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Gait Identification under Surveillance Environment based on Human Skeleton


Nov 24, 2021
Xingkai Zheng, Xirui Li, Ke Xu, Xinghao Jiang, Tanfeng Sun


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Learning to Detect Instance-level Salient Objects Using Complementary Image Labels


Nov 19, 2021
Xin Tian, Ke Xu, Xin Yang, Baocai Yin, Rynson W. H. Lau

* to appear IJCV. arXiv admin note: text overlap with arXiv:2009.13898 

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Value Penalized Q-Learning for Recommender Systems


Oct 15, 2021
Chengqian Gao, Ke Xu, Peilin Zhao

* An offline RL algorithm for recommender systems, 10 Pages 

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TENT: Text Classification Based on ENcoding Tree Learning


Oct 05, 2021
Chong Zhang, Junran Wu, He Zhu, Ke Xu


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Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression


Sep 07, 2021
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley, Furu Wei

* Accepted to EMNLP 2021 (main conference) 

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Structural Optimization Makes Graph Classification Simpler and Better


Sep 05, 2021
Junran Wu, Jianhao Li, Yicheng Pan, Ke Xu


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Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis


Aug 20, 2021
Guoquan Xu, Hezhi Cao, Yifan Zhang, Jianwei Wan, Ke Xu, Yanxin Ma


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Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis


Jun 28, 2021
Chuanpu Fu, Qi Li, Meng Shen, Ke Xu

* To Appear in ACM CCS 2021 

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AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning


Jun 27, 2021
Guangmeng Zhou, Ke Xu, Qi Li, Yang Liu, Yi Zhao


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Learning to Sample Replacements for ELECTRA Pre-Training


Jun 25, 2021
Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei

* Accepted by Findings of ACL 2021 

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Price graphs: Utilizing the structural information of financial time series for stock prediction


Jun 11, 2021
Junran Wu, Ke Xu, Xueyuan Chen, Shangzhe Li, Jichang Zhao


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Exploring Memorization in Adversarial Training


Jun 03, 2021
Yinpeng Dong, Ke Xu, Xiao Yang, Tianyu Pang, Zhijie Deng, Hang Su, Jun Zhu


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CoSQA: 20,000+ Web Queries for Code Search and Question Answering


May 27, 2021
Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou, Nan Duan

* ACL 2021 main conference. The CoSQA data and leaderboard are available at https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/NL-code-search-WebQuery. The code is available at https://github.com/Jun-jie-Huang/CoCLR 

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Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices


Apr 21, 2021
Cho-Ying Wu, Ke Xu, Chin-Cheng Hsu, Ulrich Neumann

* Project page: https://choyingw.github.io/works/Voice2Mesh/index.html 

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Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge


Apr 06, 2021
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley, Furu Wei

* NAACL 2021 

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Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting


Jan 02, 2021
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei


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Improving BERT with Syntax-aware Local Attention


Dec 30, 2020
Zhongli Li, Qingyu Zhou, Chao Li, Ke Xu, Yunbo Cao


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Location-aware Single Image Reflection Removal


Dec 13, 2020
Zheng Dong, Ke Xu, Yin Yang, Hujun Bao, Weiwei Xu, Rynson W. H. Lau

* 10 pages, 9 figures, 3 tables 

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DA-HGT: Domain Adaptive Heterogeneous Graph Transformer


Dec 10, 2020
Tiancheng Huang, Ke Xu, Donglin Wang


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Robust Attacks on Deep Learning Face Recognition in the Physical World


Nov 27, 2020
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du


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Exact Phase Transitions of Model RB with Slower-Growing Domains


Nov 05, 2020
Jun Liu, Ke Xu, Guangyan Zhou


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Weakly-supervised Salient Instance Detection


Sep 29, 2020
Xin Tian, Ke Xu, Xin Yang, Baocai Yin, Rynson W. H. Lau

* BMVC 2020, best student paper runner-up 

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Towards Ground Truth Explainability on Tabular Data


Jul 20, 2020
Brian Barr, Ke Xu, Claudio Silva, Enrico Bertini, Robert Reilly, C. Bayan Bruss, Jason D. Wittenbach

* 6 pages, 5 figures 

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BERT Loses Patience: Fast and Robust Inference with Early Exit


Jun 29, 2020
Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian McAuley, Ke Xu, Furu Wei

* 13 pages 

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Harvesting and Refining Question-Answer Pairs for Unsupervised QA


May 06, 2020
Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu

* Accepted by ACL-20 

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Scheduled DropHead: A Regularization Method for Transformer Models


Apr 28, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou


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Self-Attention Attribution: Interpreting Information Interactions Inside Transformer


Apr 23, 2020
Yaru Hao, Li Dong, Furu Wei, Ke Xu

* 11 pages 

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Electronics-Free Pneumatic Logic Circuits for Localized Feedback Control of Multi-Actuator Soft Robots


Mar 08, 2020
Ke Xu, Nestor O. Perez-Arancibia

* 8 pages, 7 figures, To appear in the Proceedings of 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft), April 6-9, 2020, Yale University, USA 

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