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ORCIDBibTeX records: Peisong Wang
@article{DBLP:journals/tnn/WangHC24,
author = {Peisong Wang and
Xiangyu He and
Jian Cheng},
title = {Toward Accurate Binarized Neural Networks With Sparsity for Mobile
Application},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {1},
pages = {272--284},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3173498},
doi = {10.1109/TNNLS.2022.3173498},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhugeWLBWC24,
author = {Zhengyang Zhuge and
Jiaxing Wang and
Yong Li and
Yongjun Bao and
Peisong Wang and
Jian Cheng},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Patch-Aware Sample Selection for Efficient Masked Image Modeling},
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 = {17245--17253},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i15.29671},
doi = {10.1609/AAAI.V38I15.29671},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhugeWLBWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11235,
author = {Yuhan Li and
Peisong Wang and
Zhixun Li and
Jeffrey Xu Yu and
Jia Li},
title = {ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs},
journal = {CoRR},
volume = {abs/2402.11235},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11235},
doi = {10.48550/ARXIV.2402.11235},
eprinttype = {arXiv},
eprint = {2402.11235},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangCHCLC23,
author = {Peisong Wang and
Weihan Chen and
Xiangyu He and
Qiang Chen and
Qingshan Liu and
Jian Cheng},
title = {Optimization-Based Post-Training Quantization With Bit-Split and Stitching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {2},
pages = {2119--2135},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3159369},
doi = {10.1109/TPAMI.2022.3159369},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WangCHCLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChenWC23,
author = {Weihan Chen and
Peisong Wang and
Jian Cheng},
title = {Towards Automatic Model Compression via a Unified Two-Stage Framework},
journal = {Pattern Recognit.},
volume = {140},
pages = {109527},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109527},
doi = {10.1016/J.PATCOG.2023.109527},
timestamp = {Sun, 21 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ChenWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XuLJAHWC23,
author = {Weixiang Xu and
Fanrong Li and
Yingying Jiang and
Yong A and
Xiangyu He and
Peisong Wang and
Jian Cheng},
title = {Improving Extreme Low-Bit Quantization With Soft Threshold},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {33},
number = {4},
pages = {1549--1563},
year = {2023},
url = {https://doi.org/10.1109/TCSVT.2022.3216389},
doi = {10.1109/TCSVT.2022.3216389},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/XuLJAHWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangLLC23,
author = {Peisong Wang and
Fanrong Li and
Gang Li and
Jian Cheng},
title = {Extremely Sparse Networks via Binary Augmented Pruning for Fast Image
Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {8},
pages = {4167--4180},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3120409},
doi = {10.1109/TNNLS.2021.3120409},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenXCW023,
author = {Tianqi Chen and
Weixiang Xu and
Weihan Chen and
Peisong Wang and
Jian Cheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Efficient and Accurate Winograd Convolution via Full Quantization},
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/400a2e6a82520b690810b97fd67fcc4e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenXCW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12399,
author = {Yuhan Li and
Zhixun Li and
Peisong Wang and
Jia Li and
Xiangguo Sun and
Hong Cheng and
Jeffrey Xu Yu},
title = {A Survey of Graph Meets Large Language Model: Progress and Future
Directions},
journal = {CoRR},
volume = {abs/2311.12399},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12399},
doi = {10.48550/ARXIV.2311.12399},
eprinttype = {arXiv},
eprint = {2311.12399},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuHCW022,
author = {Weixiang Xu and
Xiangyu He and
Ke Cheng and
Peisong Wang and
Jian Cheng},
title = {Towards Fully Sparse Training: Information Restoration with Spatial
Similarity},
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 = {2929--2937},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i3.20198},
doi = {10.1609/AAAI.V36I3.20198},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuHCW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengWZCW022,
author = {Anda Cheng and
Jiaxing Wang and
Xi Sheryl Zhang and
Qiang Chen and
Peisong Wang and
Jian Cheng},
title = {{DPNAS:} Neural Architecture Search for Deep Learning with Differential
Privacy},
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 = {6358--6366},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20586},
doi = {10.1609/AAAI.V36I6.20586},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengWZCW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChengWZ022,
author = {Anda Cheng and
Peisong Wang and
Xi Sheryl Zhang and
Jian Cheng},
title = {Differentially Private Federated Learning with Local Regularization
and Sparsification},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {10112--10121},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00988},
doi = {10.1109/CVPR52688.2022.00988},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChengWZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CondeTHPCLPSBLFWLZLJAWLCLYZLLZJKZZZLMS22,
author = {Marcos V. Conde and
Radu Timofte and
Yibin Huang and
Jingyang Peng and
Chang Chen and
Cheng Li and
Eduardo P{\'{e}}rez{-}Pellitero and
Fenglong Song and
Furui Bai and
Shuai Liu and
Chaoyu Feng and
Xiaotao Wang and
Lei Lei and
Yu Zhu and
Chenghua Li and
Yingying Jiang and
Yong A and
Peisong Wang and
Cong Leng and
Jian Cheng and
Xiaoyu Liu and
Zhicun Yin and
Zhilu Zhang and
Junyi Li and
Ming Liu and
Wangmeng Zuo and
Jun Jiang and
Jinha Kim and
Yue Zhang and
Beiji Zou and
Zhikai Zong and
Xiaoxiao Liu and
Juan Mar{\'{\i}}n{-}Vega and
Michael Sloth and
Peter Schneider{-}Kamp and
Richard R{\"{o}}ttger and
Furkan Kinli and
Baris {\"{O}}zcan and
Furkan Kira{\c{c}} and
Li Leyi and
S. M. Nadim Uddin and
Dipon Kumar Ghosh and
Yong Ju Jung},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Reversed Image Signal Processing and {RAW} Reconstruction. {AIM} 2022
Challenge Report},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13803},
pages = {3--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25066-8\_1},
doi = {10.1007/978-3-031-25066-8\_1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/CondeTHPCLPSBLFWLZLJAWLCLYZLLZJKZZZLMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DongZLWC22,
author = {Xiaoyi Dong and
Yu Zhu and
Chenghua Li and
Peisong Wang and
Jian Cheng},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {RISPNet: {A} Network for Reversed Image Signal Processing},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13802},
pages = {445--457},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25063-7\_27},
doi = {10.1007/978-3-031-25063-7\_27},
timestamp = {Mon, 20 Feb 2023 17:49:53 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DongZLWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/QinZLWC22,
author = {Xiaoran Qin and
Yu Zhu and
Chenghua Li and
Peisong Wang and
Jian Cheng},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {CIDBNet: {A} Consecutively-Interactive Dual-Branch Network for {JPEG}
Compressed Image Super-Resolution},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13802},
pages = {458--474},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25063-7\_28},
doi = {10.1007/978-3-031-25063-7\_28},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/QinZLWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07703,
author = {Zhexin Li and
Tong Yang and
Peisong Wang and
Jian Cheng},
title = {Q-ViT: Fully Differentiable Quantization for Vision Transformer},
journal = {CoRR},
volume = {abs/2201.07703},
year = {2022},
url = {https://arxiv.org/abs/2201.07703},
eprinttype = {arXiv},
eprint = {2201.07703},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-03106,
author = {Anda Cheng and
Peisong Wang and
Xi Sheryl Zhang and
Jian Cheng},
title = {Differentially Private Federated Learning with Local Regularization
and Sparsification},
journal = {CoRR},
volume = {abs/2203.03106},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.03106},
doi = {10.48550/ARXIV.2203.03106},
eprinttype = {arXiv},
eprint = {2203.03106},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-03106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01234,
author = {Weixiang Xu and
Xiangyu He and
Tianli Zhao and
Qinghao Hu and
Peisong Wang and
Jian Cheng},
title = {Soft Threshold Ternary Networks},
journal = {CoRR},
volume = {abs/2204.01234},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01234},
doi = {10.48550/ARXIV.2204.01234},
eprinttype = {arXiv},
eprint = {2204.01234},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11153,
author = {Marcos V. Conde and
Radu Timofte and
Yibin Huang and
Jingyang Peng and
Chang Chen and
Cheng Li and
Eduardo P{\'{e}}rez{-}Pellitero and
Fenglong Song and
Furui Bai and
Shuai Liu and
Chaoyu Feng and
Xiaotao Wang and
Lei Lei and
Yu Zhu and
Chenghua Li and
Yingying Jiang and
Yong A and
Peisong Wang and
Cong Leng and
Jian Cheng and
Xiaoyu Liu and
Zhicun Yin and
Zhilu Zhang and
Junyi Li and
Ming Liu and
Wangmeng Zuo and
Jun Jiang and
Jinha Kim and
Yue Zhang and
Beiji Zou and
Zhikai Zong and
Xiaoxiao Liu and
Juan Mar{\'{\i}}n{-}Vega and
Michael Sloth and
Peter Schneider{-}Kamp and
Richard R{\"{o}}ttger and
Furkan Kinli and
Baris {\"{O}}zcan and
Furkan Kira{\c{c}} and
Li Leyi and
S. M. Nadim Uddin and
Dipon Kumar Ghosh and
Yong Ju Jung},
title = {Reversed Image Signal Processing and {RAW} Reconstruction. {AIM} 2022
Challenge Report},
journal = {CoRR},
volume = {abs/2210.11153},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11153},
doi = {10.48550/ARXIV.2210.11153},
eprinttype = {arXiv},
eprint = {2210.11153},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/QuWWW21,
author = {Yang Qu and
Peisong Wang and
Wenguang Wang and
Hongqiang Wang},
title = {Analyses and Optimization of Electrostatic Film Actuators Considering
Electrical Breakdown},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {6},
number = {2},
pages = {1152--1159},
year = {2021},
url = {https://doi.org/10.1109/LRA.2021.3056318},
doi = {10.1109/LRA.2021.3056318},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/QuWWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/ChenCHWC21,
author = {Qiang Chen and
Anda Cheng and
Xiangyu He and
Peisong Wang and
Jian Cheng},
title = {SpatialFlow: Bridging All Tasks for Panoptic Segmentation},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {31},
number = {6},
pages = {2288--2300},
year = {2021},
url = {https://doi.org/10.1109/TCSVT.2020.3020257},
doi = {10.1109/TCSVT.2020.3020257},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/ChenCHWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangHCCLC21,
author = {Peisong Wang and
Xiangyu He and
Qiang Chen and
Anda Cheng and
Qingshan Liu and
Jian Cheng},
title = {Unsupervised Network Quantization via Fixed-Point Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {6},
pages = {2706--2720},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.3007749},
doi = {10.1109/TNNLS.2020.3007749},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangHCCLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeLXHW021,
author = {Xiangyu He and
Jiahao Lu and
Weixiang Xu and
Qinghao Hu and
Peisong Wang and
Jian Cheng},
title = {Generative Zero-Shot Network Quantization},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {3000--3011},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/ECV/html/He\_Generative\_Zero-Shot\_Network\_Quantization\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00335},
timestamp = {Mon, 18 Jul 2022 16:47:41 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HeLXHW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChenW021,
author = {Weihan Chen and
Peisong Wang and
Jian Cheng},
title = {Towards Mixed-Precision Quantization of Neural Networks via Constrained
Optimization},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {5330--5339},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00530},
doi = {10.1109/ICCV48922.2021.00530},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChenW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icig/ZuoLWC021,
author = {Zhenmeng Zuo and
Zhexin Li and
Peisong Wang and
Weihan Chen and
Jian Cheng},
editor = {Yuxin Peng and
Shi{-}Min Hu and
Moncef Gabbouj and
Kun Zhou and
Michael Elad and
Kun Xu},
title = {Towards Binarized MobileNet via Structured Sparsity},
booktitle = {Image and Graphics - 11th International Conference, {ICIG} 2021, Haikou,
China, August 6-8, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12888},
pages = {688--699},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87355-4\_57},
doi = {10.1007/978-3-030-87355-4\_57},
timestamp = {Wed, 16 Mar 2022 23:55:43 +0100},
biburl = {https://dblp.org/rec/conf/icig/ZuoLWC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LiuWL21,
author = {Zili Liu and
Peisong Wang and
Zaixing Li},
title = {More-Similar-Less-Important: Filter Pruning {VIA} Kmeans Clustering},
booktitle = {2021 {IEEE} International Conference on Multimedia and Expo, {ICME}
2021, Shenzhen, China, July 5-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICME51207.2021.9428286},
doi = {10.1109/ICME51207.2021.9428286},
timestamp = {Thu, 03 Feb 2022 12:45:49 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LiuWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08430,
author = {Xiangyu He and
Qinghao Hu and
Peisong Wang and
Jian Cheng},
title = {Generative Zero-shot Network Quantization},
journal = {CoRR},
volume = {abs/2101.08430},
year = {2021},
url = {https://arxiv.org/abs/2101.08430},
eprinttype = {arXiv},
eprint = {2101.08430},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05850,
author = {Weixiang Xu and
Qiang Chen and
Xiangyu He and
Peisong Wang and
Jian Cheng},
title = {Improving Binary Neural Networks through Fully Utilizing Latent Weights},
journal = {CoRR},
volume = {abs/2110.05850},
year = {2021},
url = {https://arxiv.org/abs/2110.05850},
eprinttype = {arXiv},
eprint = {2110.05850},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06554,
author = {Weihan Chen and
Peisong Wang and
Jian Cheng},
title = {Towards Mixed-Precision Quantization of Neural Networks via Constrained
Optimization},
journal = {CoRR},
volume = {abs/2110.06554},
year = {2021},
url = {https://arxiv.org/abs/2110.06554},
eprinttype = {arXiv},
eprint = {2110.06554},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08557,
author = {Anda Cheng and
Jiaxing Wang and
Xi Sheryl Zhang and
Qiang Chen and
Peisong Wang and
Jian Cheng},
title = {{DPNAS:} Neural Architecture Search for Deep Learning with Differential
Privacy},
journal = {CoRR},
volume = {abs/2110.08557},
year = {2021},
url = {https://arxiv.org/abs/2110.08557},
eprinttype = {arXiv},
eprint = {2110.08557},
timestamp = {Thu, 10 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChenWCWZC20,
author = {Qiang Chen and
Peisong Wang and
Anda Cheng and
Wanguo Wang and
Yifan Zhang and
Jian Cheng},
title = {Robust one-stage object detection with location-aware classifiers},
journal = {Pattern Recognit.},
volume = {105},
pages = {107334},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107334},
doi = {10.1016/J.PATCOG.2020.107334},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ChenWCWZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LuMCW20,
author = {Xueqin L{\"{u}} and
Lingzheng Meng and
Chao Chen and
Peisong Wang},
title = {Fuzzy Removing Redundancy Restricted Boltzmann Machine: Improving
Learning Speed and Classification Accuracy},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {10},
pages = {2495--2509},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2019.2940415},
doi = {10.1109/TFUZZ.2019.2940415},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LuMCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangHLZ020,
author = {Peisong Wang and
Xiangyu He and
Gang Li and
Tianli Zhao and
Jian Cheng},
title = {Sparsity-Inducing Binarized Neural Networks},
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 = {12192--12199},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6900},
doi = {10.1609/AAAI.V34I07.6900},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangHLZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ChenWC20,
author = {Weihan Chen and
Peisong Wang and
Jian Cheng},
title = {Towards Convolutional Neural Networks Compression via Global{\&}Progressive
Product Quantization},
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/0452.pdf},
timestamp = {Wed, 03 Feb 2021 08:35:02 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/ChenWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/0015WLLC20,
author = {Gang Li and
Peisong Wang and
Zejian Liu and
Cong Leng and
Jian Cheng},
title = {Hardware Acceleration of {CNN} with One-Hot Quantization of Weights
and Activations},
booktitle = {2020 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
pages = {971--974},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/DATE48585.2020.9116359},
doi = {10.23919/DATE48585.2020.9116359},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/date/0015WLLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HeMCXHW0020,
author = {Xiangyu He and
Zitao Mo and
Ke Cheng and
Weixiang Xu and
Qinghao Hu and
Peisong Wang and
Qingshan Liu and
Jian Cheng},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12348},
pages = {223--241},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58580-8\_14},
doi = {10.1007/978-3-030-58580-8\_14},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HeMCXHW0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCHC20,
author = {Peisong Wang and
Qiang Chen and
Xiangyu He and
Jian Cheng},
title = {Towards Accurate Post-training Network Quantization via Bit-Split
and Stitching},
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 = {9847--9856},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20c.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangCHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuHZHW020,
author = {Weixiang Xu and
Xiangyu He and
Tianli Zhao and
Qinghao Hu and
Peisong Wang and
Jian Cheng},
editor = {Christian Bessiere},
title = {Soft Threshold Ternary Networks},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2298--2304},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/318},
doi = {10.24963/IJCAI.2020/318},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuHZHW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhuWWWL19,
author = {Guibo Zhu and
Jinqiao Wang and
Peisong Wang and
Yi Wu and
Hanqing Lu},
title = {Feature Distilled Tracking},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {2},
pages = {440--452},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2017.2776977},
doi = {10.1109/TCYB.2017.2776977},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhuWWWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeMWLY019,
author = {Xiangyu He and
Zitao Mo and
Peisong Wang and
Yang Liu and
Mingyuan Yang and
Jian Cheng},
title = {ODE-Inspired Network Design for Single Image Super-Resolution},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {1732--1741},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/He\_ODE-Inspired\_Network\_Design\_for\_Single\_Image\_Super-Resolution\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00183},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HeMWLY019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeW019,
author = {Xiangyu He and
Peisong Wang and
Jian Cheng},
title = {K-Nearest Neighbors Hashing},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {2839--2848},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/He\_K-Nearest\_Neighbors\_Hashing\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00295},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HeW019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/LiZ0MWLZLHHL19,
author = {Fanrong Li and
Yang Zhang and
Jian Cheng and
Zitao Mo and
Peisong Wang and
Zejian Liu and
Jiayun Zhang and
Gang Li and
Qinghao Hu and
Xiangyu He and
Cong Leng},
title = {A System-Level Solution for Low-Power Object Detection},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {2461--2468},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00301},
doi = {10.1109/ICCVW.2019.00301},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/LiZ0MWLZLHHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiWLC19,
author = {Zhe Li and
Peisong Wang and
Hanqing Lu and
Jian Cheng},
editor = {Sarit Kraus},
title = {Reading selectively via Binary Input Gated Recurrent Unit},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5074--5080},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/705},
doi = {10.24963/IJCAI.2019/705},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiWLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10964,
author = {Fanrong Li and
Zitao Mo and
Peisong Wang and
Zejian Liu and
Jiayun Zhang and
Gang Li and
Qinghao Hu and
Xiangyu He and
Cong Leng and
Yang Zhang and
Jian Cheng},
title = {A System-Level Solution for Low-Power Object Detection},
journal = {CoRR},
volume = {abs/1909.10964},
year = {2019},
url = {http://arxiv.org/abs/1909.10964},
eprinttype = {arXiv},
eprint = {1909.10964},
timestamp = {Mon, 30 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-10964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08787,
author = {Qiang Chen and
Anda Cheng and
Xiangyu He and
Peisong Wang and
Jian Cheng},
title = {SpatialFlow: Bridging All Tasks for Panoptic Segmentation},
journal = {CoRR},
volume = {abs/1910.08787},
year = {2019},
url = {http://arxiv.org/abs/1910.08787},
eprinttype = {arXiv},
eprint = {1910.08787},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05250,
author = {Xiangyu He and
Zitao Mo and
Qiang Chen and
Anda Cheng and
Peisong Wang and
Jian Cheng},
title = {Location-aware Upsampling for Semantic Segmentation},
journal = {CoRR},
volume = {abs/1911.05250},
year = {2019},
url = {http://arxiv.org/abs/1911.05250},
eprinttype = {arXiv},
eprint = {1911.05250},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/ChengWLHL18,
author = {Jian Cheng and
Peisong Wang and
Gang Li and
Qinghao Hu and
Hanqing Lu},
title = {Recent advances in efficient computation of deep convolutional neural
networks},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {19},
number = {1},
pages = {64--77},
year = {2018},
url = {https://doi.org/10.1631/FITEE.1700789},
doi = {10.1631/FITEE.1700789},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jzusc/ChengWLHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/WangHFZC18,
author = {Peisong Wang and
Qinghao Hu and
Zhiwei Fang and
Chaoyang Zhao and
Jian Cheng},
title = {DeepSearch: {A} Fast Image Search Framework for Mobile Devices},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {14},
number = {1},
pages = {6:1--6:22},
year = {2018},
url = {https://doi.org/10.1145/3152127},
doi = {10.1145/3152127},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tomccap/WangHFZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuWC18,
author = {Qinghao Hu and
Peisong Wang and
Jian Cheng},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {From Hashing to CNNs: Training Binary Weight Networks via Hashing},
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 = {3247--3254},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11660},
doi = {10.1609/AAAI.V32I1.11660},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangH0ZL018,
author = {Peisong Wang and
Qinghao Hu and
Yifan Zhang and
Chunjie Zhang and
Yang Liu and
Jian Cheng},
title = {Two-Step Quantization for Low-Bit Neural Networks},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {4376--4384},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Wang\_Two-Step\_Quantization\_for\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00460},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangH0ZL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HuLWZC18,
author = {Qinghao Hu and
Gang Li and
Peisong Wang and
Yifan Zhang and
Jian Cheng},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Training Binary Weight Networks via Semi-Binary Decomposition},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {11217},
pages = {657--673},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01261-8\_39},
doi = {10.1007/978-3-030-01261-8\_39},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HuLWZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00939,
author = {Jian Cheng and
Peisong Wang and
Gang Li and
Qinghao Hu and
Hanqing Lu},
title = {Recent Advances in Efficient Computation of Deep Convolutional Neural
Networks},
journal = {CoRR},
volume = {abs/1802.00939},
year = {2018},
url = {http://arxiv.org/abs/1802.00939},
eprinttype = {arXiv},
eprint = {1802.00939},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02733,
author = {Qinghao Hu and
Peisong Wang and
Jian Cheng},
title = {From Hashing to CNNs: Training BinaryWeight Networks via Hashing},
journal = {CoRR},
volume = {abs/1802.02733},
year = {2018},
url = {http://arxiv.org/abs/1802.02733},
eprinttype = {arXiv},
eprint = {1802.02733},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangC17,
author = {Peisong Wang and
Jian Cheng},
title = {Fixed-Point Factorized Networks},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {3966--3974},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.422},
doi = {10.1109/CVPR.2017.422},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/WangSHC16,
author = {Peisong Wang and
Qiang Song and
Hua Han and
Jian Cheng},
title = {Sequentially Supervised Long Short-Term Memory for Gesture Recognition},
journal = {Cogn. Comput.},
volume = {8},
number = {5},
pages = {982--991},
year = {2016},
url = {https://doi.org/10.1007/s12559-016-9388-6},
doi = {10.1007/S12559-016-9388-6},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogcom/WangSHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/WangC16,
author = {Peisong Wang and
Jian Cheng},
editor = {Alan Hanjalic and
Cees Snoek and
Marcel Worring and
Dick C. A. Bulterman and
Benoit Huet and
Aisling Kelliher and
Yiannis Kompatsiaris and
Jin Li},
title = {Accelerating Convolutional Neural Networks for Mobile Applications},
booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
{MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
pages = {541--545},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2964284.2967280},
doi = {10.1145/2964284.2967280},
timestamp = {Tue, 06 Nov 2018 16:58:37 +0100},
biburl = {https://dblp.org/rec/conf/mm/WangC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangC16k,
author = {Peisong Wang and
Jian Cheng},
title = {Fixed-point Factorized Networks},
journal = {CoRR},
volume = {abs/1611.01972},
year = {2016},
url = {http://arxiv.org/abs/1611.01972},
eprinttype = {arXiv},
eprint = {1611.01972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangC16k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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