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Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures


Nov 22, 2021
Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci


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A Survey on Green Deep Learning


Nov 10, 2021
Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li


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Learning Logic Rules for Document-level Relation Extraction


Nov 09, 2021
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li

* Appear at EMNLP 2021 main conference 

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Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction


Oct 28, 2021
Hao Zhou, Dongchun Ren, Xu Yang, Mingyu Fan, Hai Huang


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CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level


Oct 21, 2021
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li


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On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark


Oct 16, 2021
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang


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Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision


Oct 14, 2021
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li


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Simulated annealing for optimization of graphs and sequences


Oct 01, 2021
Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song

* Neurocomputing, 465:310-324 (2021) 
* This article is an accepted manuscript of Neurocomputing. arXiv admin note: substantial text overlap with arXiv:1909.03588 

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Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning


Sep 25, 2021
Mina Razghandi, Hao Zhou, Melike Erol-Kantarci, Damla Turgut

* Accepted by 2021 IEEE Global Communications Conference, \c{opyright}2021 IEEE 

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The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21


Sep 24, 2021
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou

* 10 pages, 5 figures, WMT2021 

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Learning from Peers: Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G Network Slicing


Sep 16, 2021
Hao Zhou, Melike Erol-Kantarci, Vincent Poor

* Under review of IEEE Transaction on Wireless Communications 

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Physiological-Physical Feature Fusion for Automatic Voice Spoofing Detection


Sep 01, 2021
Junxiao Xue, Hao Zhou, Yabo Wang


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MTG: A Benchmarking Suite for Multilingual Text Generation


Aug 13, 2021
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li

* 9 pages 

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EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training


Aug 03, 2021
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang

* 8 pages, 4 figures 

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Follow Your Path: a Progressive Method for Knowledge Distillation


Jul 20, 2021
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li

* Accepted by ECML-PKDD 2021 

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UniRE: A Unified Label Space for Entity Relation Extraction


Jul 09, 2021
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan

* ACL2021 

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Probabilistic Graph Reasoning for Natural Proof Generation


Jul 06, 2021
Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li

* Accepted by Findings of ACL2021 

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Short-Term Load Forecasting for Smart HomeAppliances with Sequence to Sequence Learning


Jun 26, 2021
Mina Razghandi, Hao Zhou, Melike Erol-Kantarci, Damla Turgut

* Accepted by 2021 IEEE International Conference on Communications (ICC), copyright belongs to IEEE 

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Improving Sign Language Translation with Monolingual Data by Sign Back-Translation


May 26, 2021
Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li

* To appear in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021) 

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Compatibility-aware Heterogeneous Visual Search


May 13, 2021
Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto

* Accepted at CVPR 2021 

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Duplex Sequence-to-Sequence Learning for Reversible Machine Translation


May 07, 2021
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li

* Under review, 10 pages 

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Embracing Uncertainty: Decoupling and De-bias for Robust Temporal Grounding


Mar 31, 2021
Hao Zhou, Chongyang Zhang, Yan Luo, Yanjun Chen, Chuanping Hu

* Accepted by CVPR 2021 

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MARS: Markov Molecular Sampling for Multi-objective Drug Discovery


Mar 18, 2021
Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li

* ICLR 2021 

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Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection


Mar 18, 2021
Yan Luo, Chongyang Zhang, Muming Zhao, Hao Zhou, Jun Sun

* This manuscript is waiting for further improvement 

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Correlated Deep Q-learning based Microgrid Energy Management


Mar 06, 2021
Hao Zhou, Melike Erol-Kantarci

* Accepted by 2020 IEEE 25th International Workshop on CAMAD, 978-1-7281-6339-0/20/$31.00 \copyright 2020 IEEE 

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Triangular Bidword Generation for Sponsored Search Auction


Jan 27, 2021
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li

* 9 pages, 5 figures, accepted by WSDM 2021 

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VOLT: Improving Vocabularization via Optimal Transport for Machine Translation


Dec 31, 2020
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li


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An Analysis of Scatter Characteristics in X-ray CT Spectral Correction


Dec 30, 2020
Tao Zhang, Zhiqiang Chen, Hao Zhou, N. Robert Bennett, Adam S. Wang, Hewei Gao


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LOREN: Logic Enhanced Neural Reasoning for Fact Verification


Dec 25, 2020
Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li


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Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing


Dec 25, 2020
Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao


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