Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Haoyi Xiong
@article{DBLP:journals/datamine/Farhangi0HX0G24,
author = {Ashkan Farhangi and
Jiang Bian and
Arthur Huang and
Haoyi Xiong and
Jun Wang and
Zhishan Guo},
title = {Correction to: AA-forecast: anomaly-aware forecast for extreme events},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {812},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00968-y},
doi = {10.1007/S10618-023-00968-Y},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Farhangi0HX0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/WangLXWBLWCDY24,
author = {Qingzhong Wang and
Haifang Li and
Haoyi Xiong and
Wen Wang and
Jiang Bian and
Yu Lu and
Shuaiqiang Wang and
Zhicong Cheng and
Dejing Dou and
Dawei Yin},
title = {A Simple yet Effective Framework for Active Learning to Rank},
journal = {Mach. Intell. Res.},
volume = {21},
number = {1},
pages = {169--183},
year = {2024},
url = {https://doi.org/10.1007/s11633-023-1422-z},
doi = {10.1007/S11633-023-1422-Z},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijautcomp/WangLXWBLWCDY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiHLXXD24,
author = {Xingjian Li and
Di Hu and
Xuhong Li and
Haoyi Xiong and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {Towards accurate knowledge transfer via target-awareness representation
disentanglement},
journal = {Mach. Learn.},
volume = {113},
number = {2},
pages = {699--723},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06381-2},
doi = {10.1007/S10994-023-06381-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiHLXXD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/XiongLYWZD24,
author = {Haoyi Xiong and
Xuhong Li and
Boyang Yu and
Dongrui Wu and
Zhanxing Zhu and
Dejing Dou},
title = {Stochastic gradient descent with random label noises: doubly stochastic
models and inference stabilizer},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15039},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad13ba},
doi = {10.1088/2632-2153/AD13BA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/XiongLYWZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiZXHWXHDX24,
author = {Shuangli Li and
Jingbo Zhou and
Tong Xu and
Liang Huang and
Fan Wang and
Haoyi Xiong and
Weili Huang and
Dejing Dou and
Hui Xiong},
title = {GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware
Interactive Graph Neural Network},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1991--2008},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3314502},
doi = {10.1109/TKDE.2023.3314502},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiZXHWXHDX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuangWXWHD24,
author = {Siyu Huang and
Tianyang Wang and
Haoyi Xiong and
Bihan Wen and
Jun Huan and
Dejing Dou},
title = {Temporal Output Discrepancy for Loss Estimation-Based Active Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2109--2123},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3186855},
doi = {10.1109/TNNLS.2022.3186855},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuangWXWHD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/BianLWWHLZLDX24,
author = {Jiang Bian and
Xuhong Li and
Tao Wang and
Qingzhong Wang and
Jun Huang and
Chen Liu and
Jun Zhao and
Feixiang Lu and
Dejing Dou and
Haoyi Xiong},
title = {P\({}^{\mbox{2}}\)ANet: {A} Large-Scale Benchmark for Dense Action
Detection from Table Tennis Match Broadcasting Videos},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {20},
number = {4},
pages = {118:1--118:23},
year = {2024},
url = {https://doi.org/10.1145/3633516},
doi = {10.1145/3633516},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tomccap/BianLWWHLZLDX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002X0ZLJCD24,
author = {Xuhong Li and
Haoyi Xiong and
Xingjian Li and
Xiao Zhang and
Ji Liu and
Haiyan Jiang and
Zeyu Chen and
Dejing Dou},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{G-LIME:} Statistical Learning for Local Interpretations of Deep Neural
Networks Using Global Priors (Abstract Reprint)},
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 = {22705},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30605},
doi = {10.1609/AAAI.V38I20.30605},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002X0ZLJCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04374,
author = {Haoyi Xiong and
Xuhong Li and
Xiaofei Zhang and
Jiamin Chen and
Xinhao Sun and
Yuchen Li and
Zeyi Sun and
Mengnan Du},
title = {Towards Explainable Artificial Intelligence {(XAI):} {A} Data Mining
Perspective},
journal = {CoRR},
volume = {abs/2401.04374},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04374},
doi = {10.48550/ARXIV.2401.04374},
eprinttype = {arXiv},
eprint = {2401.04374},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08469,
author = {Jiamin Chen and
Xuhong Li and
Yanwu Xu and
Mengnan Du and
Haoyi Xiong},
title = {Explanations of Classifiers Enhance Medical Image Segmentation via
End-to-end Pre-training},
journal = {CoRR},
volume = {abs/2401.08469},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08469},
doi = {10.48550/ARXIV.2401.08469},
eprinttype = {arXiv},
eprint = {2401.08469},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18864,
author = {Ruyi Yang and
Jingyu Hu and
Zihao Li and
Jianli Mu and
Tingzhao Yu and
Jiangjiang Xia and
Xuhong Li and
Aritra Dasgupta and
Haoyi Xiong},
title = {Interpretable Machine Learning for Weather and Climate Prediction:
{A} Survey},
journal = {CoRR},
volume = {abs/2403.18864},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18864},
doi = {10.48550/ARXIV.2403.18864},
eprinttype = {arXiv},
eprint = {2403.18864},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/LiXLZLJCD23,
author = {Xuhong Li and
Haoyi Xiong and
Xingjian Li and
Xiao Zhang and
Ji Liu and
Haiyan Jiang and
Zeyu Chen and
Dejing Dou},
title = {{G-LIME:} Statistical learning for local interpretations of deep neural
networks using global priors},
journal = {Artif. Intell.},
volume = {314},
pages = {103823},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2022.103823},
doi = {10.1016/J.ARTINT.2022.103823},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/LiXLZLJCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WuCCX23,
author = {Jianqiu Wu and
Hongyang Chen and
Minhao Cheng and
Haoyi Xiong},
title = {CurvAGN: Curvature-based Adaptive Graph Neural Networks for Predicting
Protein-Ligand Binding Affinity},
journal = {{BMC} Bioinform.},
volume = {24},
number = {1},
pages = {378},
year = {2023},
url = {https://doi.org/10.1186/s12859-023-05503-w},
doi = {10.1186/S12859-023-05503-W},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/WuCCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FarhangiBHXWG23,
author = {Ashkan Farhangi and
Jiang Bian and
Arthur Huang and
Haoyi Xiong and
Jun Wang and
Zhishan Guo},
title = {AA-forecast: anomaly-aware forecast for extreme events},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {3},
pages = {1209--1229},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00919-7},
doi = {10.1007/S10618-023-00919-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FarhangiBHXWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/XiongZB23,
author = {Haoyi Xiong and
Xun Zhou and
David A. Bennett},
title = {Detecting spatiotemporal propagation patterns of traffic congestion
from fine-grained vehicle trajectory data},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {37},
number = {5},
pages = {1157--1179},
year = {2023},
url = {https://doi.org/10.1080/13658816.2023.2178653},
doi = {10.1080/13658816.2023.2178653},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/XiongZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiXHJD23,
author = {Xuhong Li and
Haoyi Xiong and
Siyu Huang and
Shilei Ji and
Dejing Dou},
title = {Cross-model consensus of explanations and beyond for image classification
models: an empirical study},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1627--1662},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06312-1},
doi = {10.1007/S10994-023-06312-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiXHJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiXLZCWD23,
author = {Xuhong Li and
Haoyi Xiong and
Yi Liu and
Dingfu Zhou and
Zeyu Chen and
Yaqing Wang and
Dejing Dou},
title = {Distilling ensemble of explanations for weakly-supervised pre-training
of image segmentation models},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2193--2209},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06182-z},
doi = {10.1007/S10994-022-06182-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiXLZCWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiASYDXX23,
author = {Xingjian Li and
Abulikemu Abuduweili and
Humphrey Shi and
Pengkun Yang and
Dejing Dou and
Haoyi Xiong and
Chengzhong Xu},
title = {Semi-supervised transfer learning with hierarchical self-regularization},
journal = {Pattern Recognit.},
volume = {144},
pages = {109831},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109831},
doi = {10.1016/J.PATCOG.2023.109831},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiASYDXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcc/LiuMYZJXD23,
author = {Ji Liu and
Lei Mo and
Sijia Yang and
Jingbo Zhou and
Shilei Ji and
Haoyi Xiong and
Dejing Dou},
title = {Data Placement for Multi-Tenant Data Federation on the Cloud},
journal = {{IEEE} Trans. Cloud Comput.},
volume = {11},
number = {2},
pages = {1414--1429},
year = {2023},
url = {https://doi.org/10.1109/TCC.2021.3136577},
doi = {10.1109/TCC.2021.3136577},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcc/LiuMYZJXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GrayMBWTWHXG23,
author = {Nicholas Gray and
Megan Moraes and
Jiang Bian and
Alex Wang and
Allen Tian and
Kurt M. Wilson and
Yan Huang and
Haoyi Xiong and
Zhishan Guo},
title = {{GLARE:} {A} Dataset for Traffic Sign Detection in Sun Glare},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {11},
pages = {12323--12330},
year = {2023},
url = {https://doi.org/10.1109/TITS.2023.3294411},
doi = {10.1109/TITS.2023.3294411},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/GrayMBWTWHXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanLXY23,
author = {Jindong Han and
Hao Liu and
Haoyi Xiong and
Jing Yang},
title = {Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical
Graph Neural Network},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {5230--5243},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3149815},
doi = {10.1109/TKDE.2022.3149815},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HanLXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiXWKLLBWCDY23,
author = {Yuchen Li and
Haoyi Xiong and
Qingzhong Wang and
Linghe Kong and
Hao Liu and
Haifang Li and
Jiang Bian and
Shuaiqiang Wang and
Guihai Chen and
Dejing Dou and
Dawei Yin},
title = {{COLTR:} Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization
for Web Search},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12542--12555},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3270750},
doi = {10.1109/TKDE.2023.3270750},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiXWKLLBWCDY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/BianXWZJCZD23,
author = {Jiang Bian and
Haoyi Xiong and
Zhiyuan Wang and
Jingbo Zhou and
Shilei Ji and
Hongyang Chen and
Daqing Zhang and
Dejing Dou},
title = {{\textdollar}{\textbackslash}mathcal \{AFCS\}:{\textdollar}AFCS: Aggregation-Free
Spatial-Temporal Mobile Community Sensing},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {22},
number = {9},
pages = {5017--5034},
year = {2023},
url = {https://doi.org/10.1109/TMC.2022.3178885},
doi = {10.1109/TMC.2022.3178885},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/BianXWZJCZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenLYDX23,
author = {Jiamin Chen and
Xuhong Li and
Lei Yu and
Dejing Dou and
Haoyi Xiong},
title = {Beyond Intuition: Rethinking Token Attributions inside Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=rm0zIzlhcX},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenLYDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiXXD23,
author = {Xingjian Li and
Haoyi Xiong and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {{SMILE:} Sample-to-feature Mixup for Efficient Transfer Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=czgMCpvrDM},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiXXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WuWBDLCDX23,
author = {Fei Wu and
Qingzhong Wang and
Jiang Bian and
Ning Ding and
Feixiang Lu and
Jun Cheng and
Dejing Dou and
Haoyi Xiong},
title = {A Survey on Video Action Recognition in Sports: Datasets, Methods
and Applications},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {7943--7966},
year = {2023},
url = {https://doi.org/10.1109/TMM.2022.3232034},
doi = {10.1109/TMM.2022.3232034},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/WuWBDLCDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/WangZLXYYW23,
author = {En Wang and
Mijia Zhang and
Wenbin Liu and
Haoyi Xiong and
Bo Yang and
Yongjian Yang and
Jie Wu},
title = {Outlier-Concerned Data Completion Exploiting Intra- and Inter-Data
Correlations in Sparse CrowdSensing},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {31},
number = {2},
pages = {648--663},
year = {2023},
url = {https://doi.org/10.1109/TNET.2022.3201545},
doi = {10.1109/TNET.2022.3201545},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/WangZLXYYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/BianHJLLWZDWX23,
author = {Jiang Bian and
Jizhou Huang and
Shilei Ji and
Yuan Liao and
Xuhong Li and
Qingzhong Wang and
Jingbo Zhou and
Dejing Dou and
Yaqing Wang and
Haoyi Xiong},
title = {Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented
Mobile Apps Recommendation},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {16},
number = {5},
pages = {3361--3372},
year = {2023},
url = {https://doi.org/10.1109/TSC.2023.3285935},
doi = {10.1109/TSC.2023.3285935},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/BianHJLLWZDWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/LiXKZXCL23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Rui Zhang and
Fanqin Xu and
Guihai Chen and
Minglu Li},
title = {{MHRR:} MOOCs Recommender Service With Meta Hierarchical Reinforced
Ranking},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {16},
number = {6},
pages = {4467--4480},
year = {2023},
url = {https://doi.org/10.1109/TSC.2023.3325302},
doi = {10.1109/TSC.2023.3325302},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsc/LiXKZXCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jia0YBZLXD23,
author = {Qingrui Jia and
Xuhong Li and
Lei Yu and
Jiang Bian and
Penghao Zhao and
Shupeng Li and
Haoyi Xiong and
Dejing Dou},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Learning from Training Dynamics: Identifying Mislabeled Data beyond
Manually Designed Features},
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 = {8041--8049},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.25972},
doi = {10.1609/AAAI.V37I7.25972},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Jia0YBZLXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-clinicalnlp/Chen0XYX23,
author = {Jiamin Chen and
Xuhong Li and
Junting Xi and
Lei Yu and
Haoyi Xiong},
editor = {Tristan Naumann and
Asma Ben Abacha and
Steven Bethard and
Kirk Roberts and
Anna Rumshisky},
title = {Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical
Text Classification},
booktitle = {Proceedings of the 5th Clinical Natural Language Processing Workshop,
ClinicalNLP@ACL 2023, Toronto, Canada, July 14, 2023},
pages = {403--413},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.clinicalnlp-1.43},
doi = {10.18653/V1/2023.CLINICALNLP-1.43},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-clinicalnlp/Chen0XYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiXKBWCY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Jiang Bian and
Shuaiqiang Wang and
Guihai Chen and
Dawei Yin},
title = {GS\({}^{\mbox{2}}\)P: {A} Generative Pre-trained Learning to Rank
Model with Over-parameterization for Web-Scale Search},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302487},
doi = {10.1109/DSAA60987.2023.10302487},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiXKBWCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Deng00WX023,
author = {Andong Deng and
Xingjian Li and
Di Hu and
Tianyang Wang and
Haoyi Xiong and
Cheng{-}Zhong Xu},
title = {Towards Inadequately Pre-trained Models in Transfer Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {19340--19351},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01777},
doi = {10.1109/ICCV51070.2023.01777},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Deng00WX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiLXTSJD23,
author = {Yan Li and
Xinjiang Lu and
Haoyi Xiong and
Jian Tang and
Jiantao Su and
Bo Jin and
Dejing Dou},
title = {Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {1611--1624},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00127},
doi = {10.1109/ICDE55515.2023.00127},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LiLXTSJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002WK0HDX23,
author = {Xuhong Li and
Xuanyu Wu and
Linghe Kong and
Xiao Zhang and
Siyu Huang and
Dejing Dou and
Haoyi Xiong},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {ContRE: {A} Complementary Measure for Robustness Evaluation of Deep
Networks via Contrastive Examples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {309--318},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00040},
doi = {10.1109/ICDM58522.2023.00040},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002WK0HDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0006XKSCWY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Zeyi Sun and
Hongyang Chen and
Shuaiqiang Wang and
Dawei Yin},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank
at Web-scale},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {339--348},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00043},
doi = {10.1109/ICDM58522.2023.00043},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0006XKSCWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhangWBLXDX23,
author = {Yuxuan Zhang and
Qingzhong Wang and
Jiang Bian and
Yi Liu and
Yanwu Xu and
Dejing Dou and
Haoyi Xiong},
title = {Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics
with CNN-Based Video Classification Frameworks},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230371},
doi = {10.1109/ISBI53787.2023.10230371},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZhangWBLXDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiaoLWHLBDLHHFY23,
author = {Xuewu Jiao and
Weibin Li and
Xinxuan Wu and
Wei Hu and
Miao Li and
Jiang Bian and
Siming Dai and
Xinsheng Luo and
Mingqing Hu and
Zhengjie Huang and
Danlei Feng and
Junchao Yang and
Shikun Feng and
Haoyi Xiong and
Dianhai Yu and
Shuanglong Li and
Jingzhou He and
Yanjun Ma and
Lin Liu},
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 = {PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation},
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 = {4262--4272},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599885},
doi = {10.1145/3580305.3599885},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiaoLWHLBDLHHFY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiXKWWCY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Qingzhong Wang and
Shuaiqiang Wang and
Guihai Chen and
Dawei Yin},
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 = {S\({}^{\mbox{2}}\)phere: Semi-Supervised Pre-training for Web Search
over Heterogeneous Learning to Rank Data},
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 = {4437--4448},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599935},
doi = {10.1145/3580305.3599935},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiXKWWCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WuFFZYXL023,
author = {Junde Wu and
Rao Fu and
Huihui Fang and
Yu Zhang and
Yehui Yang and
Haoyi Xiong and
Huiying Liu and
Yanwu Xu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic
Model},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1623--1639},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wu24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/WuFFZYXL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/WenWBLLX23,
author = {Ziqi Wen and
Qingzhong Wang and
Jiang Bian and
Xuhong Li and
Yi Liu and
Haoyi Xiong},
editor = {Gordon D. Waiter and
Tryphon Lambrou and
Georgios Leontidis and
Nir Oren and
Teresa Morris and
Sharon Gordon},
title = {Context Matters: Cross-Domain Cell Detection in Histopathology Images
via Contextual Regularization},
booktitle = {Medical Image Understanding and Analysis - 27th Annual Conference,
{MIUA} 2023, Aberdeen, UK, July 19-21, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14122},
pages = {147--156},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48593-0\_11},
doi = {10.1007/978-3-031-48593-0\_11},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miua/WenWBLLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002DCCLX23,
author = {Xuhong Li and
Mengnan Du and
Jiamin Chen and
Yekun Chai and
Himabindu Lakkaraju and
Haoyi Xiong},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {M\({}^{\mbox{4}}\): {A} Unified {XAI} Benchmark for Faithfulness Evaluation
of Feature Attribution Methods across Metrics, Modalities and Models},
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/05957c194f4c77ac9d91e1374d2def6b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002DCCLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangLHWMXX23,
author = {Zeren Zhang and
Xingjian Li and
Tao Hong and
Tianyang Wang and
Jinwen Ma and
Haoyi Xiong and
Cheng{-}Zhong Xu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {293--308},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_18},
doi = {10.1007/978-3-031-43424-2\_18},
timestamp = {Wed, 20 Sep 2023 23:28:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangLHWMXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiXKWSCCY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Shuaiqiang Wang and
Zeyi Sun and
Hongyang Chen and
Guihai Chen and
Dawei Yin},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to
Rank for Web Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {635--651},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_38},
doi = {10.1007/978-3-031-43427-3\_38},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiXKWSCCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02068,
author = {Yan Li and
Xinjiang Lu and
Haoyi Xiong and
Jian Tang and
Jiantao Su and
Bo Jin and
Dejing Dou},
title = {Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution},
journal = {CoRR},
volume = {abs/2301.02068},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02068},
doi = {10.48550/ARXIV.2301.02068},
eprinttype = {arXiv},
eprint = {2301.02068},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12688,
author = {Yuxuan Zhang and
Qingzhong Wang and
Jiang Bian and
Yi Liu and
Yanwu Xu and
Dejing Dou and
Haoyi Xiong},
title = {Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics
with CNN-based Video Classification Frameworks},
journal = {CoRR},
volume = {abs/2302.12688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12688},
doi = {10.48550/ARXIV.2302.12688},
eprinttype = {arXiv},
eprint = {2302.12688},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00320,
author = {Haoyi Xiong and
Xuhong Li and
Boyang Yu and
Zhanxing Zhu and
Dongrui Wu and
Dejing Dou},
title = {Doubly Stochastic Models: Learning with Unbiased Label Noises and
Inference Stability},
journal = {CoRR},
volume = {abs/2304.00320},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00320},
doi = {10.48550/ARXIV.2304.00320},
eprinttype = {arXiv},
eprint = {2304.00320},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07775,
author = {Wenke Xia and
Xingjian Li and
Andong Deng and
Haoyi Xiong and
Dejing Dou and
Di Hu},
title = {Robust Cross-Modal Knowledge Distillation for Unconstrained Videos},
journal = {CoRR},
volume = {abs/2304.07775},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07775},
doi = {10.48550/ARXIV.2304.07775},
eprinttype = {arXiv},
eprint = {2304.07775},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15074,
author = {Haoyi Xiong and
Jiang Bian and
Sijia Yang and
Xiaofei Zhang and
Linghe Kong and
Daqing Zhang},
title = {Natural Language based Context Modeling and Reasoning with LLMs: {A}
Tutorial},
journal = {CoRR},
volume = {abs/2309.15074},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15074},
doi = {10.48550/ARXIV.2309.15074},
eprinttype = {arXiv},
eprint = {2309.15074},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02000,
author = {Weibin Liao and
Haoyi Xiong and
Qingzhong Wang and
Yan Mo and
Xuhong Li and
Yi Liu and
Zeyu Chen and
Siyu Huang and
Dejing Dou},
title = {{MUSCLE:} Multi-task Self-supervised Continual Learning to Pre-train
Deep Models for X-ray Images of Multiple Body Parts},
journal = {CoRR},
volume = {abs/2310.02000},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02000},
doi = {10.48550/ARXIV.2310.02000},
eprinttype = {arXiv},
eprint = {2310.02000},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03981,
author = {Weibin Liao and
Xuhong Li and
Qingzhong Wang and
Yanwu Xu and
Zhaozheng Yin and
Haoyi Xiong},
title = {CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation},
journal = {CoRR},
volume = {abs/2310.03981},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03981},
doi = {10.48550/ARXIV.2310.03981},
eprinttype = {arXiv},
eprint = {2310.03981},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04134,
author = {Song Zhang and
Qingzhong Wang and
Jiang Bian and
Haoyi Xiong},
title = {TiC: Exploring Vision Transformer in Convolution},
journal = {CoRR},
volume = {abs/2310.04134},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04134},
doi = {10.48550/ARXIV.2310.04134},
eprinttype = {arXiv},
eprint = {2310.04134},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YangXZLWXS22,
author = {Sijia Yang and
Haoyi Xiong and
Yunchao Zhang and
Yi Ling and
Licheng Wang and
Kaibo Xu and
Zeyi Sun},
title = {{OGM:} Online gaussian graphical models on the fly},
journal = {Appl. Intell.},
volume = {52},
number = {3},
pages = {3103--3117},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02563-4},
doi = {10.1007/S10489-021-02563-4},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/YangXZLWXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZXZ22,
author = {Qingzhong Wang and
Pengfei Zhang and
Haoyi Xiong and
Jian Zhao},
title = {Face.evoLVe: {A} cross-platform library for high-performance face
analytics},
journal = {Neurocomputing},
volume = {494},
pages = {443--445},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.04.118},
doi = {10.1016/J.NEUCOM.2022.04.118},
timestamp = {Tue, 20 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangZXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/BianAXLLCWDG22,
author = {Jiang Bian and
Abdullah Al Arafat and
Haoyi Xiong and
Jing Li and
Li Li and
Hongyang Chen and
Jun Wang and
Dejing Dou and
Zhishan Guo},
title = {Machine Learning in Real-Time Internet of Things (IoT) Systems: {A}
Survey},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {11},
pages = {8364--8386},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3161050},
doi = {10.1109/JIOT.2022.3161050},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/BianAXLLCWDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangXZYBZBD22,
author = {Zhiyuan Wang and
Haoyi Xiong and
Jie Zhang and
Sijia Yang and
Mehdi Boukhechba and
Daqing Zhang and
Laura E. Barnes and
Dejing Dou},
title = {From Personalized Medicine to Population Health: {A} Survey of mHealth
Sensing Techniques},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {17},
pages = {15413--15434},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3161046},
doi = {10.1109/JIOT.2022.3161046},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangXZYBZBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhangLXDMZ22,
author = {Jie Zhang and
Yang Li and
Haoyi Xiong and
Dejing Dou and
Chunyan Miao and
Daqing Zhang},
title = {HandGest: Hierarchical Sensing for Robust-in-the-Air Handwriting Recognition
With Commodity WiFi Devices},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {19},
pages = {19529--19544},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3170157},
doi = {10.1109/JIOT.2022.3170157},
timestamp = {Thu, 30 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhangLXDMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0002X0WCD22,
author = {Xuhong Li and
Haoyi Xiong and
Xingjian Li and
Xuanyu Wu and
Zeyu Chen and
Dejing Dou},
title = {InterpretDL: Explaining Deep Models in PaddlePaddle},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {197:1--197:6},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0738.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0002X0WCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuHZLJXD22,
author = {Ji Liu and
Jizhou Huang and
Yang Zhou and
Xuhong Li and
Shilei Ji and
Haoyi Xiong and
Dejing Dou},
title = {From distributed machine learning to federated learning: a survey},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {4},
pages = {885--917},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01664-x},
doi = {10.1007/S10115-022-01664-X},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuHZLJXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiXLWZLBD22,
author = {Xuhong Li and
Haoyi Xiong and
Xingjian Li and
Xuanyu Wu and
Xiao Zhang and
Ji Liu and
Jiang Bian and
Dejing Dou},
title = {Interpretable deep learning: interpretation, interpretability, trustworthiness,
and beyond},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {12},
pages = {3197--3234},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01756-8},
doi = {10.1007/S10115-022-01756-8},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/LiXLWZLBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuXWADW22,
author = {Haoran Liu and
Haoyi Xiong and
Yaqing Wang and
Haozhe An and
Dejing Dou and
Dongrui Wu},
title = {Exploring the common principal subspace of deep features in neural
networks},
journal = {Mach. Learn.},
volume = {111},
number = {3},
pages = {1125--1157},
year = {2022},
url = {https://doi.org/10.1007/s10994-021-06076-6},
doi = {10.1007/S10994-021-06076-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuXWADW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/LiXAXD22,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {{COLAM:} Co-Learning of Deep Neural Networks and Soft Labels via Alternating
Minimization},
journal = {Neural Process. Lett.},
volume = {54},
number = {6},
pages = {4735--4749},
year = {2022},
url = {https://doi.org/10.1007/s11063-022-10830-9},
doi = {10.1007/S11063-022-10830-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/LiXAXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/VaidhunGBXD22,
author = {Sudharsan Vaidhun and
Zhishan Guo and
Jiang Bian and
Haoyi Xiong and
Sajal K. Das},
title = {Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline
and Sector Capacity Constraints},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {6},
number = {4},
pages = {839--851},
year = {2022},
url = {https://doi.org/10.1109/TETCI.2021.3122743},
doi = {10.1109/TETCI.2021.3122743},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/VaidhunGBXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiXCHLXD22,
author = {Xingjian Li and
Haoyi Xiong and
Zeyu Chen and
Jun Huan and
Ji Liu and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {Knowledge Distillation with Attention for Deep Transfer Learning of
Convolutional Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {3},
pages = {42:1--42:20},
year = {2022},
url = {https://doi.org/10.1145/3473912},
doi = {10.1145/3473912},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiXCHLXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiongWZCLZH22,
author = {Haoyi Xiong and
Ruosi Wan and
Jian Zhao and
Zeyu Chen and
Xingjian Li and
Zhanxing Zhu and
Jun Huan},
title = {GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge
Transfer, Distillation, and Adversarial Training},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {117:1--117:25},
year = {2022},
url = {https://doi.org/10.1145/3530836},
doi = {10.1145/3530836},
timestamp = {Tue, 20 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XiongWZCLZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangTXWFCKW22,
author = {Fan Wang and
Hao Tian and
Haoyi Xiong and
Hua Wu and
Jie Fu and
Yang Cao and
Yu Kang and
Haifeng Wang},
title = {Evolving Decomposed Plasticity Rules for Information-Bottlenecked
Meta-Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=6qMKztPn0n},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangTXWFCKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YinWHXZ22,
author = {Yihang Yin and
Qingzhong Wang and
Siyu Huang and
Haoyi Xiong and
Xiang Zhang},
title = {AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators},
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 = {8892--8900},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20871},
doi = {10.1609/AAAI.V36I8.20871},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YinWHXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuangXWWWCHD22,
author = {Siyu Huang and
Haoyi Xiong and
Tianyang Wang and
Bihan Wen and
Qingzhong Wang and
Zeyu Chen and
Jun Huan and
Dejing Dou},
title = {Parameter-Free Style Projection for Arbitrary Image Style Transfer},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {2070--2074},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746290},
doi = {10.1109/ICASSP43922.2022.9746290},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuangXWWWCHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/WangZXXY22,
author = {En Wang and
Mijia Zhang and
Yuanbo Xu and
Haoyi Xiong and
Yongjian Yang},
title = {Spatiotemporal Fracture Data Inference in Sparse Urban CrowdSensing},
booktitle = {{IEEE} {INFOCOM} 2022 - {IEEE} Conference on Computer Communications,
London, United Kingdom, May 2-5, 2022},
pages = {1499--1508},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/INFOCOM48880.2022.9796868},
doi = {10.1109/INFOCOM48880.2022.9796868},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/WangZXXY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiaoXWMLLCHD22,
author = {Weibin Liao and
Haoyi Xiong and
Qingzhong Wang and
Yan Mo and
Xuhong Li and
Yi Liu and
Zeyu Chen and
Siyu Huang and
Dejing Dou},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {{MUSCLE:} Multi-task Self-supervised Continual Learning to Pre-train
Deep Models for X-Ray Images of Multiple Body Parts},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {151--161},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_15},
doi = {10.1007/978-3-031-16452-1\_15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiaoXWMLLCHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangTXLCGD22,
author = {Yaqing Wang and
Xin Tian and
Haoyi Xiong and
Yueyang Li and
Zeyu Chen and
Sheng Guo and
Dejing Dou},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{RGL:} {A} Simple yet Effective Relation Graph Augmented Prompt-based
Tuning Approach for Few-Shot Learning},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1078--1084},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.81},
doi = {10.18653/V1/2022.FINDINGS-NAACL.81},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangTXLCGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiXKZDC22,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Rui Zhang and
Dejing Dou and
Guihai Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Meta Hierarchical Reinforced Learning to Rank for Recommendation:
{A} Comprehensive Study in MOOCs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {302--317},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_19},
doi = {10.1007/978-3-031-26422-1\_19},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiXKZDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ChuLWTCHPYCLX22,
author = {Lutao Chu and
Yi Liu and
Zewu Wu and
Shiyu Tang and
Guowei Chen and
Yuying Hao and
Juncai Peng and
Zhiliang Yu and
Zeyu Chen and
Baohua Lai and
Haoyi Xiong},
title = {PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale
Teleconferencing Video Dataset},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACV} - Workshops, Waikoloa, HI, USA, January 4-8, 2022},
pages = {202--209},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACVW54805.2022.00026},
doi = {10.1109/WACVW54805.2022.00026},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ChuLWTCHPYCLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13450,
author = {Xueying Zhan and
Qingzhong Wang and
Kuan{-}Hao Huang and
Haoyi Xiong and
Dejing Dou and
Antoni B. Chan},
title = {A Comparative Survey of Deep Active Learning},
journal = {CoRR},
volume = {abs/2203.13450},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13450},
doi = {10.48550/ARXIV.2203.13450},
eprinttype = {arXiv},
eprint = {2203.13450},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10034,
author = {Liang Shen and
Zhihua Wu and
Weibao Gong and
Hongxiang Hao and
Yangfan Bai and
HuaChao Wu and
Xinxuan Wu and
Haoyi Xiong and
Dianhai Yu and
Yanjun Ma},
title = {SE-MoE: {A} Scalable and Efficient Mixture-of-Experts Distributed
Training and Inference System},
journal = {CoRR},
volume = {abs/2205.10034},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10034},
doi = {10.48550/ARXIV.2205.10034},
eprinttype = {arXiv},
eprint = {2205.10034},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10137,
author = {Qingzhong Wang and
Haifang Li and
Haoyi Xiong and
Wen Wang and
Jiang Bian and
Yu Lu and
Shuaiqiang Wang and
Zhicong Cheng and
Jingbo Zhou and
Dawei Yin and
Dejing Dou},
title = {Practical Strategies of Active Learning to Rank for Web Search},
journal = {CoRR},
volume = {abs/2205.10137},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10137},
doi = {10.48550/ARXIV.2205.10137},
eprinttype = {arXiv},
eprint = {2205.10137},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01038,
author = {Fei Wu and
Qingzhong Wang and
Jian Bian and
Haoyi Xiong and
Ning Ding and
Feixiang Lu and
Jun Cheng and
Dejing Dou},
title = {A Survey on Video Action Recognition in Sports: Datasets, Methods
and Applications},
journal = {CoRR},
volume = {abs/2206.01038},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01038},
doi = {10.48550/ARXIV.2206.01038},
eprinttype = {arXiv},
eprint = {2206.01038},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01190,
author = {Xueying Zhan and
Ze{-}yu Dai and
Qingzhong Wang and
Qing Li and
Haoyi Xiong and
Dejing Dou and
Antoni B. Chan},
title = {Pareto Optimization for Active Learning under Out-of-Distribution
Data Scenarios},
journal = {CoRR},
volume = {abs/2207.01190},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01190},
doi = {10.48550/ARXIV.2207.01190},
eprinttype = {arXiv},
eprint = {2207.01190},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03335,
author = {Xuhong Li and
Haoyi Xiong and
Yi Liu and
Dingfu Zhou and
Zeyu Chen and
Yaqing Wang and
Dejing Dou},
title = {Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training
of Image Segmentation Models},
journal = {CoRR},
volume = {abs/2207.03335},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03335},
doi = {10.48550/ARXIV.2207.03335},
eprinttype = {arXiv},
eprint = {2207.03335},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12730,
author = {Jiang Bian and
Qingzhong Wang and
Haoyi Xiong and
Jun Huang and
Chen Liu and
Xuhong Li and
Jun Cheng and
Jun Zhao and
Feixiang Lu and
Dejing Dou},
title = {P\({}^{\mbox{2}}\)A: {A} Dataset and Benchmark for Dense Action Detection
from Table Tennis Match Broadcasting Videos},
journal = {CoRR},
volume = {abs/2207.12730},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12730},
doi = {10.48550/ARXIV.2207.12730},
eprinttype = {arXiv},
eprint = {2207.12730},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09933,
author = {Ashkan Farhangi and
Jiang Bian and
Arthur Huang and
Haoyi Xiong and
Jun Wang and
Zhishan Guo},
title = {AA-Forecast: Anomaly-Aware Forecast for Extreme Events},
journal = {CoRR},
volume = {abs/2208.09933},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09933},
doi = {10.48550/ARXIV.2208.09933},
eprinttype = {arXiv},
eprint = {2208.09933},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08716,
author = {Nicholas Gray and
Megan Moraes and
Jiang Bian and
Allen Tian and
Alex Wang and
Haoyi Xiong and
Zhishan Guo},
title = {{GLARE:} {A} Dataset for Traffic Sign Detection in Sun Glare},
journal = {CoRR},
volume = {abs/2209.08716},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08716},
doi = {10.48550/ARXIV.2209.08716},
eprinttype = {arXiv},
eprint = {2209.08716},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10984,
author = {Yuying Hao and
Yi Liu and
Juncai Peng and
Haoyi Xiong and
Guowei Chen and
Shiyu Tang and
Zeyu Chen and
Baohua Lai},
title = {{RAIS:} Robust and Accurate Interactive Segmentation via Continual
Learning},
journal = {CoRR},
volume = {abs/2210.10984},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10984},
doi = {10.48550/ARXIV.2210.10984},
eprinttype = {arXiv},
eprint = {2210.10984},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15672,
author = {Junde Wu and
Huihui Fang and
Yehui Yang and
Yu Zhang and
Haoyi Xiong and
Huazhu Fu and
Yanwu Xu},
title = {ExpNet: {A} unified network for Expert-Level Classification},
journal = {CoRR},
volume = {abs/2211.15672},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15672},
doi = {10.48550/ARXIV.2211.15672},
eprinttype = {arXiv},
eprint = {2211.15672},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09321,
author = {Qingrui Jia and
Xuhong Li and
Lei Yu and
Jiang Bian and
Penghao Zhao and
Shupeng Li and
Haoyi Xiong and
Dejing Dou},
title = {Learning from Training Dynamics: Identifying Mislabeled Data Beyond
Manually Designed Features},
journal = {CoRR},
volume = {abs/2212.09321},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09321},
doi = {10.48550/ARXIV.2212.09321},
eprinttype = {arXiv},
eprint = {2212.09321},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10613,
author = {Siyu Huang and
Tianyang Wang and
Haoyi Xiong and
Bihan Wen and
Jun Huan and
Dejing Dou},
title = {Temporal Output Discrepancy for Loss Estimation-based Active Learning},
journal = {CoRR},
volume = {abs/2212.10613},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10613},
doi = {10.48550/ARXIV.2212.10613},
eprinttype = {arXiv},
eprint = {2212.10613},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YangXXWBS21,
author = {Sijia Yang and
Haoyi Xiong and
Kaibo Xu and
Licheng Wang and
Jiang Bian and
Zeyi Sun},
title = {Improving covariance-regularized discriminant analysis for EHR-based
predictive analytics of diseases},
journal = {Appl. Intell.},
volume = {51},
number = {1},
pages = {377--395},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01810-4},
doi = {10.1007/S10489-020-01810-4},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/YangXXWBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangXZCDX21,
author = {Kafeng Wang and
Haoyi Xiong and
Jie Zhang and
Hongyang Chen and
Dejing Dou and
Cheng{-}Zhong Xu},
title = {SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic
Sensing},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {22},
pages = {16666--16679},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2021.3074907},
doi = {10.1109/JIOT.2021.3074907},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/WangXZCDX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YangXHXWZS21,
author = {Sijia Yang and
Haoyi Xiong and
Di Hu and
Kaibo Xu and
Licheng Wang and
Peizhen Zhu and
Zeyi Sun},
title = {Generalising combinatorial discriminant analysis through conditioning
truncated Rayleigh flow},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {8},
pages = {2189--2208},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01587-z},
doi = {10.1007/S10115-021-01587-Z},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/YangXHXWZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiBRCRXC21,
author = {Junjie Shi and
Jiang Bian and
Jakob Richter and
Kuan{-}Hsun Chen and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Haoyi Xiong and
Jian{-}Jia Chen},
title = {{MODES:} model-based optimization on distributed embedded systems},
journal = {Mach. Learn.},
volume = {110},
number = {6},
pages = {1527--1547},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06014-6},
doi = {10.1007/S10994-021-06014-6},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiBRCRXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JiangXWLD21,
author = {Haiyan Jiang and
Haoyi Xiong and
Dongrui Wu and
Ji Liu and
Dejing Dou},
title = {AgFlow: fast model selection of penalized {PCA} via implicit regularization
effects of gradient flow},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2131--2150},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06025-3},
doi = {10.1007/S10994-021-06025-3},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JiangXWLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/ZhangSQX21,
author = {Yunchao Zhang and
Zeyi Sun and
Ruwen Qin and
Haoyi Xiong},
title = {Idle Duration Prediction for Manufacturing System Using a Gaussian
Mixture Model Integrated Neural Network for Energy Efficiency Improvement},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {18},
number = {1},
pages = {47--55},
year = {2021},
url = {https://doi.org/10.1109/TASE.2019.2938662},
doi = {10.1109/TASE.2019.2938662},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tase/ZhangSQX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/BianYXWFSGW21,
author = {Jiang Bian and
Sijia Yang and
Haoyi Xiong and
Licheng Wang and
Yanjie Fu and
Zeyi Sun and
Zhishan Guo and
Jun Wang},
title = {{CRLEDD:} Regularized Causalities Learning for Early Detection of
Diseases Using Electronic Health Record {(EHR)} Data},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {5},
number = {4},
pages = {541--553},
year = {2021},
url = {https://doi.org/10.1109/TETCI.2020.3010017},
doi = {10.1109/TETCI.2020.3010017},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/BianYXWFSGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiXCHXD21,
author = {Xingjian Li and
Haoyi Xiong and
Zeyu Chen and
Jun Huan and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {"In-Network Ensemble": Deep Ensemble Learning with Diversified
Knowledge Distillation},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {5},
pages = {63:1--63:19},
year = {2021},
url = {https://doi.org/10.1145/3473464},
doi = {10.1145/3473464},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LiXCHXD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangXBZGGXHD21,
author = {Kafeng Wang and
Haoyi Xiong and
Jiang Bian and
Zhanxing Zhu and
Qian Gao and
Zhishan Guo and
Cheng{-}Zhong Xu and
Jun Huan and
Dejing Dou},
title = {Sampling Sparse Representations with Randomized Measurement Langevin
Dynamics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {21:1--21:21},
year = {2021},
url = {https://doi.org/10.1145/3427585},
doi = {10.1145/3427585},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangXBZGGXHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ZhaoXBGXD21,
author = {Baoxin Zhao and
Haoyi Xiong and
Jiang Bian and
Zhishan Guo and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {{COMO:} Efficient Deep Neural Networks Expansion With COnvolutional
MaxOut},
journal = {{IEEE} Trans. Multim.},
volume = {23},
pages = {1722--1730},
year = {2021},
url = {https://doi.org/10.1109/TMM.2020.3002614},
doi = {10.1109/TMM.2020.3002614},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/ZhaoXBGXD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoZHZ0XD21,
author = {Congxi Xiao and
Jingbo Zhou and
Jizhou Huang and
An Zhuo and
Ji Liu and
Haoyi Xiong and
Dejing Dou},
title = {C-Watcher: {A} Framework for Early Detection of High-Risk Neighborhoods
Ahead of {COVID-19} Outbreak},
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 = {4892--4900},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16622},
doi = {10.1609/AAAI.V35I6.16622},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiaoZHZ0XD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangZZXYHLXD21,
author = {Chao Zhang and
Jingbo Zhou and
Xiaoling Zang and
Qing Xu and
Liang Yin and
Xiang He and
Lin Liu and
Haoyi Xiong and
Dejing Dou},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{CHASE:} Commonsense-Enriched Advertising on Search Engine with Explicit
Knowledge},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4352--4361},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481902},
doi = {10.1145/3459637.3481902},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangZZXYHLXD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HuangWXHD21,
author = {Siyu Huang and
Tianyang Wang and
Haoyi Xiong and
Jun Huan and
Dejing Dou},
title = {Semi-Supervised Active Learning with Temporal Output Discrepancy},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3427--3436},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00343},
doi = {10.1109/ICCV48922.2021.00343},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/HuangWXHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdh/0003XWHLHHWD21,
author = {Ji Liu and
Haoyi Xiong and
Xiakai Wang and
Jizhou Huang and
Qiaojun Li and
Tongtong Huang and
Siyu Huang and
Haifeng Wang and
Dejing Dou},
title = {An Investigation of Containment Measure Implementation and Public
Responses to the {COVID-19} Pandemic in Mainland China},
booktitle = {{IEEE} International Conference on Digital Health, {ICDH} 2021, Chicago,
IL, USA, September 5-10, 2021},
pages = {234--243},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDH52753.2021.00046},
doi = {10.1109/ICDH52753.2021.00046},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdh/0003XWHLHHWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangXW21,
author = {Xiao Zhang and
Haoyi Xiong and
Dongrui Wu},
editor = {Zhi{-}Hua Zhou},
title = {Rethink the Connections among Generalization, Memorization, and the
Spectral Bias of DNNs},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3392--3398},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/467},
doi = {10.24963/IJCAI.2021/467},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiZ0HWXHD021,
author = {Shuangli Li and
Jingbo Zhou and
Tong Xu and
Liang Huang and
Fan Wang and
Haoyi Xiong and
Weili Huang and
Dejing Dou and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Structure-aware Interactive Graph Neural Networks for the Prediction
of Protein-Ligand Binding Affinity},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {975--985},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467311},
doi = {10.1145/3447548.3467311},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiZ0HWXHD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGLLXCWYZDDX21,
author = {Hao Liu and
Qian Gao and
Jiang Li and
Xiaochao Liao and
Hao Xiong and
Guangxing Chen and
Wenlin Wang and
Guobao Yang and
Zhiwei Zha and
Daxiang Dong and
Dejing Dou and
Haoyi Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{JIZHI:} {A} Fast and Cost-Effective Model-As-A-Service System for
Web-Scale Online Inference at Baidu},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3289--3298},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467146},
doi = {10.1145/3447548.3467146},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuGLLXCWYZDDX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10689,
author = {Xuhong Li and
Haoyi Xiong and
Xingjian Li and
Xuanyu Wu and
Xiao Zhang and
Ji Liu and
Jiang Bian and
Dejing Dou},
title = {Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness,
and Beyond},
journal = {CoRR},
volume = {abs/2103.10689},
year = {2021},
url = {https://arxiv.org/abs/2103.10689},
eprinttype = {arXiv},
eprint = {2103.10689},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13941,
author = {Xingjian Li and
Haoyi Xiong and
Chengzhong Xu and
Dejing Dou},
title = {{SMILE:} Self-Distilled MIxup for Efficient Transfer LEarning},
journal = {CoRR},
volume = {abs/2103.13941},
year = {2021},
url = {https://arxiv.org/abs/2103.13941},
eprinttype = {arXiv},
eprint = {2103.13941},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14362,
author = {Ji Liu and
Jizhou Huang and
Yang Zhou and
Xuhong Li and
Shilei Ji and
Haoyi Xiong and
Dejing Dou},
title = {From Distributed Machine Learning to Federated Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2104.14362},
year = {2021},
url = {https://arxiv.org/abs/2104.14362},
eprinttype = {arXiv},
eprint = {2104.14362},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01674,
author = {Hao Liu and
Qian Gao and
Jiang Li and
Xiaochao Liao and
Hao Xiong and
Guangxing Chen and
Wenlin Wang and
Guobao Yang and
Zhiwei Zha and
Daxiang Dong and
Dejing Dou and
Haoyi Xiong},
title = {{JIZHI:} {A} Fast and Cost-Effective Model-As-A-Service System for
Web-Scale Online Inference at Baidu},
journal = {CoRR},
volume = {abs/2106.01674},
year = {2021},
url = {https://arxiv.org/abs/2106.01674},
eprinttype = {arXiv},
eprint = {2106.01674},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01714,
author = {Xiao Zhang and
Dongrui Wu and
Haoyi Xiong and
Bo Dai},
title = {Optimization Variance: Exploring Generalization Properties of DNNs},
journal = {CoRR},
volume = {abs/2106.01714},
year = {2021},
url = {https://arxiv.org/abs/2106.01714},
eprinttype = {arXiv},
eprint = {2106.01714},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10653,
author = {Xuanyu Wu and
Xuhong Li and
Haoyi Xiong and
Xiao Zhang and
Siyu Huang and
Dejing Dou},
title = {Practical Assessment of Generalization Performance Robustness for
Deep Networks via Contrastive Examples},
journal = {CoRR},
volume = {abs/2106.10653},
year = {2021},
url = {https://arxiv.org/abs/2106.10653},
eprinttype = {arXiv},
eprint = {2106.10653},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13681,
author = {Haiyan Jiang and
Shuyu Li and
Luwei Zhang and
Haoyi Xiong and
Dejing Dou},
title = {Robust Matrix Factorization with Grouping Effect},
journal = {CoRR},
volume = {abs/2106.13681},
year = {2021},
url = {https://arxiv.org/abs/2106.13681},
eprinttype = {arXiv},
eprint = {2106.13681},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00948,
author = {Zhiyuan Wang and
Haoyi Xiong and
Jie Zhang and
Sijia Yang and
Mehdi Boukhechba and
Laura E. Barnes and
Daqing Zhang},
title = {From Personalized Medicine to Population Health: {A} Survey of mHealth
Sensing Techniques},
journal = {CoRR},
volume = {abs/2107.00948},
year = {2021},
url = {https://arxiv.org/abs/2107.00948},
eprinttype = {arXiv},
eprint = {2107.00948},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08621,
author = {Qingzhong Wang and
Pengfei Zhang and
Haoyi Xiong and
Jian Zhao},
title = {Face.evoLVe: {A} High-Performance Face Recognition Library},
journal = {CoRR},
volume = {abs/2107.08621},
year = {2021},
url = {https://arxiv.org/abs/2107.08621},
eprinttype = {arXiv},
eprint = {2107.08621},
timestamp = {Tue, 20 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10670,
author = {Shuangli Li and
Jingbo Zhou and
Tong Xu and
Liang Huang and
Fan Wang and
Haoyi Xiong and
Weili Huang and
Dejing Dou and
Hui Xiong},
title = {Structure-aware Interactive Graph Neural Networks for the Prediction
of Protein-Ligand Binding Affinity},
journal = {CoRR},
volume = {abs/2107.10670},
year = {2021},
url = {https://arxiv.org/abs/2107.10670},
eprinttype = {arXiv},
eprint = {2107.10670},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14153,
author = {Siyu Huang and
Tianyang Wang and
Haoyi Xiong and
Jun Huan and
Dejing Dou},
title = {Semi-Supervised Active Learning with Temporal Output Discrepancy},
journal = {CoRR},
volume = {abs/2107.14153},
year = {2021},
url = {https://arxiv.org/abs/2107.14153},
eprinttype = {arXiv},
eprint = {2107.14153},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00707,
author = {Xuhong Li and
Haoyi Xiong and
Siyu Huang and
Shilei Ji and
Dejing Dou},
title = {Cross-Model Consensus of Explanations and Beyond for Image Classification
Models: An Empirical Study},
journal = {CoRR},
volume = {abs/2109.00707},
year = {2021},
url = {https://arxiv.org/abs/2109.00707},
eprinttype = {arXiv},
eprint = {2109.00707},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03554,
author = {Fan Wang and
Hao Tian and
Haoyi Xiong and
Hua Wu and
Yang Cao and
Yu Kang and
Haifeng Wang},
title = {Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks
For Task Generalization},
journal = {CoRR},
volume = {abs/2109.03554},
year = {2021},
url = {https://arxiv.org/abs/2109.03554},
eprinttype = {arXiv},
eprint = {2109.03554},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10259,
author = {Yihang Yin and
Qingzhong Wang and
Siyu Huang and
Haoyi Xiong and
Xiang Zhang},
title = {AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators},
journal = {CoRR},
volume = {abs/2109.10259},
year = {2021},
url = {https://arxiv.org/abs/2109.10259},
eprinttype = {arXiv},
eprint = {2109.10259},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02863,
author = {Haoran Liu and
Haoyi Xiong and
Yaqing Wang and
Haozhe An and
Dongrui Wu and
Dejing Dou},
title = {Exploring the Common Principal Subspace of Deep Features in Neural
Networks},
journal = {CoRR},
volume = {abs/2110.02863},
year = {2021},
url = {https://arxiv.org/abs/2110.02863},
eprinttype = {arXiv},
eprint = {2110.02863},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03273,
author = {Haiyan Jiang and
Haoyi Xiong and
Dongrui Wu and
Ji Liu and
Dejing Dou},
title = {AgFlow: Fast Model Selection of Penalized {PCA} via Implicit Regularization
Effects of Gradient Flow},
journal = {CoRR},
volume = {abs/2110.03273},
year = {2021},
url = {https://arxiv.org/abs/2110.03273},
eprinttype = {arXiv},
eprint = {2110.03273},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12377,
author = {Kafeng Wang and
Haoyi Xiong and
Jie Zhang and
Hongyang Chen and
Dejing Dou and
Cheng{-}Zhong Xu},
title = {SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive
Magnetic Sensing},
journal = {CoRR},
volume = {abs/2110.12377},
year = {2021},
url = {https://arxiv.org/abs/2110.12377},
eprinttype = {arXiv},
eprint = {2110.12377},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07146,
author = {Lutao Chu and
Yi Liu and
Zewu Wu and
Shiyu Tang and
Guowei Chen and
Yuying Hao and
Juncai Peng and
Zhiliang Yu and
Zeyu Chen and
Baohua Lai and
Haoyi Xiong},
title = {PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale
Teleconferencing Video Dataset},
journal = {CoRR},
volume = {abs/2112.07146},
year = {2021},
url = {https://arxiv.org/abs/2112.07146},
eprinttype = {arXiv},
eprint = {2112.07146},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07980,
author = {Ji Liu and
Lei Mo and
Sijia Yang and
Jingbo Zhou and
Shilei Ji and
Haoyi Xiong and
Dejing Dou},
title = {Data Placement for Multi-Tenant Data Federation on the Cloud},
journal = {CoRR},
volume = {abs/2112.07980},
year = {2021},
url = {https://arxiv.org/abs/2112.07980},
eprinttype = {arXiv},
eprint = {2112.07980},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangLXY20,
author = {Yongliang Yang and
Zhijie Liu and
Haoyi Xiong and
Yixin Yin},
title = {Adaptive singularity-free controller design of constrained nonlinear
systems with prescribed performance},
journal = {Neurocomputing},
volume = {417},
pages = {212--223},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.07.029},
doi = {10.1016/J.NEUCOM.2020.07.029},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangLXY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/YangDXYW20,
author = {Yongliang Yang and
Dawei Ding and
Haoyi Xiong and
Yixin Yin and
Donald C. Wunsch},
title = {Online barrier-actor-critic learning for \emph{H}\({}_{\mbox{{\(\infty\)}}}\)
control with full-state constraints and input saturation},
journal = {J. Frankl. Inst.},
volume = {357},
number = {6},
pages = {3316--3344},
year = {2020},
url = {https://doi.org/10.1016/j.jfranklin.2019.12.017},
doi = {10.1016/J.JFRANKLIN.2019.12.017},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfi/YangDXYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BianXFHG20,
author = {Jiang Bian and
Haoyi Xiong and
Yanjie Fu and
Jun Huan and
Zhishan Guo},
title = {MP\({}^{\mbox{2}}\)SDA: Multi-Party Parallelized Sparse Discriminant
Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {3},
pages = {26:1--26:22},
year = {2020},
url = {https://doi.org/10.1145/3374919},
doi = {10.1145/3374919},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/BianXFHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AnXHL20,
author = {Jie An and
Haoyi Xiong and
Jun Huan and
Jiebo Luo},
title = {Ultrafast Photorealistic Style Transfer via Neural Architecture Search},
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 = {10443--10450},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6614},
doi = {10.1609/AAAI.V34I07.6614},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AnXHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KangLYXA0FWD20,
author = {Qi Kang and
Ji Liu and
Sijia Yang and
Haoyi Xiong and
Haozhe An and
Xingjian Li and
Zhi Feng and
Licheng Wang and
Dejing Dou},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Quasi-optimal Data Placement for Secure Multi-tenant Data Federation
on the Cloud},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1954--1963},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377953},
doi = {10.1109/BIGDATA50022.2020.9377953},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/KangLYXA0FWD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuWXHHADW20,
author = {Ji Liu and
Xiakai Wang and
Haoyi Xiong and
Jizhou Huang and
Siyu Huang and
Haozhe An and
Dejing Dou and
Haifeng Wang},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {An Investigation of Containment Measures Against the {COVID-19} Pandemic
in Mainland China},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {3204--3211},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378097},
doi = {10.1109/BIGDATA50022.2020.9378097},
timestamp = {Mon, 27 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuWXHHADW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/WangWCHXLD20,
author = {Qingzhong Wang and
Jiuniu Wang and
Antoni B. Chan and
Siyu Huang and
Haoyi Xiong and
Xingjian Li and
Dejing Dou},
title = {Neighbours Matter: Image Captioning with Similar Images},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0342.pdf},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/WangWCHXLD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaci/VaidhunG0X020,
author = {Sudharsan Vaidhun and
Zhishan Guo and
Jiang Bian and
Haoyi Xiong and
Sajal K. Das},
title = {Priority-based Multi-Flight Path Planning with Uncertain Sector Capacities},
booktitle = {12th International Conference on Advanced Computational Intelligence,
{ICACI} 2020, Dali, China, August 14-16, 2020},
pages = {529--535},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICACI49185.2020.9177760},
doi = {10.1109/ICACI49185.2020.9177760},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaci/VaidhunG0X020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002XA0D20,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {{RIFLE:} Backpropagation in Depth for Deep Transfer Learning through
Re-Initializing the Fully-connected LayEr},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6010--6019},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20r.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002XA0D20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuHXHBZ20,
author = {Jingfeng Wu and
Wenqing Hu and
Haoyi Xiong and
Jun Huan and
Vladimir Braverman and
Zhanxing Zhu},
title = {On the Noisy Gradient Descent that Generalizes as {SGD}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10367--10376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuHXHBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangXCWZWHD20,
author = {Siyu Huang and
Haoyi Xiong and
Zhi{-}Qi Cheng and
Qingzhong Wang and
Xingran Zhou and
Bihan Wen and
Jun Huan and
Dejing Dou},
editor = {Christian Bessiere},
title = {Generating Person Images with Appearance-aware Pose Stylizer},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {623--629},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/87},
doi = {10.24963/IJCAI.2020/87},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuangXCWZWHD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09414,
author = {Di Hu and
Zheng Wang and
Haoyi Xiong and
Dong Wang and
Feiping Nie and
Dejing Dou},
title = {Curriculum Audiovisual Learning},
journal = {CoRR},
volume = {abs/2001.09414},
year = {2020},
url = {https://arxiv.org/abs/2001.09414},
eprinttype = {arXiv},
eprint = {2001.09414},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-07694,
author = {Siyu Huang and
Haoyi Xiong and
Tianyang Wang and
Qingzhong Wang and
Zeyu Chen and
Jun Huan and
Dejing Dou},
title = {Parameter-Free Style Projection for Arbitrary Style Transfer},
journal = {CoRR},
volume = {abs/2003.07694},
year = {2020},
url = {https://arxiv.org/abs/2003.07694},
eprinttype = {arXiv},
eprint = {2003.07694},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-07694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12443,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Dejing Dou and
Chengzhong Xu},
title = {{COLAM:} Co-Learning of Deep Neural Networks and Soft Labels via Alternating
Minimization},
journal = {CoRR},
volume = {abs/2004.12443},
year = {2020},
url = {https://arxiv.org/abs/2004.12443},
eprinttype = {arXiv},
eprint = {2004.12443},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03349,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Chengzhong Xu and
Dejing Dou},
title = {{RIFLE:} Backpropagation in Depth for Deep Transfer Learning through
Re-Initializing the Fully-connected LayEr},
journal = {CoRR},
volume = {abs/2007.03349},
year = {2020},
url = {https://arxiv.org/abs/2007.03349},
eprinttype = {arXiv},
eprint = {2007.03349},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08254,
author = {Ji Liu and
Xiakai Wang and
Haoyi Xiong and
Jizhou Huang and
Siyu Huang and
Haozhe An and
Dejing Dou and
Haifeng Wang},
title = {An Investigation of Containment Measures Against the {COVID-19} Pandemic
in Mainland China},
journal = {CoRR},
volume = {abs/2007.08254},
year = {2020},
url = {https://arxiv.org/abs/2007.08254},
eprinttype = {arXiv},
eprint = {2007.08254},
timestamp = {Mon, 27 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09077,
author = {Siyu Huang and
Haoyi Xiong and
Zhi{-}Qi Cheng and
Qingzhong Wang and
Xingran Zhou and
Bihan Wen and
Jun Huan and
Dejing Dou},
title = {Generating Person Images with Appearance-aware Pose Stylizer},
journal = {CoRR},
volume = {abs/2007.09077},
year = {2020},
url = {https://arxiv.org/abs/2007.09077},
eprinttype = {arXiv},
eprint = {2007.09077},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10252,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Chengzhong Xu and
Dejing Dou},
title = {XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain
Mixup},
journal = {CoRR},
volume = {abs/2007.10252},
year = {2020},
url = {https://arxiv.org/abs/2007.10252},
eprinttype = {arXiv},
eprint = {2007.10252},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08532,
author = {Xingjian Li and
Di Hu and
Xuhong Li and
Haoyi Xiong and
Zhi Ye and
Zhipeng Wang and
Chengzhong Xu and
Dejing Dou},
title = {Towards Accurate Knowledge Transfer via Target-awareness Representation
Disentanglement},
journal = {CoRR},
volume = {abs/2010.08532},
year = {2020},
url = {https://arxiv.org/abs/2010.08532},
eprinttype = {arXiv},
eprint = {2010.08532},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09624,
author = {Jingbo Zhou and
Shuangli Li and
Liang Huang and
Haoyi Xiong and
Fan Wang and
Tong Xu and
Hui Xiong and
Dejing Dou},
title = {Distance-aware Molecule Graph Attention Network for Drug-Target Binding
Affinity Prediction},
journal = {CoRR},
volume = {abs/2012.09624},
year = {2020},
url = {https://arxiv.org/abs/2012.09624},
eprinttype = {arXiv},
eprint = {2012.09624},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12169,
author = {Congxi Xiao and
Jingbo Zhou and
Jizhou Huang and
An Zhuo and
Ji Liu and
Haoyi Xiong and
Dejing Dou},
title = {C-Watcher: {A} Framework for Early Detection of High-Risk Neighborhoods
Ahead of {COVID-19} Outbreak},
journal = {CoRR},
volume = {abs/2012.12169},
year = {2020},
url = {https://arxiv.org/abs/2012.12169},
eprinttype = {arXiv},
eprint = {2012.12169},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangBWZFX19,
author = {Sijia Yang and
Jiang Bian and
Licheng Wang and
Haojin Zhu and
Yanjie Fu and
Haoyi Xiong},
title = {EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing},
journal = {{IEEE} Access},
volume = {7},
pages = {1495122--95131},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2018.2870298},
doi = {10.1109/ACCESS.2018.2870298},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangBWZFX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/IslamZSXH19,
author = {Md Monirul Islam and
Xiao Zhong and
Zeyi Sun and
Haoyi Xiong and
Wenqing Hu},
title = {Real-time frequency regulation using aggregated electric vehicles
in smart grid},
journal = {Comput. Ind. Eng.},
volume = {134},
pages = {11--26},
year = {2019},
url = {https://doi.org/10.1016/j.cie.2019.05.025},
doi = {10.1016/J.CIE.2019.05.025},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/IslamZSXH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiongCBHSG19,
author = {Haoyi Xiong and
Wei Cheng and
Jiang Bian and
Wenqing Hu and
Zeyi Sun and
Zhishan Guo},
title = {{\textdollar}{\textbackslash}mathcal\{DBSDA\}{\textdollar} : Lowering
the Bound of Misclassification Rate for Sparse Linear Discriminant
Analysis via Model Debiasing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {3},
pages = {707--717},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2846783},
doi = {10.1109/TNNLS.2018.2846783},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/XiongCBHSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangGXDYW19,
author = {Yongliang Yang and
Zhishan Guo and
Haoyi Xiong and
Da{-}Wei Ding and
Yixin Yin and
Donald C. Wunsch},
title = {Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems
via Off-Policy Reinforcement Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {12},
pages = {3735--3747},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2019.2897814},
doi = {10.1109/TNNLS.2019.2897814},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangGXDYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiongWBZXGH19,
author = {Haoyi Xiong and
Kafeng Wang and
Jiang Bian and
Zhanxing Zhu and
Cheng{-}Zhong Xu and
Zhishan Guo and
Jun Huan},
title = {SpHMC: Spectral Hamiltonian Monte Carlo},
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 = {5516--5524},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015516},
doi = {10.1609/AAAI.V33I01.33015516},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiongWBZXGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FengHXSYZWCYL19,
author = {Zhi Feng and
Jun Huan and
Haoyi Xiong and
Chuanyuan Song and
Sijia Yang and
Baoxin Zhao and
Licheng Wang and
Zeyu Chen and
Shengwen Yang and
Liping Liu},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {SecureGBM: Secure Multi-Party Gradient Boosting},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1312--1321},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006000},
doi = {10.1109/BIGDATA47090.2019.9006000},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/FengHXSYZWCYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/YinXZGBZ19,
author = {Zhengcong Yin and
Haoyi Xiong and
Xun Zhou and
Daniel W. Goldberg and
David A. Bennett and
Chong Zhang},
editor = {Song Gao and
Shawn D. Newsam and
Liang Zhao and
Dalton D. Lunga and
Yingjie Hu and
Bruno Martins and
Xun Zhou and
Feng Chen},
title = {A Deep Learning based Illegal Parking Detection Platform},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago,
IL, USA, November 5, 2019},
pages = {32--35},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3356471.3365233},
doi = {10.1145/3356471.3365233},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/YinXZGBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WanXLZH19,
author = {Ruosi Wan and
Haoyi Xiong and
Xingjian Li and
Zhanxing Zhu and
Jun Huan},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Towards Making Deep Transfer Learning Never Hurt},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {578--587},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00068},
doi = {10.1109/ICDM.2019.00068},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WanXLZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiXWRLH19,
author = {Xingjian Li and
Haoyi Xiong and
Hanchao Wang and
Yuxuan Rao and
Liping Liu and
Jun Huan},
title = {Delta: Deep Learning Transfer using Feature Map with Attention for
Convolutional Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rkgbwsAcYm},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiXWRLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WanZXZ19,
author = {Ruosi Wan and
Mingjun Zhong and
Haoyi Xiong and
Zhanxing Zhu},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Neural Control Variates for Monte Carlo Variance Reduction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {533--547},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_32},
doi = {10.1007/978-3-030-46147-8\_32},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WanZXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtss/LiXGW019,
author = {Li Li and
Haoyi Xiong and
Zhishan Guo and
Jun Wang and
Cheng{-}Zhong Xu},
title = {SmartPC: Hierarchical Pace Control in Real-Time Federated Learning
System},
booktitle = {{IEEE} Real-Time Systems Symposium, {RTSS} 2019, Hong Kong, SAR, China,
December 3-6, 2019},
pages = {406--418},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/RTSS46320.2019.00043},
doi = {10.1109/RTSS46320.2019.00043},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rtss/LiXGW019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/WangWWXZ019,
author = {Feng Wang and
Yasha Wang and
Jiangtao Wang and
Haoyi Xiong and
Junfeng Zhao and
Daqing Zhang},
title = {Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical
Study},
booktitle = {2019 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019, Leicester,
United Kingdom, August 19-23, 2019},
pages = {1031--1038},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00200},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-IOP-SCI.2019.00200},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/WangWWXZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06054,
author = {Wenqing Hu and
Zhanxing Zhu and
Haoyi Xiong and
Jun Huan},
title = {Quasi-potential as an implicit regularizer for the loss function in
the stochastic gradient descent},
journal = {CoRR},
volume = {abs/1901.06054},
year = {2019},
url = {http://arxiv.org/abs/1901.06054},
eprinttype = {arXiv},
eprint = {1901.06054},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09229,
author = {Xingjian Li and
Haoyi Xiong and
Hanchao Wang and
Yuxuan Rao and
Liping Liu and
Jun Huan},
title = {{DELTA:} DEep Learning Transfer using Feature Map with Attention for
Convolutional Networks},
journal = {CoRR},
volume = {abs/1901.09229},
year = {2019},
url = {http://arxiv.org/abs/1901.09229},
eprinttype = {arXiv},
eprint = {1901.09229},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02470,
author = {Jie An and
Haoyi Xiong and
Jinwen Ma and
Jiebo Luo and
Jun Huan},
title = {StyleNAS: An Empirical Study of Neural Architecture Search to Uncover
Surprisingly Fast End-to-End Universal Style Transfer Networks},
journal = {CoRR},
volume = {abs/1906.02470},
year = {2019},
url = {http://arxiv.org/abs/1906.02470},
eprinttype = {arXiv},
eprint = {1906.02470},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07405,
author = {Jingfeng Wu and
Wenqing Hu and
Haoyi Xiong and
Jun Huan and
Zhanxing Zhu},
title = {The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent
Regularization, Continuous and Discrete Approximation},
journal = {CoRR},
volume = {abs/1906.07405},
year = {2019},
url = {http://arxiv.org/abs/1906.07405},
eprinttype = {arXiv},
eprint = {1906.07405},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03118,
author = {Jie An and
Haoyi Xiong and
Jiebo Luo and
Jun Huan and
Jinwen Ma},
title = {Fast Universal Style Transfer for Artistic and Photorealistic Rendering},
journal = {CoRR},
volume = {abs/1907.03118},
year = {2019},
url = {http://arxiv.org/abs/1907.03118},
eprinttype = {arXiv},
eprint = {1907.03118},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07489,
author = {Ruosi Wan and
Haoyi Xiong and
Xingjian Li and
Zhanxing Zhu and
Jun Huan},
title = {Towards Making Deep Transfer Learning Never Hurt},
journal = {CoRR},
volume = {abs/1911.07489},
year = {2019},
url = {http://arxiv.org/abs/1911.07489},
eprinttype = {arXiv},
eprint = {1911.07489},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11997,
author = {Zhi Feng and
Haoyi Xiong and
Chuanyuan Song and
Sijia Yang and
Baoxin Zhao and
Licheng Wang and
Zeyu Chen and
Shengwen Yang and
Liping Liu and
Jun Huan},
title = {SecureGBM: Secure Multi-Party Gradient Boosting},
journal = {CoRR},
volume = {abs/1911.11997},
year = {2019},
url = {http://arxiv.org/abs/1911.11997},
eprinttype = {arXiv},
eprint = {1911.11997},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02398,
author = {Jie An and
Haoyi Xiong and
Jun Huan and
Jiebo Luo},
title = {Ultrafast Photorealistic Style Transfer via Neural Architecture Search},
journal = {CoRR},
volume = {abs/1912.02398},
year = {2019},
url = {http://arxiv.org/abs/1912.02398},
eprinttype = {arXiv},
eprint = {1912.02398},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/IslamZXS18,
author = {Md Monirul Islam and
Xiao Zhong and
Haoyi Xiong and
Zeyi Sun},
title = {Optimal scheduling of manufacturing and onsite generation systems
in over-generation mitigation oriented electricity demand response
program},
journal = {Comput. Ind. Eng.},
volume = {115},
pages = {381--388},
year = {2018},
url = {https://doi.org/10.1016/j.cie.2017.11.031},
doi = {10.1016/J.CIE.2017.11.031},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/IslamZXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/BhuiyanGSGX18,
author = {Ashikahmed Bhuiyan and
Zhishan Guo and
Abusayeed Saifullah and
Nan Guan and
Haoyi Xiong},
title = {Energy-Efficient Real-Time Scheduling of {DAG} Tasks},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {17},
number = {5},
pages = {84:1--84:25},
year = {2018},
url = {https://doi.org/10.1145/3241049},
doi = {10.1145/3241049},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/BhuiyanGSGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangZYPCHXW18,
author = {Leye Wang and
Daqing Zhang and
Dingqi Yang and
Animesh Pathak and
Chao Chen and
Xiao Han and
Haoyi Xiong and
Yasha Wang},
title = {{SPACE-TA:} Cost-Effective Task Allocation Exploiting Intradata and
Interdata Correlations in Sparse Crowdsensing},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {2},
pages = {20:1--20:28},
year = {2018},
url = {https://doi.org/10.1145/3131671},
doi = {10.1145/3131671},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangZYPCHXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangYHGX18,
author = {Liang Wang and
Zhiwen Yu and
Qi Han and
Bin Guo and
Haoyi Xiong},
title = {Multi-Objective Optimization Based Allocation of Heterogeneous Spatial
Crowdsourcing Tasks},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {17},
number = {7},
pages = {1637--1650},
year = {2018},
url = {https://doi.org/10.1109/TMC.2017.2771259},
doi = {10.1109/TMC.2017.2771259},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/WangYHGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangWZWXCLQ18,
author = {Jiangtao Wang and
Yasha Wang and
Daqing Zhang and
Feng Wang and
Haoyi Xiong and
Chao Chen and
Qin Lv and
Zhaopeng Qiu},
title = {Multi-Task Allocation in Mobile Crowd Sensing with Individual Task
Quality Assurance},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {17},
number = {9},
pages = {2101--2113},
year = {2018},
url = {https://doi.org/10.1109/TMC.2018.2793908},
doi = {10.1109/TMC.2018.2793908},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/WangWZWXCLQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/ZhuGYX18,
author = {Weiping Zhu and
Wenzhong Guo and
Zhiyong Yu and
Haoyi Xiong},
title = {Multitask Allocation to Heterogeneous Participants in Mobile Crowd
Sensing},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2018},
pages = {7218061:1--7218061:10},
year = {2018},
url = {https://doi.org/10.1155/2018/7218061},
doi = {10.1155/2018/7218061},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/ZhuGYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/MaoGWXG18,
author = {Ying Mao and
Victoria Green and
Jiayin Wang and
Haoyi Xiong and
Zhishan Guo},
title = {{DRESS:} Dynamic RESource-Reservation Scheme for Congested Data-Intensive
Computing Platforms},
booktitle = {11th {IEEE} International Conference on Cloud Computing, {CLOUD} 2018,
San Francisco, CA, USA, July 2-7, 2018},
pages = {694--701},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CLOUD.2018.00095},
doi = {10.1109/CLOUD.2018.00095},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcloud/MaoGWXG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BianXFD18,
author = {Jiang Bian and
Haoyi Xiong and
Yanjie Fu and
Sajal K. Das},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {{CSWA:} Aggregation-Free Spatial-Temporal Community Sensing},
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 = {2087--2094},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11850},
doi = {10.1609/AAAI.V32I1.11850},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BianXFD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/XiongVZLL18,
author = {Haoyi Xiong and
Amin Vahedian and
Xun Zhou and
Yanhua Li and
Jun Luo},
editor = {Gautam S. Thakur and
Sabine Storandt},
title = {Predicting Traffic Congestion Propagation Patterns: {A} Propagation
Graph Approach},
booktitle = {Proceedings of the 11th {ACM} {SIGSPATIAL} International Workshop
on Computational Transportation Science, IWCTS@SIGSPATIAL 2018, Seattle,
WA, USA, November 6, 2018},
pages = {60--69},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3283207.3283213},
doi = {10.1145/3283207.3283213},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/XiongVZLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuFXJLHY18,
author = {Xin Xu and
Yanjie Fu and
Haoyi Xiong and
Bo Jin and
Xiaolin Li and
Shuli Hu and
Minghao Yin},
title = {Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification
Model for Finding Right Doctors with Healthcare Experience Data},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {647--656},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00080},
doi = {10.1109/ICDM.2018.00080},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuFXJLHY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiongCFHBG18,
author = {Haoyi Xiong and
Wei Cheng and
Yanjie Fu and
Wenqing Hu and
Jiang Bian and
Zhishan Guo},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {De-biasing Covariance-Regularized Discriminant Analysis},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2889--2897},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/401},
doi = {10.24963/IJCAI.2018/401},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XiongCFHBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rtss/GuoYVADX18,
author = {Zhishan Guo and
Kecheng Yang and
Sudharsan Vaidhun and
Samsil Arefin and
Sajal K. Das and
Haoyi Xiong},
title = {Uniprocessor Mixed-Criticality Scheduling with Graceful Degradation
by Completion Rate},
booktitle = {2018 {IEEE} Real-Time Systems Symposium, {RTSS} 2018, Nashville, TN,
USA, December 11-14, 2018},
pages = {373--383},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/RTSS.2018.00052},
doi = {10.1109/RTSS.2018.00052},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rtss/GuoYVADX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08359,
author = {Ying Mao and
Victoria Green and
Jiayin Wang and
Haoyi Xiong and
Zhishan Guo},
title = {{DRESS:} Dynamic RESource-reservation Scheme for Congested Data-intensive
Computing Platforms},
journal = {CoRR},
volume = {abs/1805.08359},
year = {2018},
url = {http://arxiv.org/abs/1805.08359},
eprinttype = {arXiv},
eprint = {1805.08359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/XiongZGCB17,
author = {Haoyi Xiong and
Daqing Zhang and
Zhishan Guo and
Guanling Chen and
Laura E. Barnes},
title = {Near-Optimal Incentive Allocation for Piggyback Crowdsensing},
journal = {{IEEE} Commun. Mag.},
volume = {55},
number = {6},
pages = {120--125},
year = {2017},
url = {https://doi.org/10.1109/MCOM.2017.1600748},
doi = {10.1109/MCOM.2017.1600748},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/XiongZGCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/XiongZHLB17,
author = {Haoyi Xiong and
Jinghe Zhang and
Yu Huang and
Kevin Leach and
Laura E. Barnes},
title = {\emph{Daehr}: {A} Discriminant Analysis Framework for Electronic Health
Record Data and an Application to Early Detection of Mental Health
Disorders},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {3},
pages = {47:1--47:21},
year = {2017},
url = {https://doi.org/10.1145/3007195},
doi = {10.1145/3007195},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/XiongZHLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangZXGCX17,
author = {Leye Wang and
Daqing Zhang and
Haoyi Xiong and
John Paul Gibson and
Chao Chen and
Bing Xie},
title = {ecoSense: Minimize Participants' Total 3G Data Cost in Mobile Crowdsensing
Using Opportunistic Relays},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {47},
number = {6},
pages = {965--978},
year = {2017},
url = {https://doi.org/10.1109/TSMC.2016.2523902},
doi = {10.1109/TSMC.2016.2523902},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WangZXGCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/BianBCX17,
author = {Jiang Bian and
Laura E. Barnes and
Guanling Chen and
Haoyi Xiong},
title = {Early detection of diseases using electronic health records data and
covariance-regularized linear discriminant analysis},
booktitle = {2017 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2017, Orland, FL, USA, February 16-19, 2017},
pages = {457--460},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/BHI.2017.7897304},
doi = {10.1109/BHI.2017.7897304},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/BianBCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecrts/GuoBSGX17,
author = {Zhishan Guo and
Ashikahmed Bhuiyan and
Abusayeed Saifullah and
Nan Guan and
Haoyi Xiong},
editor = {Marko Bertogna},
title = {Energy-Efficient Multi-Core Scheduling for Real-Time {DAG} Tasks},
booktitle = {29th Euromicro Conference on Real-Time Systems, {ECRTS} 2017, June
27-30, 2017, Dubrovnik, Croatia},
series = {LIPIcs},
volume = {76},
pages = {22:1--22:21},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.ECRTS.2017.22},
doi = {10.4230/LIPICS.ECRTS.2017.22},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecrts/GuoBSGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiongCHBG17,
author = {Haoyi Xiong and
Wei Cheng and
Wenqing Hu and
Jiang Bian and
Zhishan Guo},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {{AWDA:} An Adaptive Wishart Discriminant Analysis},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {525--534},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.62},
doi = {10.1109/ICDM.2017.62},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XiongCHBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BianXCHGF17,
author = {Jiang Bian and
Haoyi Xiong and
Wei Cheng and
Wenqing Hu and
Zhishan Guo and
Yanjie Fu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Multi-party Sparse Discriminant Learning},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {745--750},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.86},
doi = {10.1109/ICDM.2017.86},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BianXCHGF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/ZhangGWXZ17,
author = {Ying Zhang and
Zhishan Guo and
Lingxiang Wang and
Haoyi Xiong and
Zhenkai Zhang},
title = {Integrating Cache-Related Preemption Delay into {GEDF} Analysis for
Multiprocessor Scheduling with On-chip Cache},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {815--822},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.317},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.317},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/ZhangGWXZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/LiuLZWGCX17,
author = {Yongpeng Liu and
Yusong Lin and
Xingjin Zhang and
Zongmin Wang and
Yang Gao and
Guanling Chen and
Haoyi Xiong},
title = {Classifying respiratory sounds using electronic stethoscope},
booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco,
CA, USA, August 4-8, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/UIC-ATC.2017.8397496},
doi = {10.1109/UIC-ATC.2017.8397496},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/uic/LiuLZWGCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/VaidhunAGXD17,
author = {Sudharsan Vaidhun and
Samsil Arefin and
Zhishan Guo and
Haoyi Xiong and
Sajal K. Das},
title = {Response time in mixed-critical pervasive systems},
booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco,
CA, USA, August 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/UIC-ATC.2017.8397530},
doi = {10.1109/UIC-ATC.2017.8397530},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/VaidhunAGXD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongCHBG17,
author = {Haoyi Xiong and
Wei Cheng and
Wenqing Hu and
Jiang Bian and
Zhishan Guo},
title = {{FWDA:} a Fast Wishart Discriminant Analysis with its Application
to Electronic Health Records Data Classification},
journal = {CoRR},
volume = {abs/1704.07790},
year = {2017},
url = {http://arxiv.org/abs/1704.07790},
eprinttype = {arXiv},
eprint = {1704.07790},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XiongCHBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05712,
author = {Jiang Bian and
Haoyi Xiong and
Yanjie Fu and
Sajal K. Das},
title = {{CSWA:} Aggregation-Free Spatial-Temporal Community Sensing},
journal = {CoRR},
volume = {abs/1711.05712},
year = {2017},
url = {http://arxiv.org/abs/1711.05712},
eprinttype = {arXiv},
eprint = {1711.05712},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/AsgariSXGE16,
author = {Fereshteh Asgari and
Alexis Sultan and
Haoyi Xiong and
Vincent Gauthier and
Moun{\^{\i}}m A. El{-}Yacoubi},
title = {CT-Mapper: Mapping sparse multimodal cellular trajectories using a
multilayer transportation network},
journal = {Comput. Commun.},
volume = {95},
pages = {69--81},
year = {2016},
url = {https://doi.org/10.1016/j.comcom.2016.04.014},
doi = {10.1016/J.COMCOM.2016.04.014},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/AsgariSXGE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangWZWXHHW16,
author = {Jiangtao Wang and
Yasha Wang and
Daqing Zhang and
Leye Wang and
Haoyi Xiong and
Abdelsalam Helal and
Yuanduo He and
Feng Wang},
title = {Fine-Grained Multitask Allocation for Participatory Sensing With a
Shared Budget},
journal = {{IEEE} Internet Things J.},
volume = {3},
number = {6},
pages = {1395--1405},
year = {2016},
url = {https://doi.org/10.1109/JIOT.2016.2608141},
doi = {10.1109/JIOT.2016.2608141},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangWZWXHHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/XiongZCWGB16,
author = {Haoyi Xiong and
Daqing Zhang and
Guanling Chen and
Leye Wang and
Vincent Gauthier and
Laura E. Barnes},
title = {iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {15},
number = {8},
pages = {2010--2022},
year = {2016},
url = {https://doi.org/10.1109/TMC.2015.2483505},
doi = {10.1109/TMC.2015.2483505},
timestamp = {Fri, 27 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/XiongZCWGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/XiongHBG16,
author = {Haoyi Xiong and
Yu Huang and
Laura E. Barnes and
Matthew S. Gerber},
editor = {Paul Lukowicz and
Antonio Kr{\"{u}}ger and
Andreas Bulling and
Youn{-}Kyung Lim and
Shwetak N. Patel},
title = {Sensus: a cross-platform, general-purpose system for mobile crowdsensing
in human-subject studies},
booktitle = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September
12-16, 2016},
pages = {415--426},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2971648.2971711},
doi = {10.1145/2971648.2971711},
timestamp = {Thu, 14 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/XiongHBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/HuangXLZCFTB16,
author = {Yu Huang and
Haoyi Xiong and
Kevin Leach and
Yuyan Zhang and
Philip Chow and
Karl C. Fua and
Bethany A. Teachman and
Laura E. Barnes},
editor = {Paul Lukowicz and
Antonio Kr{\"{u}}ger and
Andreas Bulling and
Youn{-}Kyung Lim and
Shwetak N. Patel},
title = {Assessing social anxiety using gps trajectories and point-of-interest
data},
booktitle = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September
12-16, 2016},
pages = {898--903},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2971648.2971761},
doi = {10.1145/2971648.2971761},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/HuangXLZCFTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsgariSXGE16,
author = {Fereshteh Asgari and
Alexis Sultan and
Haoyi Xiong and
Vincent Gauthier and
Mounim A. El{-}Yacoubi},
title = {CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a
Multilayer Transportation Network},
journal = {CoRR},
volume = {abs/1604.06577},
year = {2016},
url = {http://arxiv.org/abs/1604.06577},
eprinttype = {arXiv},
eprint = {1604.06577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsgariSXGE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongFHCB16,
author = {Haoyi Xiong and
Yanjie Fu and
Wenqing Hu and
Guanling Chen and
Laura E. Barnes},
title = {Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized
Linear Discriminant Analysis},
journal = {CoRR},
volume = {abs/1610.05446},
year = {2016},
url = {http://arxiv.org/abs/1610.05446},
eprinttype = {arXiv},
eprint = {1610.05446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiongFHCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Xiong15,
author = {Haoyi Xiong},
title = {Near-optimal mobile crowdsensing : design framework and algorithms.
(Quasi-optimal mobile crowdsensing : cadre de conception et algorithmes)},
school = {Telecom {\&} Management SudParis, {\'{E}}vry, Essonne, France},
year = {2015},
url = {https://tel.archives-ouvertes.fr/tel-01239854},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Xiong15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/ZhangZXYG15,
author = {Daqiang Zhang and
Daqing Zhang and
Haoyi Xiong and
Laurence T. Yang and
Vincent Gauthier},
title = {NextCell: Predicting Location Using Social Interplay from Cell Phone
Traces},
journal = {{IEEE} Trans. Computers},
volume = {64},
number = {2},
pages = {452--463},
year = {2015},
url = {https://doi.org/10.1109/TC.2013.223},
doi = {10.1109/TC.2013.223},
timestamp = {Fri, 27 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/ZhangZXYG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/XiongZWGZ15,
author = {Haoyi Xiong and
Daqing Zhang and
Leye Wang and
J. Paul Gibson and
Jie Zhu},
title = {{EEMC:} Enabling Energy-Efficient Mobile Crowdsensing with Anonymous
Participants},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {3},
pages = {39:1--39:26},
year = {2015},
url = {https://doi.org/10.1145/2644827},
doi = {10.1145/2644827},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/XiongZWGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/XiongZWC15,
author = {Haoyi Xiong and
Daqing Zhang and
Leye Wang and
Hakima Chaouchi},
title = {EMC\({}^{\mbox{3}}\): Energy-Efficient Data Transfer in Mobile Crowdsensing
under Full Coverage Constraint},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {14},
number = {7},
pages = {1355--1368},
year = {2015},
url = {https://doi.org/10.1109/TMC.2014.2357791},
doi = {10.1109/TMC.2014.2357791},
timestamp = {Fri, 27 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/XiongZWC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WangZYXX15,
author = {Leye Wang and
Daqing Zhang and
Zhixian Yan and
Haoyi Xiong and
Bing Xie},
title = {effSense: {A} Novel Mobile Crowd-Sensing Framework for Energy-Efficient
and Cost-Effective Data Uploading},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {45},
number = {12},
pages = {1549--1563},
year = {2015},
url = {https://doi.org/10.1109/TSMC.2015.2418283},
doi = {10.1109/TSMC.2015.2418283},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WangZYXX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangXHWLB15,
author = {Jinghe Zhang and
Haoyi Xiong and
Yu Huang and
Hao Wu and
Kevin Leach and
Laura E. Barnes},
title = {{M-SEQ:} Early detection of anxiety and depression via temporal orders
of diagnoses in electronic health data},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {2569--2577},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7364054},
doi = {10.1109/BIGDATA.2015.7364054},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangXHWLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/WangZPCXYW15,
author = {Leye Wang and
Daqing Zhang and
Animesh Pathak and
Chao Chen and
Haoyi Xiong and
Dingqi Yang and
Yasha Wang},
editor = {Kenji Mase and
Marc Langheinrich and
Daniel Gatica{-}Perez and
Hans Gellersen and
Tanzeem Choudhury and
Koji Yatani},
title = {{CCS-TA:} quality-guaranteed online task allocation in compressive
crowdsensing},
booktitle = {Proceedings of the 2015 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2015, Osaka, Japan, September 7-11,
2015},
pages = {683--694},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2750858.2807513},
doi = {10.1145/2750858.2807513},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/WangZPCXYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/XiongZCWG15,
author = {Haoyi Xiong and
Daqing Zhang and
Guanling Chen and
Leye Wang and
Vincent Gauthier},
title = {CrowdTasker: Maximizing coverage quality in Piggyback Crowdsensing
under budget constraint},
booktitle = {2015 {IEEE} International Conference on Pervasive Computing and Communications,
PerCom 2015, St. Louis, MO, USA, 23-27 March, 2015},
pages = {55--62},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/PERCOM.2015.7146509},
doi = {10.1109/PERCOM.2015.7146509},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/XiongZCWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/ZhangWXG14,
author = {Daqing Zhang and
Leye Wang and
Haoyi Xiong and
Bin Guo},
title = {4W1H in mobile crowd sensing},
journal = {{IEEE} Commun. Mag.},
volume = {52},
number = {8},
pages = {42--48},
year = {2014},
url = {https://doi.org/10.1109/MCOM.2014.6871668},
doi = {10.1109/MCOM.2014.6871668},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/ZhangWXG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/XiongZZGYB14,
author = {Haoyi Xiong and
Daqing Zhang and
Daqiang Zhang and
Vincent Gauthier and
Kun Yang and
Monique Becker},
title = {MPaaS: Mobility prediction as a service in telecom cloud},
journal = {Inf. Syst. Frontiers},
volume = {16},
number = {1},
pages = {59--75},
year = {2014},
url = {https://doi.org/10.1007/s10796-013-9476-z},
doi = {10.1007/S10796-013-9476-Z},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/XiongZZGYB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/network/ZhangZXHV14,
author = {Daqiang Zhang and
Daqing Zhang and
Haoyi Xiong and
Ching{-}Hsien Hsu and
Athanasios V. Vasilakos},
title = {{BASA:} building mobile Ad-Hoc social networks on top of android},
journal = {{IEEE} Netw.},
volume = {28},
number = {1},
pages = {4--9},
year = {2014},
url = {https://doi.org/10.1109/MNET.2014.6724100},
doi = {10.1109/MNET.2014.6724100},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/network/ZhangZXHV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wc/ZhangCGXZ14,
author = {Daqiang Zhang and
Min Chen and
Mohsen Guizani and
Haoyi Xiong and
Daqing Zhang},
title = {Mobility prediction in telecom cloud using mobile calls},
journal = {{IEEE} Wirel. Commun.},
volume = {21},
number = {1},
pages = {26--32},
year = {2014},
url = {https://doi.org/10.1109/MWC.2014.6757894},
doi = {10.1109/MWC.2014.6757894},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wc/ZhangCGXZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ZhangXWC14,
author = {Daqing Zhang and
Haoyi Xiong and
Leye Wang and
Guanling Chen},
editor = {A. J. Brush and
Adrian Friday and
Julie A. Kientz and
James Scott and
Junehwa Song},
title = {CrowdRecruiter: selecting participants for piggyback crowdsensing
under probabilistic coverage constraint},
booktitle = {Proceedings of the 2014 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp '14, Seattle, WA, USA, September
13-17, 2014},
pages = {703--714},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2632048.2632059},
doi = {10.1145/2632048.2632059},
timestamp = {Tue, 26 Mar 2024 11:01:21 +0100},
biburl = {https://dblp.org/rec/conf/huc/ZhangXWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/WangZX13,
author = {Leye Wang and
Daqing Zhang and
Haoyi Xiong},
editor = {Friedemann Mattern and
Silvia Santini and
John F. Canny and
Marc Langheinrich and
Jun Rekimoto},
title = {effSense: energy-efficient and cost-effective data uploading in mobile
crowdsensing},
booktitle = {The 2013 {ACM} International Joint Conference on Pervasive and Ubiquitous
Computing, UbiComp '13, Zurich, Switzerland, September 8-12, 2013
- Adjunct Publication},
pages = {1075--1086},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2494091.2499575},
doi = {10.1145/2494091.2499575},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/WangZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZX13,
author = {Daqiang Zhang and
Qin Zou and
Haoyi Xiong},
title = {{CRUC:} Cold-start Recommendations Using Collaborative Filtering in
Internet of Things},
journal = {CoRR},
volume = {abs/1306.0165},
year = {2013},
url = {http://arxiv.org/abs/1306.0165},
eprinttype = {arXiv},
eprint = {1306.0165},
timestamp = {Thu, 17 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/ZhangVX12,
author = {Daqiang Zhang and
Athanasios V. Vasilakos and
Haoyi Xiong},
editor = {Lars Eggert and
J{\"{o}}rg Ott and
Venkata N. Padmanabhan and
George Varghese},
title = {Predicting location using mobile phone calls},
booktitle = {{ACM} {SIGCOMM} 2012 Conference, {SIGCOMM} '12, Helsinki, Finland
- August 13 - 17, 2012},
pages = {295--296},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2342356.2342417},
doi = {10.1145/2342356.2342417},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/ZhangVX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/XiongZZG12,
author = {Haoyi Xiong and
Daqing Zhang and
Daqiang Zhang and
Vincent Gauthier},
editor = {Bernady O. Apduhan and
Ching{-}Hsien Hsu and
Tadashi Dohi and
Kenji Ishida and
Laurence Tianruo Yang and
Jianhua Ma},
title = {Predicting Mobile Phone User Locations by Exploiting Collective Behavioral
Patterns},
booktitle = {9th International Conference on Ubiquitous Intelligence and Computing
and 9th International Conference on Autonomic and Trusted Computing,
{UIC/ATC} 2012, Fukuoka, Japan, September 4-7, 2012},
pages = {164--171},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/UIC-ATC.2012.28},
doi = {10.1109/UIC-ATC.2012.28},
timestamp = {Thu, 01 Feb 2024 20:40:31 +0100},
biburl = {https://dblp.org/rec/conf/uic/XiongZZG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csse/JiangDX08,
author = {Ying Jiang and
Hui Dong and
Haoyi Xiong},
title = {OntoLTCn: {A} Chinese Text Oriented Semi-auto Ontology Knowledge Discovery
Tool},
booktitle = {International Conference on Computer Science and Software Engineering,
{CSSE} 2008, Volume 1: Artificial Intelligence, December 12-14, 2008,
Wuhan, China},
pages = {662--665},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CSSE.2008.788},
doi = {10.1109/CSSE.2008.788},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csse/JiangDX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 02:15 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
