore, 30 November 2023 - 3 December 2023},
pages = {4:1--4:9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3627676.3627678},
doi = {10.1145/3627676.3627678},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dai2/YuanLZCZG0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LuQWLZZ023,
author = {Huakang Lu and
Hong Qian and
Yupeng Wu and
Ziqi Liu and
Ya{-}Lin Zhang and
Aimin Zhou and
Yang Yu},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Degradation-Resistant Offline Optimization via Accumulative Risk Control},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1609--1616},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230443},
doi = {10.3233/FAIA230443},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/LuQWLZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenH0LQSYM23,
author = {Xiong{-}Hui Chen and
Bowei He and
Yang Yu and
Qingyang Li and
Zhiwei Tony Qin and
Wenjie Shang and
Jieping Ye and
Chen Ma},
title = {Sim2Rec: {A} Simulator-based Decision-making Approach to Optimize
Real-World Long-term User Engagement in Sequential Recommender Systems},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3389--3402},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00260},
doi = {10.1109/ICDE55515.2023.00260},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ChenH0LQSYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangJLY0Z23,
author = {Fuxiang Zhang and
Chengxing Jia and
Yi{-}Chen Li and
Lei Yuan and
Yang Yu and
Zongzhang Zhang},
title = {Discovering Generalizable Multi-agent Coordination Skills from Multi-task
Offline Data},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=53FyUAdP7d},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangJLY0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RanLZZ023,
author = {Yuhang Ran and
Yi{-}Chen Li and
Fuxiang Zhang and
Zongzhang Zhang and
Yang Yu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Policy Regularization with Dataset Constraint for Offline Reinforcement
Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28701--28717},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ran23a.html},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RanLZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/PangYCY0MGYH23,
author = {Jing{-}Cheng Pang and
Si{-}Hang Yang and
Xiong{-}Hui Chen and
Xinyu Yang and
Yang Yu and
Mas Ma and
Ziqi Guo and
Howard Yang and
Bill Huang},
title = {Object-Oriented Option Framework for Robotics Manipulation in Clutter},
booktitle = {{IROS}},
pages = {1230--1237},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10342335},
doi = {10.1109/IROS55552.2023.10342335},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/PangYCY0MGYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0003CZYZ023,
author = {Jiacheng Xu and
Chao Chen and
Fuxiang Zhang and
Lei Yuan and
Zongzhang Zhang and
Yang Yu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Internal Logical Induction for Pixel-Symbolic Reinforcement Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2825--2837},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599393},
doi = {10.1145/3580305.3599393},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0003CZYZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Chen0ZYCWWQWDH23,
author = {Xiong{-}Hui Chen and
Yang Yu and
Zhengmao Zhu and
Zhihua Yu and
Zhenjun Chen and
Chenghe Wang and
Yinan Wu and
Rong{-}Jun Qin and
Hongqiu Wu and
Ruijin Ding and
Fangsheng Huang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Adversarial Counterfactual Environment Model Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/df927a06a0d9f5f06d9cd4a91ce58e56-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Chen0ZYCWWQWDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiXQ0L23,
author = {Ziniu Li and
Tian Xu and
Zeyu Qin and
Yang Yu and
Zhi{-}Quan Luo},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Imitation Learning from Imperfection: Theoretical Justifications and
Algorithms},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3af25aa3de8b7b02ddbd1b6be5031be8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiXQ0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuHZTG0023,
author = {Yuren Liu and
Biwei Huang and
Zhengmao Zhu and
Hong{-}Long Tian and
Mingming Gong and
Yang Yu and
Kun Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning World Models with Identifiable Factorization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/65496a4902252d301cdf219339bfbf9e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuHZTG0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PangYYC023,
author = {Jing{-}Cheng Pang and
Xinyu Yang and
Si{-}Hang Yang and
Xiong{-}Hui Chen and
Yang Yu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Natural Language Instruction-following with Task-related Language
Development and Translation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1dc2fe8d9ae956616f86bab3ce5edc59-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PangYYC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuL0L23,
author = {Tian Xu and
Ziniu Li and
Yang Yu and
Zhi{-}Quan Luo},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Provably Efficient Adversarial Imitation Learning with Unknown Transitions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2367--2378},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xu23c.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/XuL0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangYL0JG0023,
author = {Ziqian Zhang and
Lei Yuan and
Lihe Li and
Ke Xue and
Chengxing Jia and
Cong Guan and
Chao Qian and
Yang Yu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fast Teammate Adaptation in the Presence of Sudden Policy Change},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2465--2476},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangYL0JG0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02083,
author = {Shaowei Zhang and
Jiahan Cao and
Lei Yuan and
Yang Yu and
De{-}Chuan Zhan},
title = {Self-Motivated Multi-Agent Exploration},
journal = {CoRR},
volume = {abs/2301.02083},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02083},
doi = {10.48550/ARXIV.2301.02083},
eprinttype = {arXiv},
eprint = {2301.02083},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11687,
author = {Ziniu Li and
Tian Xu and
Yang Yu and
Zhi{-}Quan Luo},
title = {Theoretical Analysis of Offline Imitation With Supplementary Dataset},
journal = {CoRR},
volume = {abs/2301.11687},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11687},
doi = {10.48550/ARXIV.2301.11687},
eprinttype = {arXiv},
eprint = {2301.11687},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09368,
author = {Jing{-}Cheng Pang and
Xinyu Yang and
Si{-}Hang Yang and
Yang Yu},
title = {Natural Language-conditioned Reinforcement Learning with Inside-out
Task Language Development and Translation},
journal = {CoRR},
volume = {abs/2302.09368},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09368},
doi = {10.48550/ARXIV.2302.09368},
eprinttype = {arXiv},
eprint = {2302.09368},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09605,
author = {Cong Guan and
Feng Chen and
Lei Yuan and
Zongzhang Zhang and
Yang Yu},
title = {Efficient Communication via Self-supervised Information Aggregation
for Online and Offline Multi-agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2302.09605},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09605},
doi = {10.48550/ARXIV.2302.09605},
eprinttype = {arXiv},
eprint = {2302.09605},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02073,
author = {Xu{-}Hui Liu and
Feng Xu and
Xinyu Zhang and
Tianyuan Liu and
Shengyi Jiang and
Ruifeng Chen and
Zongzhang Zhang and
Yang Yu},
title = {How To Guide Your Learner: Imitation Learning with Active Adaptive
Expert Involvement},
journal = {CoRR},
volume = {abs/2303.02073},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02073},
doi = {10.48550/ARXIV.2303.02073},
eprinttype = {arXiv},
eprint = {2303.02073},
timestamp = {Sun, 14 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05458,
author = {Zheng{-}Mao Zhu and
Yu{-}Ren Liu and
Hong{-}Long Tian and
Yang Yu and
Kun Zhang},
title = {Beware of Instantaneous Dependence in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2303.05458},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05458},
doi = {10.48550/ARXIV.2303.05458},
eprinttype = {arXiv},
eprint = {2303.05458},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04832,
author = {Xiong{-}Hui Chen and
Bowei He and
Yang Yu and
Qingyang Li and
Zhiwei Tony Qin and
Wenjie Shang and
Jieping Ye and
Chen Ma},
title = {Sim2Rec: {A} Simulator-based Decision-making Approach to Optimize
Real-World Long-term User Engagement in Sequential Recommender Systems},
journal = {CoRR},
volume = {abs/2305.04832},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04832},
doi = {10.48550/ARXIV.2305.04832},
eprinttype = {arXiv},
eprint = {2305.04832},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05116,
author = {Lei Yuan and
Feng Chen and
Zongzhang Zhang and
Yang Yu},
title = {Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent
Adversary Generation},
journal = {CoRR},
volume = {abs/2305.05116},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05116},
doi = {10.48550/ARXIV.2305.05116},
eprinttype = {arXiv},
eprint = {2305.05116},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05909,
author = {Lei Yuan and
Ziqian Zhang and
Ke Xue and
Hao Yin and
Feng Chen and
Cong Guan and
Lihe Li and
Chao Qian and
Yang Yu},
title = {Robust multi-agent coordination via evolutionary generation of auxiliary
adversarial attackers},
journal = {CoRR},
volume = {abs/2305.05909},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05909},
doi = {10.48550/ARXIV.2305.05909},
eprinttype = {arXiv},
eprint = {2305.05909},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05911,
author = {Ziqian Zhang and
Lei Yuan and
Lihe Li and
Ke Xue and
Chengxing Jia and
Cong Guan and
Chao Qian and
Yang Yu},
title = {Fast Teammate Adaptation in the Presence of Sudden Policy Change},
journal = {CoRR},
volume = {abs/2305.05911},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05911},
doi = {10.48550/ARXIV.2305.05911},
eprinttype = {arXiv},
eprint = {2305.05911},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13936,
author = {Lei Yuan and
Tao Jiang and
Lihe Li and
Feng Chen and
Zongzhang Zhang and
Yang Yu},
title = {Robust Multi-agent Communication via Multi-view Message Certification},
journal = {CoRR},
volume = {abs/2305.13936},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13936},
doi = {10.48550/ARXIV.2305.13936},
eprinttype = {arXiv},
eprint = {2305.13936},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13937,
author = {Lei Yuan and
Lihe Li and
Ziqian Zhang and
Fuxiang Zhang and
Cong Guan and
Yang Yu},
title = {Multi-agent Continual Coordination via Progressive Task Contextualization},
journal = {CoRR},
volume = {abs/2305.13937},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13937},
doi = {10.48550/ARXIV.2305.13937},
eprinttype = {arXiv},
eprint = {2305.13937},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14483,
author = {Jing{-}Cheng Pang and
Pengyuan Wang and
Kaiyuan Li and
Xiong{-}Hui Chen and
Jiacheng Xu and
Zongzhang Zhang and
Yang Yu},
title = {Language Model Self-improvement by Reinforcement Learning Contemplation},
journal = {CoRR},
volume = {abs/2305.14483},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14483},
doi = {10.48550/ARXIV.2305.14483},
eprinttype = {arXiv},
eprint = {2305.14483},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06561,
author = {Yu{-}Ren Liu and
Biwei Huang and
Zheng{-}Mao Zhu and
Hong{-}Long Tian and
Mingming Gong and
Yang Yu and
Kun Zhang},
title = {Learning World Models with Identifiable Factorization},
journal = {CoRR},
volume = {abs/2306.06561},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06561},
doi = {10.48550/ARXIV.2306.06561},
eprinttype = {arXiv},
eprint = {2306.06561},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06563,
author = {Tian Xu and
Ziniu Li and
Yang Yu and
Zhi{-}Quan Luo},
title = {Provably Efficient Adversarial Imitation Learning with Unknown Transitions},
journal = {CoRR},
volume = {abs/2306.06563},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06563},
doi = {10.48550/ARXIV.2306.06563},
eprinttype = {arXiv},
eprint = {2306.06563},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06569,
author = {Yuhang Ran and
Yi{-}Chen Li and
Fuxiang Zhang and
Zongzhang Zhang and
Yang Yu},
title = {Policy Regularization with Dataset Constraint for Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2306.06569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06569},
doi = {10.48550/ARXIV.2306.06569},
eprinttype = {arXiv},
eprint = {2306.06569},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05915,
author = {Chenxiao Gao and
Chenyang Wu and
Mingjun Cao and
Rui Kong and
Zongzhang Zhang and
Yang Yu},
title = {{ACT:} Empowering Decision Transformer with Dynamic Programming via
Advantage Conditioning},
journal = {CoRR},
volume = {abs/2309.05915},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05915},
doi = {10.48550/ARXIV.2309.05915},
eprinttype = {arXiv},
eprint = {2309.05915},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12633,
author = {Lei Yuan and
Lihe Li and
Ziqian Zhang and
Feng Chen and
Tianyi Zhang and
Cong Guan and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Learning to Coordinate with Anyone},
journal = {CoRR},
volume = {abs/2309.12633},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12633},
doi = {10.48550/ARXIV.2309.12633},
eprinttype = {arXiv},
eprint = {2309.12633},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05422,
author = {Fan{-}Ming Luo and
Tian Xu and
Xingchen Cao and
Yang Yu},
title = {Reward-Consistent Dynamics Models are Strongly Generalizable for Offline
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2310.05422},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05422},
doi = {10.48550/ARXIV.2310.05422},
eprinttype = {arXiv},
eprint = {2310.05422},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05712,
author = {Xiong{-}Hui Chen and
Junyin Ye and
Hang Zhao and
Yi{-}Chen Li and
Haoran Shi and
Yu{-}Yan Xu and
Zhihao Ye and
Si{-}Hang Yang and
Anqi Huang and
Kai Xu and
Zongzhang Zhang and
Yang Yu},
title = {Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable
Environments},
journal = {CoRR},
volume = {abs/2310.05712},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05712},
doi = {10.48550/ARXIV.2310.05712},
eprinttype = {arXiv},
eprint = {2310.05712},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00416,
author = {Cong Guan and
Lichao Zhang and
Chunpeng Fan and
Yichen Li and
Feng Chen and
Lihe Li and
Yunjia Tian and
Lei Yuan and
Yang Yu},
title = {Efficient Human-AI Coordination via Preparatory Language-based Convention},
journal = {CoRR},
volume = {abs/2311.00416},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00416},
doi = {10.48550/ARXIV.2311.00416},
eprinttype = {arXiv},
eprint = {2311.00416},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01058,
author = {Lei Yuan and
Ziqian Zhang and
Lihe Li and
Cong Guan and
Yang Yu},
title = {A Survey of Progress on Cooperative Multi-agent Reinforcement Learning
in Open Environment},
journal = {CoRR},
volume = {abs/2312.01058},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01058},
doi = {10.48550/ARXIV.2312.01058},
eprinttype = {arXiv},
eprint = {2312.01058},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15909,
author = {Renzhe Zhou and
Chenxiao Gao and
Zongzhang Zhang and
Yang Yu},
title = {Generalizable Task Representation Learning for Offline Meta-Reinforcement
Learning with Data Limitations},
journal = {CoRR},
volume = {abs/2312.15909},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15909},
doi = {10.48550/ARXIV.2312.15909},
eprinttype = {arXiv},
eprint = {2312.15909},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/LiuHQQY22,
author = {Yu{-}Ren Liu and
Yi{-}Qi Hu and
Hong Qian and
Chao Qian and
Yang Yu},
title = {ZOOpt: a toolbox for derivative-free optimization},
journal = {Sci. China Inf. Sci.},
volume = {65},
number = {10},
year = {2022},
url = {https://doi.org/10.1007/s11432-021-3416-y},
doi = {10.1007/S11432-021-3416-Y},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/LiuHQQY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/LiuPMWYL22,
author = {Ruo{-}Ze Liu and
Zhen{-}Jia Pang and
Zhou{-}Yu Meng and
Wenhai Wang and
Yang Yu and
Tong Lu},
title = {On Efficient Reinforcement Learning for Full-length Game of StarCraft
{II}},
journal = {J. Artif. Intell. Res.},
volume = {75},
pages = {213--260},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13743},
doi = {10.1613/JAIR.1.13743},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/LiuPMWYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangLY22,
author = {Yi{-}Feng Zhang and
Fan{-}Ming Luo and
Yang Yu},
title = {Improve generated adversarial imitation learning with reward variance
regularization},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {977--995},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06083-7},
doi = {10.1007/S10994-021-06083-7},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HuLLY22,
author = {Yi{-}Qi Hu and
Xu{-}Hui Liu and
Shu{-}Qiao Li and
Yang Yu},
title = {Cascaded Algorithm Selection With Extreme-Region {UCB} Bandit},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6782--6794},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3094844},
doi = {10.1109/TPAMI.2021.3094844},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/HuLLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XuLY22,
author = {Tian Xu and
Ziniu Li and
Yang Yu},
title = {Error Bounds of Imitating Policies and Environments for Reinforcement
Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6968--6980},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3096966},
doi = {10.1109/TPAMI.2021.3096966},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/XuLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/LiuGJYPXWL22,
author = {Ruo{-}Ze Liu and
Haifeng Guo and
Xiaozhong Ji and
Yang Yu and
Zhen{-}Jia Pang and
Zitai Xiao and
Yuzhou Wu and
Tong Lu},
title = {Efficient Reinforcement Learning for StarCraft by Abstract Forward
Models and Transfer Learning},
journal = {{IEEE} Trans. Games},
volume = {14},
number = {2},
pages = {294--307},
year = {2022},
url = {https://doi.org/10.1109/TG.2021.3071162},
doi = {10.1109/TG.2021.3071162},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/LiuGJYPXWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JinXWZZTY22,
author = {Xin Jin and
Yanping Xie and
Xiu{-}Shen Wei and
Borui Zhao and
Yongshun Zhang and
Xiaoyang Tan and
Yang Yu},
title = {A Lightweight Encoder-Decoder Path for Deep Residual Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {2},
pages = {866--878},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3029613},
doi = {10.1109/TNNLS.2020.3029613},
timestamp = {Sun, 12 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/JinXWZZTY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuoJ0ZZ22,
author = {Fan{-}Ming Luo and
Shengyi Jiang and
Yang Yu and
Zongzhang Zhang and
Yi{-}Feng Zhang},
title = {Adapt to Environment Sudden Changes by Learning a Context Sensitive
Policy},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7637--7646},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20730},
doi = {10.1609/AAAI.V36I7.20730},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LuoJ0ZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuJL0Z22,
author = {Zheng{-}Mao Zhu and
Shengyi Jiang and
Yu{-}Ren Liu and
Yang Yu and
Kun Zhang},
title = {Invariant Action Effect Model for Reinforcement Learning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9260--9268},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20913},
doi = {10.1609/AAAI.V36I8.20913},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuJL0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuanWZWZ0Z22,
author = {Lei Yuan and
Jianhao Wang and
Fuxiang Zhang and
Chenghe Wang and
Zongzhang Zhang and
Yang Yu and
Chongjie Zhang},
title = {Multi-Agent Incentive Communication via Decentralized Teammate Modeling},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9466--9474},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21179},
doi = {10.1609/AAAI.V36I9.21179},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuanWZWZ0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscloud/YuJYGZ22,
author = {Yang Yu and
Rui Jin and
Hao Yin and
Keke Gai and
Zijian Zhang},
title = {A Searchable Re-encryption-based Scheme for Massive Data Transactions},
booktitle = {9th {IEEE} International Conference on Cyber Security and Cloud Computing,
CSCloud 2022/8th {IEEE} International Conference on Edge Computing
and Scalable Cloud, EdgeCom 2022, Xi'an, China, June 25-27, 2022},
pages = {135--140},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CSCloud-EdgeCom54986.2022.00032},
doi = {10.1109/CSCLOUD-EDGECOM54986.2022.00032},
timestamp = {Thu, 11 Aug 2022 08:52:15 +0200},
biburl = {https://dblp.org/rec/conf/cscloud/YuJYGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00010DY0Z22,
author = {Tonghan Wang and
Liang Zeng and
Weijun Dong and
Qianlan Yang and
Yang Yu and
Chongjie Zhang},
title = {Context-Aware Sparse Deep Coordination Graphs},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=wQfgfb8VKTn},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00010DY0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiZWYZ22,
author = {Siyuan Li and
Jin Zhang and
Jianhao Wang and
Yang Yu and
Chongjie Zhang},
title = {Active Hierarchical Exploration with Stable Subgoal Representation
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=sNuFKTMktcY},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiZWYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoY022,
author = {Hang Zhao and
Yang Yu and
Kai Xu},
title = {Learning Efficient Online 3D Bin Packing on Packing Configuration
Trees},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=bfuGjlCwAq},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QianLSZ022,
author = {Hong Qian and
Xu{-}Hui Liu and
Chen{-}Xi Su and
Aimin Zhou and
Yang Yu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {The Teaching Dimension of Regularized Kernel Learners},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17984--18002},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/qian22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/QianLSZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XueYZ022,
author = {Di Xue and
Lei Yuan and
Zongzhang Zhang and
Yang Yu},
editor = {Luc De Raedt},
title = {Efficient Multi-Agent Communication via Shapley Message Value},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {578--584},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/82},
doi = {10.24963/IJCAI.2022/82},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XueYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuanWWZCGZZY22,
author = {Lei Yuan and
Chenghe Wang and
Jianhao Wang and
Fuxiang Zhang and
Feng Chen and
Cong Guan and
Zongzhang Zhang and
Chongjie Zhang and
Yang Yu},
editor = {Luc De Raedt},
title = {Multi-Agent Concentrative Coordination with Decentralized Task Representation},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {599--605},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/85},
doi = {10.24963/IJCAI.2022/85},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuanWWZCGZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001XYL0Z022,
author = {Ke Xue and
Jiacheng Xu and
Lei Yuan and
Miqing Li and
Chao Qian and
Zongzhang Zhang and
Yang Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Multi-agent Dynamic Algorithm Configuration},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7f02b39c0424cc4a422994289ca03e46-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001XYL0Z022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuanCYWYZ022,
author = {Cong Guan and
Feng Chen and
Lei Yuan and
Chenghe Wang and
Hao Yin and
Zongzhang Zhang and
Yang Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficient Multi-agent Communication via Self-supervised Information
Aggregation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/075b2875e2b671ddd74aeec0ac9f0357-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuanCYWYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinZGCL0022,
author = {Rongjun Qin and
Xingyuan Zhang and
Songyi Gao and
Xiong{-}Hui Chen and
Zewen Li and
Weinan Zhang and
Yang Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {NeoRL: {A} Near Real-World Benchmark for Offline Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9cd828eb8dc81a84fb6bf89a94263e1b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinZGCL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLZY22,
author = {Chenyang Wu and
Tianci Li and
Zongzhang Zhang and
Yang Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Bayesian Optimistic Optimization: Optimistic Exploration for Model-based
Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5bcb807ae43ad0851a6ba6162a866404-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuLZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2022-1,
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13280},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05933-9},
doi = {10.1007/978-3-031-05933-9},
isbn = {978-3-031-05932-2},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2022-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2022-2,
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13281},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05936-0},
doi = {10.1007/978-3-031-05936-0},
isbn = {978-3-031-05935-3},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2022-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2022-3,
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13282},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05981-0},
doi = {10.1007/978-3-031-05981-0},
isbn = {978-3-031-05980-3},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2022-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02468,
author = {Ziniu Li and
Tian Xu and
Yang Yu and
Zhi{-}Quan Luo},
title = {Rethinking ValueDice: Does It Really Improve Performance?},
journal = {CoRR},
volume = {abs/2202.02468},
year = {2022},
url = {https://arxiv.org/abs/2202.02468},
eprinttype = {arXiv},
eprint = {2202.02468},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04482,
author = {Rongjun Qin and
Feng Chen and
Tonghan Wang and
Lei Yuan and
Xiaoran Wu and
Zongzhang Zhang and
Chongjie Zhang and
Yang Yu},
title = {Multi-Agent Policy Transfer via Task Relationship Modeling},
journal = {CoRR},
volume = {abs/2203.04482},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04482},
doi = {10.48550/ARXIV.2203.04482},
eprinttype = {arXiv},
eprint = {2203.04482},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11489,
author = {Ziniu Li and
Tian Xu and
Yang Yu},
title = {A Note on Target Q-learning For Solving Finite MDPs with {A} Generative
Oracle},
journal = {CoRR},
volume = {abs/2203.11489},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11489},
doi = {10.48550/ARXIV.2203.11489},
eprinttype = {arXiv},
eprint = {2203.11489},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00238,
author = {Fan{-}Ming Luo and
Xingchen Cao and
Yang Yu},
title = {Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble},
journal = {CoRR},
volume = {abs/2206.00238},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00238},
doi = {10.48550/ARXIV.2206.00238},
eprinttype = {arXiv},
eprint = {2206.00238},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01474,
author = {Zheng{-}Mao Zhu and
Xiong{-}Hui Chen and
Hong{-}Long Tian and
Kun Zhang and
Yang Yu},
title = {Offline Reinforcement Learning with Causal Structured World Models},
journal = {CoRR},
volume = {abs/2206.01474},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01474},
doi = {10.48550/ARXIV.2206.01474},
eprinttype = {arXiv},
eprint = {2206.01474},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02000,
author = {Xue{-}Kun Jin and
Xu{-}Hui Liu and
Shengyi Jiang and
Yang Yu},
title = {Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2206.02000},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02000},
doi = {10.48550/ARXIV.2206.02000},
eprinttype = {arXiv},
eprint = {2206.02000},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04890,
author = {Xiong{-}Hui Chen and
Yang Yu and
Zheng{-}Mao Zhu and
Zhihua Yu and
Zhenjun Chen and
Chenghe Wang and
Yinan Wu and
Hongqiu Wu and
Rong{-}Jun Qin and
Ruijin Ding and
Fangsheng Huang},
title = {Adversarial Counterfactual Environment Model Learning},
journal = {CoRR},
volume = {abs/2206.04890},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04890},
doi = {10.48550/ARXIV.2206.04890},
eprinttype = {arXiv},
eprint = {2206.04890},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09328,
author = {Fan{-}Ming Luo and
Tian Xu and
Hang Lai and
Xiong{-}Hui Chen and
Weinan Zhang and
Yang Yu},
title = {A Survey on Model-based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2206.09328},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09328},
doi = {10.48550/ARXIV.2206.09328},
eprinttype = {arXiv},
eprint = {2206.09328},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01899,
author = {Tian Xu and
Ziniu Li and
Yang Yu and
Zhi{-}Quan Luo},
title = {Understanding Adversarial Imitation Learning in Small Sample Regime:
{A} Stage-coupled Analysis},
journal = {CoRR},
volume = {abs/2208.01899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01899},
doi = {10.48550/ARXIV.2208.01899},
eprinttype = {arXiv},
eprint = {2208.01899},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04957,
author = {Ke Xue and
Yutong Wang and
Lei Yuan and
Cong Guan and
Chao Qian and
Yang Yu},
title = {Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution},
journal = {CoRR},
volume = {abs/2208.04957},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04957},
doi = {10.48550/ARXIV.2208.04957},
eprinttype = {arXiv},
eprint = {2208.04957},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09452,
author = {Rong{-}Jun Qin and
Fan{-}Ming Luo and
Hong Qian and
Yang Yu},
title = {Unified Policy Optimization for Continuous-action Reinforcement Learning
in Non-stationary Tasks and Games},
journal = {CoRR},
volume = {abs/2208.09452},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09452},
doi = {10.48550/ARXIV.2208.09452},
eprinttype = {arXiv},
eprint = {2208.09452},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11553,
author = {Ruo{-}Ze Liu and
Zhen{-}Jia Pang and
Zhou{-}Yu Meng and
Wenhai Wang and
Yang Yu and
Tong Lu},
title = {On Efficient Reinforcement Learning for Full-length Game of StarCraft
{II}},
journal = {CoRR},
volume = {abs/2209.11553},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11553},
doi = {10.48550/ARXIV.2209.11553},
eprinttype = {arXiv},
eprint = {2209.11553},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05662,
author = {Zhengbang Zhu and
Rongjun Qin and
Junjie Huang and
Xinyi Dai and
Yang Yu and
Yong Yu and
Weinan Zhang},
title = {Understanding or Manipulation: Rethinking Online Performance Gains
of Modern Recommender Systems},
journal = {CoRR},
volume = {abs/2210.05662},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05662},
doi = {10.48550/ARXIV.2210.05662},
eprinttype = {arXiv},
eprint = {2210.05662},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06835,
author = {Ke Xue and
Jiacheng Xu and
Lei Yuan and
Miqing Li and
Chao Qian and
Zongzhang Zhang and
Yang Yu},
title = {Multi-agent Dynamic Algorithm Configuration},
journal = {CoRR},
volume = {abs/2210.06835},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06835},
doi = {10.48550/ARXIV.2210.06835},
eprinttype = {arXiv},
eprint = {2210.06835},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02094,
author = {Hang Zhao and
Zherong Pan and
Yang Yu and
Kai Xu},
title = {Learning Physically Realizable Skills for Online Packing of General
3D Shapes},
journal = {CoRR},
volume = {abs/2212.02094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02094},
doi = {10.48550/ARXIV.2212.02094},
eprinttype = {arXiv},
eprint = {2212.02094},
timestamp = {Sat, 03 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05399,
author = {Yang Yu and
Qi Liu and
Likang Wu and
Runlong Yu and
Sanshi Lei Yu and
Zaixi Zhang},
title = {Untargeted Attack against Federated Recommendation Systems via Poisonous
Item Embeddings and the Defense},
journal = {CoRR},
volume = {abs/2212.05399},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05399},
doi = {10.48550/ARXIV.2212.05399},
eprinttype = {arXiv},
eprint = {2212.05399},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ZengYDZYZM21,
author = {Anxiang Zeng and
Han Yu and
Qing Da and
Yusen Zhan and
Yang Yu and
Jingren Zhou and
Chunyan Miao},
title = {Improving Search Engine Efficiency through Contextual Factor Selection},
journal = {{AI} Mag.},
volume = {42},
number = {2},
pages = {50--58},
year = {2021},
url = {https://doi.org/10.1609/aimag.v42i2.15099},
doi = {10.1609/AIMAG.V42I2.15099},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/ZengYDZYZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/QianBYTY21,
author = {Chao Qian and
Chao Bian and
Yang Yu and
Ke Tang and
Xin Yao},
title = {Analysis of Noisy Evolutionary Optimization When Sampling Fails},
journal = {Algorithmica},
volume = {83},
number = {4},
pages = {940--975},
year = {2021},
url = {https://doi.org/10.1007/s00453-019-00666-6},
doi = {10.1007/S00453-019-00666-6},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithmica/QianBYTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/Bian00T21,
author = {Chao Bian and
Chao Qian and
Yang Yu and
Ke Tang},
title = {On the robustness of median sampling in noisy evolutionary optimization},
journal = {Sci. China Inf. Sci.},
volume = {64},
number = {5},
year = {2021},
url = {https://doi.org/10.1007/s11432-020-3114-y},
doi = {10.1007/S11432-020-3114-Y},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/Bian00T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fac/BuLXQHYCL21,
author = {Lei Bu and
Yongjuan Liang and
Zhunyi Xie and
Hong Qian and
Yi{-}Qi Hu and
Yang Yu and
Xin Chen and
Xuandong Li},
title = {Machine learning steered symbolic execution framework for complex
software code},
journal = {Formal Aspects Comput.},
volume = {33},
number = {3},
pages = {301--323},
year = {2021},
url = {https://doi.org/10.1007/s00165-021-00538-3},
doi = {10.1007/S00165-021-00538-3},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fac/BuLXQHYCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShangLQ0MY21,
author = {Wenjie Shang and
Qingyang Li and
Zhiwei (Tony) Qin and
Yang Yu and
Yiping Meng and
Jieping Ye},
title = {Partially observable environment estimation with uplift inference
for reinforcement learning based recommendation},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2603--2640},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-05969-w},
doi = {10.1007/S10994-021-05969-W},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShangLQ0MY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EscalanteYTPQYH21,
author = {Hugo Jair Escalante and
Quanming Yao and
Wei{-}Wei Tu and
Nelishia Pillay and
Rong Qu and
Yang Yu and
Neil Houlsby},
title = {Guest Editorial: Automated Machine Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {9},
pages = {2887--2890},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2021.3077106},
doi = {10.1109/TPAMI.2021.3077106},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/EscalanteYTPQYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuKYKZ00L21,
author = {Chenyang Wu and
Rui Kong and
Guoyu Yang and
Xianghan Kong and
Zongzhang Zhang and
Yang Yu and
Dong Li and
Wulong Liu},
title = {{LB-DESPOT:} Efficient Online {POMDP} Planning Considering Lower Bound
in Action Selection (Student Abstract)},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {15927--15928},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i18.17960},
doi = {10.1609/AAAI.V35I18.17960},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuKYKZ00L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuJYZYLLL21,
author = {Feng Xu and
Shengyi Jiang and
Hao Yin and
Zongzhang Zhang and
Yang Yu and
Ming Li and
Dong Li and
Wulong Liu},
title = {Enhancing Context-Based Meta-Reinforcement Learning Algorithms via
An Efficient Task Encoder (Student Abstract)},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {15937--15938},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i18.17965},
doi = {10.1609/AAAI.V35I18.17965},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuJYZYLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangRLYZ21,
author = {Jianhao Wang and
Zhizhou Ren and
Terry Liu and
Yang Yu and
Chongjie Zhang},
title = {{QPLEX:} Duplex Dueling Multi-Agent Q-Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Rcmk0xxIQV},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/WangRLYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001Q0021,
author = {Chao Bian and
Chao Qian and
Frank Neumann and
Yang Yu},
editor = {Zhi{-}Hua Zhou},
title = {Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2191--2197},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/302},
doi = {10.24963/IJCAI.2021/302},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/0001Q0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShenYHGHY21,
author = {Weijie Shen and
Lei Yuan and
Junfu Huang and
Songyi Gao and
Yuyang Huang and
Yang Yu},
title = {Sequential and Dynamic constraint Contrastive Learning for Reinforcement
Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533984},
doi = {10.1109/IJCNN52387.2021.9533984},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ShenYHGHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenYLLQSY21,
author = {Xiong{-}Hui Chen and
Yang Yu and
Qingyang Li and
Fan{-}Ming Luo and
Zhiwei (Tony) Qin and
Wenjie Shang and
Jieping Ye},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Offline Model-based Adaptable Policy Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8432--8443},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/470e7a4f017a5476afb7eeb3f8b96f9b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenYLLQSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenJXZY21,
author = {Xiong{-}Hui Chen and
Shengyi Jiang and
Feng Xu and
Zongzhang Zhang and
Yang Yu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12520--12532},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/68264bdb65b97eeae6788aa3348e553c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenJXZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuXPJXY21,
author = {Xu{-}Hui Liu and
Zhenghai Xue and
Jing{-}Cheng Pang and
Shengyi Jiang and
Feng Xu and
Yang Yu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Regret Minimization Experience Replay in Off-Policy Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17604--17615},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/931af583573227f0220bc568c65ce104-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuXPJXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuYZYLLH21,
author = {Chenyang Wu and
Guoyu Yang and
Zongzhang Zhang and
Yang Yu and
Dong Li and
Wulong Liu and
Jianye Hao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adaptive Online Packing-guided Search for POMDPs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28419--28430},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ef41d488755367316f04fc0e0e9dc9fc-Abstract.html},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuYZYLLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00714,
author = {Rongjun Qin and
Songyi Gao and
Xingyuan Zhang and
Zhen Xu and
Shengkai Huang and
Zewen Li and
Weinan Zhang and
Yang Yu},
title = {NeoRL: {A} Near Real-World Benchmark for Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.00714},
year = {2021},
url = {https://arxiv.org/abs/2102.00714},
eprinttype = {arXiv},
eprint = {2102.00714},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05710,
author = {Hong Qian and
Yang Yu},
title = {Derivative-Free Reinforcement Learning: {A} Review},
journal = {CoRR},
volume = {abs/2102.05710},
year = {2021},
url = {https://arxiv.org/abs/2102.05710},
eprinttype = {arXiv},
eprint = {2102.05710},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06890,
author = {Ruo{-}Ze Liu and
Wenhai Wang and
Yanjie Shen and
Zhiqi Li and
Yang Yu and
Tong Lu},
title = {An Introduction of mini-AlphaStar},
journal = {CoRR},
volume = {abs/2104.06890},
year = {2021},
url = {https://arxiv.org/abs/2104.06890},
eprinttype = {arXiv},
eprint = {2104.06890},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07253,
author = {Zhenghai Xue and
Xu{-}Hui Liu and
Jing{-}Cheng Pang and
Shengyi Jiang and
Feng Xu and
Yang Yu},
title = {Regret Minimization Experience Replay},
journal = {CoRR},
volume = {abs/2105.07253},
year = {2021},
url = {https://arxiv.org/abs/2105.07253},
eprinttype = {arXiv},
eprint = {2105.07253},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08666,
author = {Jing{-}Cheng Pang and
Tian Xu and
Shengyi Jiang and
Yu{-}Ren Liu and
Yang Yu},
title = {Sparsity Prior Regularized Q-learning for Sparse Action Tasks},
journal = {CoRR},
volume = {abs/2105.08666},
year = {2021},
url = {https://arxiv.org/abs/2105.08666},
eprinttype = {arXiv},
eprint = {2105.08666},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02886,
author = {Tonghan Wang and
Liang Zeng and
Weijun Dong and
Qianlan Yang and
Yang Yu and
Chongjie Zhang},
title = {Context-Aware Sparse Deep Coordination Graphs},
journal = {CoRR},
volume = {abs/2106.02886},
year = {2021},
url = {https://arxiv.org/abs/2106.02886},
eprinttype = {arXiv},
eprint = {2106.02886},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10424,
author = {Tian Xu and
Ziniu Li and
Yang Yu},
title = {Nearly Minimax Optimal Adversarial Imitation Learning with Known and
Unknown Transitions},
journal = {CoRR},
volume = {abs/2106.10424},
year = {2021},
url = {https://arxiv.org/abs/2106.10424},
eprinttype = {arXiv},
eprint = {2106.10424},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07693,
author = {Yongqing Gao and
Guangda Huzhang and
Weijie Shen and
Yawen Liu and
Wen{-}Ji Zhou and
Qing Da and
Dan Shen and
Yang Yu},
title = {Imitate TheWorld: {A} Search Engine Simulation Platform},
journal = {CoRR},
volume = {abs/2107.07693},
year = {2021},
url = {https://arxiv.org/abs/2107.07693},
eprinttype = {arXiv},
eprint = {2107.07693},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06898,
author = {Zhao{-}Hua Li and
Yang Yu and
Yingfeng Chen and
Ke Chen and
Zhipeng Hu and
Changjie Fan},
title = {Neural-to-Tree Policy Distillation with Policy Improvement Criterion},
journal = {CoRR},
volume = {abs/2108.06898},
year = {2021},
url = {https://arxiv.org/abs/2108.06898},
eprinttype = {arXiv},
eprint = {2108.06898},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12508,
author = {Jiahan Cao and
Lei Yuan and
Jianhao Wang and
Shaowei Zhang and
Chongjie Zhang and
Yang Yu and
De{-}Chuan Zhan},
title = {{LINDA:} Multi-Agent Local Information Decomposition for Awareness
of Teammates},
journal = {CoRR},
volume = {abs/2109.12508},
year = {2021},
url = {https://arxiv.org/abs/2109.12508},
eprinttype = {arXiv},
eprint = {2109.12508},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13964,
author = {Qixin Zhang and
Wenbing Ye and
Zaiyi Chen and
Haoyuan Hu and
Enhong Chen and
Yang Yu},
title = {Online Allocation with Two-sided Resource Constraints},
journal = {CoRR},
volume = {abs/2112.13964},
year = {2021},
url = {https://arxiv.org/abs/2112.13964},
eprinttype = {arXiv},
eprint = {2112.13964},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/HuY20,
author = {Yi{-}Qi Hu and
Yang Yu},
title = {A technical view on neural architecture search},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {11},
number = {4},
pages = {795--811},
year = {2020},
url = {https://doi.org/10.1007/s13042-020-01062-1},
doi = {10.1007/S13042-020-01062-1},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/HuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BianQTY20,
author = {Chao Bian and
Chao Qian and
Ke Tang and
Yang Yu},
title = {Running time analysis of the {(1+1)-EA} for robust linear optimization},
journal = {Theor. Comput. Sci.},
volume = {843},
pages = {57--72},
year = {2020},
url = {https://doi.org/10.1016/j.tcs.2020.07.001},
doi = {10.1016/J.TCS.2020.07.001},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BianQTY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BianF0020,
author = {Chao Bian and
Chao Feng and
Chao Qian and
Yang Yu},
title = {An Efficient Evolutionary Algorithm for Subset Selection with General
Cost Constraints},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3267--3274},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5726},
doi = {10.1609/AAAI.V34I04.5726},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BianF0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/0016CLSGF020,
author = {Meng Wang and
Yingfeng Chen and
Tangjie Lv and
Yan Song and
Kai Guan and
Changjie Fan and
Yang Yu},
title = {Reinforcement Learning with Action-Specific Focuses in Video Games},
booktitle = {{IEEE} Conference on Games, CoG 2020, Osaka, Japan, August 24-27,
2020},
pages = {9--16},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CoG47356.2020.9231608},
doi = {10.1109/COG47356.2020.9231608},
timestamp = {Tue, 27 Oct 2020 11:26:32 +0100},
biburl = {https://dblp.org/rec/conf/cig/0016CLSGF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HuLYYL20,
author = {Yi{-}Qi Hu and
Zelin Liu and
Hua Yang and
Yang Yu and
Yunfeng Liu},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Derivative-Free Optimization with Adaptive Experience for Efficient
Hyper-Parameter Tuning},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1207--1214},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200220},
doi = {10.3233/FAIA200220},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/HuLYYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangP020,
author = {Shengyi Jiang and
Jing{-}Cheng Pang and
Yang Yu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Offline Imitation Learning with a Misspecified Simulator},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/60cb558c40e4f18479664069d9642d5a-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JiangP020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuLY20,
author = {Tian Xu and
Ziniu Li and
Yang Yu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Error Bounds of Imitating Policies and Environments},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/b5c01503041b70d41d80e3dbe31bbd8c-Abstract.html},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dai2/2020,
editor = {Matthew E. Taylor and
Yang Yu and
Edith Elkind and
Yang Gao},
title = {Distributed Artificial Intelligence - Second International Conference,
{DAI} 2020, Nanjing, China, October 24-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12547},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64096-5},
doi = {10.1007/978-3-030-64096-5},
isbn = {978-3-030-64095-8},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dai2/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02080,
author = {Wen{-}Ji Zhou and
Yang Yu},
title = {Temporal-adaptive Hierarchical Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.02080},
year = {2020},
url = {https://arxiv.org/abs/2002.02080},
eprinttype = {arXiv},
eprint = {2002.02080},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00497,
author = {Chao Wang and
Ruo{-}Ze Liu and
Han{-}Jia Ye and
Yang Yu},
title = {Novelty-Prepared Few-Shot Classification},
journal = {CoRR},
volume = {abs/2003.00497},
year = {2020},
url = {https://arxiv.org/abs/2003.00497},
eprinttype = {arXiv},
eprint = {2003.00497},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11941,
author = {Guangda Huzhang and
Zhen{-}Jia Pang and
Yongqing Gao and
Wen{-}Ji Zhou and
Qing Da and
Anxiang Zeng and
Yang Yu},
title = {Validation Set Evaluation can be Wrong: An Evaluator-Generator Approach
for Maximizing Online Performance of Ranking in E-commerce},
journal = {CoRR},
volume = {abs/2003.11941},
year = {2020},
url = {https://arxiv.org/abs/2003.11941},
eprinttype = {arXiv},
eprint = {2003.11941},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01062,
author = {Jianhao Wang and
Zhizhou Ren and
Terry Liu and
Yang Yu and
Chongjie Zhang},
title = {{QPLEX:} Duplex Dueling Multi-Agent Q-Learning},
journal = {CoRR},
volume = {abs/2008.01062},
year = {2020},
url = {https://arxiv.org/abs/2008.01062},
eprinttype = {arXiv},
eprint = {2008.01062},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11876,
author = {Tian Xu and
Ziniu Li and
Yang Yu},
title = {Error Bounds of Imitating Policies and Environments},
journal = {CoRR},
volume = {abs/2010.11876},
year = {2020},
url = {https://arxiv.org/abs/2010.11876},
eprinttype = {arXiv},
eprint = {2010.11876},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/ZhouYQ19,
author = {Zhi{-}Hua Zhou and
Yang Yu and
Chao Qian},
title = {Evolutionary Learning: Advances in Theories and Algorithms},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-981-13-5956-9},
doi = {10.1007/978-981-13-5956-9},
isbn = {978-981-13-5955-2},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/ZhouYQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QianYTYZ19,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Maximizing submodular or monotone approximately submodular functions
by multi-objective evolutionary algorithms},
journal = {Artif. Intell.},
volume = {275},
pages = {279--294},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2019.06.005},
doi = {10.1016/J.ARTINT.2019.06.005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/QianYTYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Hu0TYCD19,
author = {Yi{-}Qi Hu and
Yang Yu and
Wei{-}Wei Tu and
Qiang Yang and
Yuqiang Chen and
Wenyuan Dai},
title = {Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series
Expansion},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3846--3853},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013846},
doi = {10.1609/AAAI.V33I01.33013846},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Hu0TYCD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PangLMZYL19,
author = {Zhen{-}Jia Pang and
Ruo{-}Ze Liu and
Zhou{-}Yu Meng and
Yi Zhang and
Yang Yu and
Tong Lu},
title = {On Reinforcement Learning for Full-Length Game of StarCraft},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4691--4698},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014691},
doi = {10.1609/AAAI.V33I01.33014691},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PangLMZYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Shi0DCZ19,
author = {Jing{-}Cheng Shi and
Yang Yu and
Qing Da and
Shi{-}Yong Chen and
Anxiang Zeng},
title = {Virtual-Taobao: Virtualizing Real-World Online Retail Environment
for Reinforcement Learning},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4902--4909},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014902},
doi = {10.1609/AAAI.V33I01.33014902},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Shi0DCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChenY19,
author = {Xiong{-}Hui Chen and
Yang Yu},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Reinforcement Learning with Derivative-Free Exploration},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1880--1882},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331950},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ChenY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dai2/LiuHQ019,
author = {Yu{-}Ren Liu and
Yi{-}Qi Hu and
Hong Qian and
Yang Yu},
title = {Asynchronous classification-based optimization},
booktitle = {Proceedings of the First International Conference on Distributed Artificial
Intelligence, {DAI} 2019, Beijing, China, October 13-15, 2019},
pages = {9:1--9:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356464.3357709},
doi = {10.1145/3356464.3357709},
timestamp = {Wed, 29 Jan 2020 19:15:27 +0100},
biburl = {https://dblp.org/rec/conf/dai2/LiuHQ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GaoSLZY19,
author = {Songyi Gao and
Weijie Shen and
Zelin Liu and
An Zhu and
Yang Yu},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Only Image Cosine Embedding for Few-Shot Learning},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11954},
pages = {83--94},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36711-4\_8},
doi = {10.1007/978-3-030-36711-4\_8},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GaoSLZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Hu0L19,
author = {Yi{-}Qi Hu and
Yang Yu and
Jun{-}Da Liao},
editor = {Sarit Kraus},
title = {Cascaded Algorithm-Selection and Hyper-Parameter Optimization with
Extreme-Region Upper Confidence Bound Bandit},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2528--2534},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/351},
doi = {10.24963/IJCAI.2019/351},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Hu0L19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Zhou0CGLFZ19,
author = {Wen{-}Ji Zhou and
Yang Yu and
Yingfeng Chen and
Kai Guan and
Tangjie Lv and
Changjie Fan and
Zhi{-}Hua Zhou},
editor = {Sarit Kraus},
title = {Reinforcement Learning Experience Reuse with Policy Residual Representation},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4447--4453},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/618},
doi = {10.24963/IJCAI.2019/618},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Zhou0CGLFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShangYLQMY19,
author = {Wenjie Shang and
Yang Yu and
Qingyang Li and
Zhiwei (Tony) Qin and
Yiping Meng and
Jieping Ye},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Environment Reconstruction with Hidden Confounders for Reinforcement
Learning based Recommendation},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {566--576},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330933},
doi = {10.1145/3292500.3330933},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShangYLQMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiX0Z19,
author = {Wang{-}Zhou Dai and
Qiu{-}Ling Xu and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Bridging Machine Learning and Logical Reasoning by Abductive Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2811--2822},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9c19a2aa1d84e04b0bd4bc888792bd1e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaiX0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00715,
author = {Ruo{-}Ze Liu and
Haifeng Guo and
Xiaozhong Ji and
Yang Yu and
Zitai Xiao and
Yuzhou Wu and
Zhen{-}Jia Pang and
Tong Lu},
title = {Efficient Reinforcement Learning with a Mind-Game for Full-Length
StarCraft {II}},
journal = {CoRR},
volume = {abs/1903.00715},
year = {2019},
url = {http://arxiv.org/abs/1903.00715},
eprinttype = {arXiv},
eprint = {1903.00715},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13703,
author = {Yi{-}Qi Hu and
Yang Yu and
Jun{-}Da Liao},
title = {Cascaded Algorithm-Selection and Hyper-Parameter Optimization with
Extreme-Region Upper Confidence Bound Bandit},
journal = {CoRR},
volume = {abs/1905.13703},
year = {2019},
url = {http://arxiv.org/abs/1905.13703},
eprinttype = {arXiv},
eprint = {1905.13703},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13719,
author = {Wen{-}Ji Zhou and
Yang Yu and
Yingfeng Chen and
Kai Guan and
Tangjie Lv and
Changjie Fan and
Zhi{-}Hua Zhou},
title = {Reinforcement Learning Experience Reuse with Policy Residual Representation},
journal = {CoRR},
volume = {abs/1905.13719},
year = {2019},
url = {http://arxiv.org/abs/1905.13719},
eprinttype = {arXiv},
eprint = {1905.13719},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06584,
author = {Wenjie Shang and
Yang Yu and
Qingyang Li and
Zhiwei (Tony) Qin and
Yiping Meng and
Jieping Ye},
title = {Environment Reconstruction with Hidden Confounders for Reinforcement
Learning based Recommendation},
journal = {CoRR},
volume = {abs/1907.06584},
year = {2019},
url = {http://arxiv.org/abs/1907.06584},
eprinttype = {arXiv},
eprint = {1907.06584},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10772,
author = {Jorge G. Madrid and
Hugo Jair Escalante and
Eduardo F. Morales and
Wei{-}Wei Tu and
Yang Yu and
Lisheng Sun{-}Hosoya and
Isabelle Guyon and
Mich{\`{e}}le Sebag},
title = {Towards AutoML in the presence of Drift: first results},
journal = {CoRR},
volume = {abs/1907.10772},
year = {2019},
url = {http://arxiv.org/abs/1907.10772},
eprinttype = {arXiv},
eprint = {1907.10772},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13100,
author = {Chao Bian and
Chao Qian and
Yang Yu},
title = {On the Robustness of Median Sampling in Noisy Evolutionary Optimization},
journal = {CoRR},
volume = {abs/1907.13100},
year = {2019},
url = {http://arxiv.org/abs/1907.13100},
eprinttype = {arXiv},
eprint = {1907.13100},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07027,
author = {Tian Xu and
Ziniu Li and
Yang Yu},
title = {On Value Discrepancy of Imitation Learning},
journal = {CoRR},
volume = {abs/1911.07027},
year = {2019},
url = {http://arxiv.org/abs/1911.07027},
eprinttype = {arXiv},
eprint = {1911.07027},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11928,
author = {Rong{-}Jun Qin and
Jing{-}Cheng Pang and
Yang Yu},
title = {Improving Fictitious Play Reinforcement Learning with Expanding Models},
journal = {CoRR},
volume = {abs/1911.11928},
year = {2019},
url = {http://arxiv.org/abs/1911.11928},
eprinttype = {arXiv},
eprint = {1911.11928},
timestamp = {Tue, 04 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/QianYZ18,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Analyzing Evolutionary Optimization in Noisy Environments},
journal = {Evol. Comput.},
volume = {26},
number = {1},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00170},
doi = {10.1162/EVCO\_A\_00170},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/QianYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/QianYTJYZ18,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Yaochu Jin and
Xin Yao and
Zhi{-}Hua Zhou},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
journal = {Evol. Comput.},
volume = {26},
number = {2},
year = {2018},
url = {https://doi.org/10.1162/evco\_a\_00201},
doi = {10.1162/EVCO\_A\_00201},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/QianYTJYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YuCDZ18,
author = {Yang Yu and
Shi{-}Yong Chen and
Qing Da and
Zhi{-}Hua Zhou},
title = {Reusable Reinforcement Learning via Shallow Trails},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {6},
pages = {2204--2215},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2803729},
doi = {10.1109/TNNLS.2018.2803729},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YuCDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangQY18,
author = {Hong Wang and
Hong Qian and
Yang Yu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Noisy Derivative-Free Optimization With Value Suppression},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1447--1454},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11534},
doi = {10.1609/AAAI.V32I1.11534},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangQY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/QianB0TY18,
author = {Chao Qian and
Chao Bian and
Yang Yu and
Ke Tang and
Xin Yao},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Analysis of noisy evolutionary optimization when sampling fails},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {1507--1514},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205643},
doi = {10.1145/3205455.3205643},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/QianB0TY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/PuYYL18,
author = {Wenqiang Pu and
Yang Yu and
Shuhua Yu and
Zhi{-}Quan Luo},
title = {An Alternating Minimization Approach to Optimizing Subarray Configuration
for a Large Phased Array},
booktitle = {10th {IEEE} Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2018, Sheffield, South Yorkshire, United Kingdom, July 8-11,
2018},
pages = {361--365},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SAM.2018.8448701},
doi = {10.1109/SAM.2018.8448701},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/PuYYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Qian0T18,
author = {Chao Qian and
Yang Yu and
Ke Tang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Approximation Guarantees of Stochastic Greedy Algorithms for Subset
Selection},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {1478--1484},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/205},
doi = {10.24963/IJCAI.2018/205},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Qian0T18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuYZ18,
author = {Yi{-}Qi Hu and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Experienced Optimization with Reusable Directional Model for Hyper-Parameter
Search},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2276--2282},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/315},
doi = {10.24963/IJCAI.2018/315},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuZ18,
author = {Yang Yu and
Wen{-}Ji Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Mixture of GANs for Clustering},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3047--3053},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/423},
doi = {10.24963/IJCAI.2018/423},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YuZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYZ18,
author = {Chao Zhang and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Learning Environmental Calibration Actions for Policy Self-Evolution},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3061--3067},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/425},
doi = {10.24963/IJCAI.2018/425},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Yu18,
author = {Yang Yu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Towards Sample Efficient Reinforcement Learning},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5739--5743},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/820},
doi = {10.24963/IJCAI.2018/820},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Yu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuDZ0X18,
author = {Yujing Hu and
Qing Da and
Anxiang Zeng and
Yang Yu and
Yinghui Xu},
editor = {Yike Guo and
Faisal Farooq},
title = {Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization,
Analysis, and Application},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {368--377},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219846},
doi = {10.1145/3219819.3219846},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuDZ0X18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Chen0DTHT18,
author = {Shi{-}Yong Chen and
Yang Yu and
Qing Da and
Jun Tan and
Hai{-}Kuan Huang and
Hai{-}Hong Tang},
editor = {Yike Guo and
Faisal Farooq},
title = {Stabilizing Reinforcement Learning in Dynamic Environment with Application
to Online Recommendation},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1187--1196},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220122},
doi = {10.1145/3219819.3220122},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Chen0DTHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Feng0Z18,
author = {Ji Feng and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Multi-Layered Gradient Boosting Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3555--3565},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/39027dfad5138c9ca0c474d71db915c3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Feng0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00329,
author = {Yu{-}Ren Liu and
Yi{-}Qi Hu and
Hong Qian and
Yang Yu and
Chao Qian},
title = {ZOOpt/ZOOjl: Toolbox for Derivative-Free Optimization},
journal = {CoRR},
volume = {abs/1801.00329},
year = {2018},
url = {http://arxiv.org/abs/1801.00329},
eprinttype = {arXiv},
eprint = {1801.00329},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01173,
author = {Wang{-}Zhou Dai and
Qiu{-}Ling Xu and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Tunneling Neural Perception and Logic Reasoning through Abductive
Learning},
journal = {CoRR},
volume = {abs/1802.01173},
year = {2018},
url = {http://arxiv.org/abs/1802.01173},
eprinttype = {arXiv},
eprint = {1802.01173},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00693,
author = {Yusen Zhan and
Qing Da and
Fei Xiao and
Anxiang Zeng and
Yang Yu},
title = {Accelerating E-Commerce Search Engine Ranking by Contextual Factor
Selection},
journal = {CoRR},
volume = {abs/1803.00693},
year = {2018},
url = {http://arxiv.org/abs/1803.00693},
eprinttype = {arXiv},
eprint = {1803.00693},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00710,
author = {Yujing Hu and
Qing Da and
Anxiang Zeng and
Yang Yu and
Yinghui Xu},
title = {Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization,
Analysis, and Application},
journal = {CoRR},
volume = {abs/1803.00710},
year = {2018},
url = {http://arxiv.org/abs/1803.00710},
eprinttype = {arXiv},
eprint = {1803.00710},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10000,
author = {Jing{-}Cheng Shi and
Yang Yu and
Qing Da and
Shi{-}Yong Chen and
Anxiang Zeng},
title = {Virtual-Taobao: Virtualizing Real-world Online Retail Environment
for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1805.10000},
year = {2018},
url = {http://arxiv.org/abs/1805.10000},
eprinttype = {arXiv},
eprint = {1805.10000},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00007,
author = {Ji Feng and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Multi-Layered Gradient Boosting Decision Trees},
journal = {CoRR},
volume = {abs/1806.00007},
year = {2018},
url = {http://arxiv.org/abs/1806.00007},
eprinttype = {arXiv},
eprint = {1806.00007},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09095,
author = {Zhen{-}Jia Pang and
Ruo{-}Ze Liu and
Zhou{-}Yu Meng and
Yi Zhang and
Yang Yu and
Tong Lu},
title = {On Reinforcement Learning for Full-length Game of StarCraft},
journal = {CoRR},
volume = {abs/1809.09095},
year = {2018},
url = {http://arxiv.org/abs/1809.09095},
eprinttype = {arXiv},
eprint = {1809.09095},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05045,
author = {Chao Qian and
Chao Bian and
Yang Yu and
Ke Tang and
Xin Yao},
title = {Analysis of Noisy Evolutionary Optimization When Sampling Fails},
journal = {CoRR},
volume = {abs/1810.05045},
year = {2018},
url = {http://arxiv.org/abs/1810.05045},
eprinttype = {arXiv},
eprint = {1810.05045},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13306,
author = {Quanming Yao and
Mengshuo Wang and
Hugo Jair Escalante and
Isabelle Guyon and
Yi{-}Qi Hu and
Yu{-}Feng Li and
Wei{-}Wei Tu and
Qiang Yang and
Yang Yu},
title = {Taking Human out of Learning Applications: {A} Survey on Automated
Machine Learning},
journal = {CoRR},
volume = {abs/1810.13306},
year = {2018},
url = {http://arxiv.org/abs/1810.13306},
eprinttype = {arXiv},
eprint = {1810.13306},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QianY17,
author = {Hong Qian and
Yang Yu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Solving High-Dimensional Multi-Objective Optimization Problems with
Low Effective Dimensions},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {875--881},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10664},
doi = {10.1609/AAAI.V31I1.10664},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QianY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuQY17,
author = {Yi{-}Qi Hu and
Hong Qian and
Yang Yu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Sequential Classification-Based Optimization for Direct Policy Search},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2029--2035},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10927},
doi = {10.1609/AAAI.V31I1.10927},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuQY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ShiQY17,
author = {Jing{-}Cheng Shi and
Chao Qian and
Yang Yu},
title = {Evolutionary multi-objective optimization made faster by sequential
decomposition},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2488--2493},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969607},
doi = {10.1109/CEC.2017.7969607},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/ShiQY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianSYTZ17,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Carles Sierra},
title = {Optimizing Ratio of Monotone Set Functions},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2606--2612},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/363},
doi = {10.24963/IJCAI.2017/363},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianSYTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianSYT17,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang},
editor = {Carles Sierra},
title = {On Subset Selection with General Cost Constraints},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2613--2619},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/364},
doi = {10.24963/IJCAI.2017/364},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianSYT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangYZ17,
author = {Jing{-}Wen Yang and
Yang Yu and
Xiao{-}Peng Zhang},
editor = {Carles Sierra},
title = {Life-Stage Modeling by Customer-Manifold Embedding},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3259--3265},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/455},
doi = {10.24963/IJCAI.2017/455},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YangYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuQLG17,
author = {Yang Yu and
Wei{-}Yang Qu and
Nan Li and
Zimin Guo},
editor = {Carles Sierra},
title = {Open Category Classification by Adversarial Sample Generation},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3357--3363},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/469},
doi = {10.24963/IJCAI.2017/469},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuQLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouYZ17,
author = {Wen{-}Ji Zhou and
Yang Yu and
Min{-}Ling Zhang},
editor = {Carles Sierra},
title = {Binary Linear Compression for Multi-label Classification},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3546--3552},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/496},
doi = {10.24963/IJCAI.2017/496},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangSHNWDCY17,
author = {Jianbing Zhang and
Yixin Sun and
Shujian Huang and
Cam{-}Tu Nguyen and
Xiaoliang Wang and
Xinyu Dai and
Jiajun Chen and
Yang Yu},
editor = {Carles Sierra},
title = {{AGRA:} An Analysis-Generation-Ranking Framework for Automatic Abbreviation
from Paper Titles},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4221--4227},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/590},
doi = {10.24963/IJCAI.2017/590},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangSHNWDCY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianS0TZ17,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Subset Selection under Noise},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3560--3570},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/d7a84628c025d30f7b2c52c958767e76-Abstract.html},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QianS0TZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuQLG17,
author = {Yang Yu and
Wei{-}Yang Qu and
Nan Li and
Zimin Guo},
title = {Open-Category Classification by Adversarial Sample Generation},
journal = {CoRR},
volume = {abs/1705.08722},
year = {2017},
url = {http://arxiv.org/abs/1705.08722},
eprinttype = {arXiv},
eprint = {1705.08722},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YuQLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07214,
author = {Chao Qian and
Yang Yu and
Ke Tang and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Maximizing Non-monotone/Non-submodular Functions by Multi-objective
Evolutionary Algorithms},
journal = {CoRR},
volume = {abs/1711.07214},
year = {2017},
url = {http://arxiv.org/abs/1711.07214},
eprinttype = {arXiv},
eprint = {1711.07214},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QianY16,
author = {Hong Qian and
Yang Yu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Scaling Simultaneous Optimistic Optimization for High-Dimensional
Non-Convex Functions with Low Effective Dimensions},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2000--2006},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10288},
doi = {10.1609/AAAI.V30I1.10288},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QianY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuQH16,
author = {Yang Yu and
Hong Qian and
Yi{-}Qi Hu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Derivative-Free Optimization via Classification},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2286--2292},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10289},
doi = {10.1609/AAAI.V30I1.10289},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuQH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/YuHDQ16,
author = {Yang Yu and
Peng{-}Fei Hou and
Qing Da and
Yu Qian},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Boosting Nonparametric Policies},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {477--484},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2936995},
timestamp = {Fri, 08 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/YuHDQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bic-ta/HuY16,
author = {Yi{-}Qi Hu and
Yang Yu},
editor = {Maoguo Gong and
Linqiang Pan and
Tao Song and
Gexiang Zhang},
title = {A Multi-task Learning Approach by Combining Derivative-Free and Gradient
Methods},
booktitle = {Bio-inspired Computing - Theories and Applications - 11th International
Conference, {BIC-TA} 2016, Xi'an, China, October 28-30, 2016, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {681},
pages = {456--465},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-981-10-3611-8\_41},
doi = {10.1007/978-981-10-3611-8\_41},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bic-ta/HuY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/QianY16,
author = {Hong Qian and
Yang Yu},
title = {On sampling-and-classification optimization in discrete domains},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {4374--4381},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744346},
doi = {10.1109/CEC.2016.7744346},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/QianY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/QianYZ16,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Hujun Yin and
Yang Gao and
Bin Li and
Daoqiang Zhang and
Ming Yang and
Yun Li and
Frank Klawonn and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {A Lower Bound Analysis of Population-Based Evolutionary Algorithms
for Pseudo-Boolean Functions},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2016
- 17th International Conference, Yangzhou, China, October 12-14, 2016,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9937},
pages = {457--467},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46257-8\_49},
doi = {10.1007/978-3-319-46257-8\_49},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/QianYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianSYTZ16,
author = {Chao Qian and
Jing{-}Cheng Shi and
Yang Yu and
Ke Tang and
Zhi{-}Hua Zhou},
editor = {Subbarao Kambhampati},
title = {Parallel Pareto Optimization for Subset Selection},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1939--1945},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/277},
timestamp = {Sat, 31 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianSYTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianHY16,
author = {Hong Qian and
Yi{-}Qi Hu and
Yang Yu},
editor = {Subbarao Kambhampati},
title = {Derivative-Free Optimization of High-Dimensional Non-Convex Functions
by Sequential Random Embeddings},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1946--1952},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/278},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/QianHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/LiLQHBYCL16,
author = {Xin Li and
Yongjuan Liang and
Hong Qian and
Yi{-}Qi Hu and
Lei Bu and
Yang Yu and
Xin Chen and
Xuandong Li},
editor = {David Lo and
Sven Apel and
Sarfraz Khurshid},
title = {Symbolic execution of complex program driven by machine learning based
constraint solving},
booktitle = {Proceedings of the 31st {IEEE/ACM} International Conference on Automated
Software Engineering, {ASE} 2016, Singapore, September 3-7, 2016},
pages = {554--559},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2970276.2970364},
doi = {10.1145/2970276.2970364},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kbse/LiLQHBYCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/WangY16,
author = {Han Wang and
Yang Yu},
editor = {Richard Booth and
Min{-}Ling Zhang},
title = {Exploring Multi-action Relationship in Reinforcement Learning},
booktitle = {{PRICAI} 2016: Trends in Artificial Intelligence - 14th Pacific Rim
International Conference on Artificial Intelligence, Phuket, Thailand,
August 22-26, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9810},
pages = {574--587},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42911-3\_48},
doi = {10.1007/978-3-319-42911-3\_48},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/WangY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QianYZ16,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {A Lower Bound Analysis of Population-based Evolutionary Algorithms
for Pseudo-Boolean Functions},
journal = {CoRR},
volume = {abs/1606.03326},
year = {2016},
url = {http://arxiv.org/abs/1606.03326},
eprinttype = {arXiv},
eprint = {1606.03326},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QianYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Variable solution structure can be helpful in evolutionary optimization},
journal = {Sci. China Inf. Sci.},
volume = {58},
number = {11},
pages = {1--17},
year = {2015},
url = {https://doi.org/10.1007/s11432-015-5382-y},
doi = {10.1007/S11432-015-5382-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/SunJZY15,
author = {Chaoli Sun and
Yaochu Jin and
Jianchao Zeng and
Yang Yu},
title = {A two-layer surrogate-assisted particle swarm optimization algorithm},
journal = {Soft Comput.},
volume = {19},
number = {6},
pages = {1461--1475},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1283-z},
doi = {10.1007/S00500-014-1283-Z},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/SunJZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/YuQZ15,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
title = {Switch Analysis for Running Time Analysis of Evolutionary Algorithms},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {19},
number = {6},
pages = {777--792},
year = {2015},
url = {https://doi.org/10.1109/TEVC.2014.2378891},
doi = {10.1109/TEVC.2014.2378891},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/YuQZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Blai Bonet and
Sven Koenig},
title = {Pareto Ensemble Pruning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2935--2941},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9579},
doi = {10.1609/AAAI.V29I1.9579},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuQ15,
author = {Yang Yu and
Chao Qian},
title = {Running time analysis: Convergence-based analysis reduces to switch
analysis},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {2603--2610},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257209},
doi = {10.1109/CEC.2015.7257209},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {On Constrained Boolean Pareto Optimization},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {389--395},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/061},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianYZ15,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Subset Selection by Pareto Optimization},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1774--1782},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/b4d168b48157c623fbd095b4a565b5bb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/QianYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaYZ14,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Carla E. Brodley and
Peter Stone},
title = {Learning with Augmented Class by Exploiting Unlabeled Data},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1760--1766},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8997},
doi = {10.1609/AAAI.V28I1.8997},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DaYZ14,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Napping for functional representation of policy},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {189--196},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615764},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DaYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuQ14,
author = {Yang Yu and
Hong Qian},
title = {The sampling-and-learning framework: {A} statistical view of evolutionary
algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {149--158},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900455},
doi = {10.1109/CEC.2014.6900455},
timestamp = {Thu, 16 Dec 2021 14:03:16 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianYJZ14,
author = {Chao Qian and
Yang Yu and
Yaochu Jin and
Zhi{-}Hua Zhou},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {On the Effectiveness of Sampling for Evolutionary Optimization in
Noisy Environments},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {302--311},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_30},
doi = {10.1007/978-3-319-10762-2\_30},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianYJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuQ14,
author = {Yang Yu and
Hong Qian},
title = {The Sampling-and-Learning Framework: {A} Statistical View of Evolutionary
Algorithms},
journal = {CoRR},
volume = {abs/1401.6333},
year = {2014},
url = {http://arxiv.org/abs/1401.6333},
eprinttype = {arXiv},
eprint = {1401.6333},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YuQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QianYZ13,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {An analysis on recombination in multi-objective evolutionary optimization},
journal = {Artif. Intell.},
volume = {204},
pages = {99--119},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.09.002},
doi = {10.1016/J.ARTINT.2013.09.002},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/QianYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuYZ13,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
editor = {Francesca Rossi},
title = {On the Approximation Ability of Evolutionary Optimization with Application
to Minimum Set Cover: Extended Abstract},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {3190--3194},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6519},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YuYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psl/DaYZ13,
author = {Qing Da and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Zhi{-}Hua Zhou and
Friedhelm Schwenker},
title = {Self-Practice Imitation Learning from Weak Policy},
booktitle = {Partially Supervised Learning - Second {IAPR} International Workshop,
{PSL} 2013, Nanjing, China, May 13-14, 2013 Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8183},
pages = {9--20},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40705-5\_2},
doi = {10.1007/978-3-642-40705-5\_2},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/psl/DaYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QianYZ13,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Analyzing Evolutionary Optimization in Noisy Environments},
journal = {CoRR},
volume = {abs/1311.4987},
year = {2013},
url = {http://arxiv.org/abs/1311.4987},
eprinttype = {arXiv},
eprint = {1311.4987},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QianYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/YuYZ12,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
title = {On the approximation ability of evolutionary optimization with application
to minimum set cover},
journal = {Artif. Intell.},
volume = {180-181},
pages = {20--33},
year = {2012},
url = {https://doi.org/10.1016/j.artint.2012.01.001},
doi = {10.1016/J.ARTINT.2012.01.001},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/YuYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangYZ12,
author = {Sheng{-}Jun Huang and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Multi-label hypothesis reuse},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {525--533},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339615},
doi = {10.1145/2339530.2339615},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiYZ12,
author = {Nan Li and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Diversity Regularized Ensemble Pruning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {330--345},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_27},
doi = {10.1007/978-3-642-33460-3\_27},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/QianYZ12,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {On Algorithm-Dependent Boundary Case Identification for Problem Classes},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {62--71},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_7},
doi = {10.1007/978-3-642-32937-1\_7},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/QianYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/QianYZ11a,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Collisions are helpful for computing unique input-output sequences},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {265--266},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002008},
doi = {10.1145/2001858.2002008},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/QianYZ11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/QianYZ11,
author = {Chao Qian and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {An analysis on recombination in multi-objective evolutionary optimization},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {2051--2058},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001852},
doi = {10.1145/2001576.2001852},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/QianYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaiYZ11,
author = {Wang{-}Zhou Dai and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Lifted-Rollout for Approximate Policy Iteration of Markov Decision
Process},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {689--696},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.112},
doi = {10.1109/ICDMW.2011.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DaiYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuLZ11,
author = {Yang Yu and
Yu{-}Feng Li and
Zhi{-}Hua Zhou},
editor = {Toby Walsh},
title = {Diversity Regularized Machine},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1603--1608},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-269},
doi = {10.5591/978-1-57735-516-8/IJCAI11-269},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-0907,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
title = {Towards Analyzing Crossover Operators in Evolutionary Search via General
Markov Chain Switching Theorem},
journal = {CoRR},
volume = {abs/1111.0907},
year = {2011},
url = {http://arxiv.org/abs/1111.0907},
eprinttype = {arXiv},
eprint = {1111.0907},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-0907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YuZ10,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A framework for modeling positive class expansion with single snapshot},
journal = {Knowl. Inf. Syst.},
volume = {25},
number = {2},
pages = {211--227},
year = {2010},
url = {https://doi.org/10.1007/s10115-009-0238-7},
doi = {10.1007/S10115-009-0238-7},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YuZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/YuQZ10,
author = {Yang Yu and
Chao Qian and
Zhi{-}Hua Zhou},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Towards Analyzing Recombination Operators in Evolutionary Search},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {144--153},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_15},
doi = {10.1007/978-3-642-15844-5\_15},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/YuQZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-4028,
author = {Yang Yu and
Xin Yao and
Zhi{-}Hua Zhou},
title = {Evolutionary Algorithms as Guaranteed Approximation Optimizers},
journal = {CoRR},
volume = {abs/1011.4028},
year = {2010},
url = {http://arxiv.org/abs/1011.4028},
eprinttype = {arXiv},
eprint = {1011.4028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-4028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiYZ09,
author = {Nan Li and
Yang Yu and
Zhi{-}Hua Zhou},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Semi-naive Exploitation of One-Dependence Estimators},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {278--287},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.64},
doi = {10.1109/ICDM.2009.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiYZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A new approach to estimating the expected first hitting time of evolutionary
algorithms},
journal = {Artif. Intell.},
volume = {172},
number = {15},
pages = {1809--1832},
year = {2008},
url = {https://doi.org/10.1016/j.artint.2008.07.001},
doi = {10.1016/J.ARTINT.2008.07.001},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/LiuTYZ08,
author = {Fei Tony Liu and
Kai Ming Ting and
Yang Yu and
Zhi{-}Hua Zhou},
title = {Spectrum of Variable-Random Trees},
journal = {J. Artif. Intell. Res.},
volume = {32},
pages = {355--384},
year = {2008},
url = {https://doi.org/10.1613/jair.2470},
doi = {10.1613/JAIR.2470},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/LiuTYZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {On the usefulness of infeasible solutions in evolutionary search:
{A} theoretical study},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {835--840},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4630893},
doi = {10.1109/CEC.2008.4630893},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuYJZ08,
author = {Li{-}Ping Liu and
Yang Yu and
Yuan Jiang and
Zhi{-}Hua Zhou},
title = {{TEFE:} {A} Time-Efficient Approach to Feature Extraction},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {423--432},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.48},
doi = {10.1109/ICDM.2008.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuYJZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuZ08,
author = {Yang Yu and
Zhi{-}Hua Zhou},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {A Framework for Modeling Positive Class Expansion with Single Snapshot},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {429--440},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_38},
doi = {10.1007/978-3-540-68125-0\_38},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/YuZLLZ07,
author = {Yang Yu and
De{-}Chuan Zhan and
Xu{-}Ying Liu and
Ming Li and
Zhi{-}Hua Zhou},
title = {Predicting Future Customers via Ensembling Gradually Expanded Trees},
journal = {Int. J. Data Warehous. Min.},
volume = {3},
number = {2},
pages = {12--21},
year = {2007},
url = {https://doi.org/10.4018/jdwm.2007040102},
doi = {10.4018/JDWM.2007040102},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdwm/YuZLLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuZT07,
author = {Yang Yu and
Zhi{-}Hua Zhou and
Kai Ming Ting},
title = {Cocktail Ensemble for Regression},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {721--726},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.60},
doi = {10.1109/ICDM.2007.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuZT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuZ06,
author = {Yang Yu and
Zhi{-}Hua Zhou},
title = {A New Approach to Estimating the Expected First Hitting Time of Evolutionary
Algorithms},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {555--560},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-089.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhouY05,
author = {Zhi{-}Hua Zhou and
Yang Yu},
title = {Adapt Bagging to Nearest Neighbor Classifiers},
journal = {J. Comput. Sci. Technol.},
volume = {20},
number = {1},
pages = {48--54},
year = {2005},
url = {https://doi.org/10.1007/s11390-005-0005-5},
doi = {10.1007/S11390-005-0005-5},
timestamp = {Thu, 07 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhouY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZhouY05,
author = {Zhi{-}Hua Zhou and
Yang Yu},
title = {Ensembling local learners ThroughMultimodal perturbation},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {35},
number = {4},
pages = {725--735},
year = {2005},
url = {https://doi.org/10.1109/TSMCB.2005.845396},
doi = {10.1109/TSMCB.2005.845396},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZhouY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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