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LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates


Oct 15, 2021
Jiahan Cao, Lei Yuan, Jianhao Wang, Shaowei Zhang, Chongjie Zhang, Yang Yu, De-Chuan Zhan


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UserBERT: Contrastive User Model Pre-training


Sep 03, 2021
Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Xing Xie


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Neural-to-Tree Policy Distillation with Policy Improvement Criterion


Aug 16, 2021
Zhao-Hua Li, Yang Yu, Yingfeng Chen, Ke Chen, Zhipeng Hu, Changjie Fan


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PatrickStar: Parallel Training of Pre-trained Models via a Chunk-based Memory Management


Aug 12, 2021
Jiarui Fang, Yang Yu, Shenggui Li, Yang You, Jie Zhou

* 11 pages 

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Imitate TheWorld: A Search Engine Simulation Platform


Aug 10, 2021
Yongqing Gao, Guangda Huzhang, Weijie Shen, Yawen Liu, Wen-Ji Zhou, Qing Da, Yang Yu


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Nearly Minimax Optimal Adversarial Imitation Learning with Known and Unknown Transitions


Jun 19, 2021
Tian Xu, Ziniu Li, Yang Yu


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HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation


Jun 08, 2021
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang

* ACL 2021 

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Regret Minimization Experience Replay


Jun 06, 2021
Zhenghai Xue, Xu-Hui Liu, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu


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Context-Aware Sparse Deep Coordination Graphs


Jun 05, 2021
Tonghan Wang, Liang Zeng, Weijun Dong, Qianlan Yang, Yang Yu, Chongjie Zhang


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Sparsity Prior Regularized Q-learning for Sparse Action Tasks


May 19, 2021
Jing-Cheng Pang, Tian Xu, Sheng-Yi Jiang, Yu-Ren Liu, Yang Yu

* Reinforcement learning; Sparse action task 

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An Introduction of mini-AlphaStar


Apr 14, 2021
Ruo-Ze Liu, Wenhai Wang, Yanjie Shen, Zhiqi Li, Yang Yu, Tong Lu

* 11 pages, 2 figures 

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Distributed Bootstrap for Simultaneous Inference Under High Dimensionality


Feb 19, 2021
Yang Yu, Shih-Kang Chao, Guang Cheng

* arXiv admin note: text overlap with arXiv:2002.08443 

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Self-supervised learning for fast and scalable time series hyper-parameter tuning


Feb 10, 2021
Peiyi Zhang, Xiaodong Jiang, Ginger M Holt, Nikolay Pavlovich Laptev, Caner Komurlu, Peng Gao, Yang Yu


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Derivative-Free Reinforcement Learning: A Review


Feb 10, 2021
Hong Qian, Yang Yu

* This article has been accepted by Frontiers of Computer Science in 2020 

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NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application


Feb 09, 2021
Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Qi Liu


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Active millimeter wave three-dimensional scan real-time imaging mechanism with a line antenna array


Feb 08, 2021
Yang Yu, Lingbo Qiao, Yingxin Wang, Ziran Zhao


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NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning


Feb 08, 2021
Rongjun Qin, Songyi Gao, Xingyuan Zhang, Zhen Xu, Shengkai Huang, Zewen Li, Weinan Zhang, Yang Yu


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Near Real-World Benchmarks for Offline Reinforcement Learning


Feb 01, 2021
Rongjun Qin, Songyi Gao, Xingyuan Zhang, Zhen Xu, Shengkai Huang, Zewen Li, Weinan Zhang, Yang Yu


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Scale-free Network-based Differential Evolution


Jan 27, 2021
Yang Yu, Shangce Gao, MengChu Zhou, Yirui Wang, Zhenyu Lei, Tengfei Zhang, Jiahai Wang


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Interactive Search Based on Deep Reinforcement Learning


Dec 09, 2020
Yang Yu, Zhenhao Gu, Rong Tao, Jingtian Ge, Kenglun Chang


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Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning


Dec 03, 2020
Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel

* Accepted to AAAI 2021 

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OrgMining 2.0: A Novel Framework for Organizational Model Mining from Event Logs


Nov 26, 2020
Jing Yang, Chun Ouyang, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede, Yang Yu

* Manuscript initially submitted for review on 13/5/2020 with 38 pages, 10 figures, 11 tables 

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Angular Embedding: A New Angular Robust Principal Component Analysis


Nov 22, 2020
Shenglan Liu, Yang Yu


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RetroXpert: Decompose Retrosynthesis Prediction like a Chemist


Nov 04, 2020
Chaochao Yan, Qianggang Ding, Peilin Zhao, Shuangjia Zheng, Jinyu Yang, Yang Yu, Junzhou Huang

* 17 pages, to appear in NeurIPS 2020 

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Mining Generalized Features for Detecting AI-Manipulated Fake Faces


Oct 27, 2020
Yang Yu, Rongrong Ni, Yao Zhao

* 14 pages, 9 figures. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Error Bounds of Imitating Policies and Environments


Oct 22, 2020
Tian Xu, Ziniu Li, Yang Yu

* Appears in NeurIPS 2020 

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Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN


Oct 16, 2020
Xiao Liu, Jiajie Zhang, Siting Li, Zuotong Wu, Yang Yu


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