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Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting

Oct 15, 2020
Jun Fu, Wei Zhou, Zhibo Chen

* 7 pages 

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Affinity Space Adaptation for Semantic Segmentation Across Domains

Sep 26, 2020
Wei Zhou, Yukang Wang, Jiajia Chu, Jiehua Yang, Xiang Bai, Yongchao Xu

* Accepted by IEEE TIP 

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Residual Spatial Attention Network for Retinal Vessel Segmentation

Sep 18, 2020
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou, Haodong Bian

* ICONIP 2020 

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LIRA: Lifelong Image Restoration from Unknown Blended Distortions

Aug 19, 2020
Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu, Zhibo Chen

* ECCV2020 accepted 

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Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

Jul 22, 2020
Xin Li, Xin Jin, Jianxin Lin, Tao Yu, Sen Liu, Yaojun Wu, Wei Zhou, Zhibo Chen

* Accepted by ECCV2020 

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Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis

Jul 16, 2020
Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu

* 16 pages, accepted by ECML-PKDD 2020 

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Rethinking Distributional Matching Based Domain Adaptation

Jul 03, 2020
Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

* Preprint version 

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DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction

Jun 09, 2020
Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu

* Accepted to the ECML-PKDD 2020 

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AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization

May 25, 2020
Dongjun Wei, Yaxin Liu, Fuqing Zhu, Liangjun Zang, Wei Zhou, Yijun Lu, Songlin Hu

* 11 pages, accepted in PAKDD'2020 

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Investigations on Phoneme-Based End-To-End Speech Recognition

May 19, 2020
Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney

* submission to Interspeech 2020 

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Blind Quality Assessment for Image Superresolution Using Deep Two-Stream Convolutional Networks

Apr 13, 2020
Wei Zhou, Qiuping Jiang, Yuwang Wang, Zhibo Chen, Weiping Li


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Channel Attention Residual U-Net for Retinal Vessel Segmentation

Apr 07, 2020
Changlu Guo, Márton Szemenyei, Yugen Yi, Wei Zhou

* Submitted to IEEE ICIP 2020 

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Dense Residual Network for Retinal Vessel Segmentation

Apr 07, 2020
Changlu Guo, Márton Szemenyei, Yugen Yi, Ying Xue, Wei Zhou, Yangyuan Li

* Accepted by IEEE ICASSP 2020 

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Online Meta-Critic Learning for Off-Policy Actor-Critic Methods

Mar 11, 2020
Wei Zhou, Yiying Li, Yongxin Yang, Huaimin Wang, Timothy M. Hospedales


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ALOHA: Artificial Learning of Human Attributes for Dialogue Agents

Nov 21, 2019
Aaron W. Li, Veronica Jiang, Steven Y. Feng, Julia Sprague, Wei Zhou, Jesse Hoey

* AAAI 2020 

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Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification

Nov 09, 2019
Qianwen Ma, Chunyuan Yuan, Wei Zhou, Jizhong Han, Songlin Hu

* Accepted as WSDM 2020 Regular Paper 

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Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce

Nov 07, 2019
Zhenxin Fu, Feng Ji, Wenpeng Hu, Wei Zhou, Dongyan Zhao, Haiqing Chen, Rui Yan

* CIKM 2019 Short 

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Follow Alice into the Rabbit Hole: Giving Dialogue Agents Understanding of Human Level Attributes

Oct 18, 2019
Aaron W. Li, Veronica Jiang, Steven Y. Feng, Julia Sprague, Wei Zhou, Jesse Hoey

* Under review at AAAI 2020 

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Feature Fusion Detector for Semantic Cognition of Remote Sensing

Sep 28, 2019
Wei Zhou, Yiying Li

* 12 pages,6 figures 

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Jointly embedding the local and global relations of heterogeneous graph for rumor detection

Sep 11, 2019
Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu

* 10 pages, Accepted to the IEEE International Conference on Data Mining 2019 

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Learning review representations from user and product level information for spam detection

Sep 10, 2019
Chunyuan Yuan, Wei Zhou, Qianwen Ma, Shangwen Lv, Jizhong Han, Songlin Hu

* 6 pages. Accepted as IEEE ICDM 2019, Short Paper 

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Tensor Oriented No-Reference Light Field Image Quality Assessment

Sep 05, 2019
Wei Zhou, Likun Shi, Zhibo Chen


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No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement

Aug 17, 2019
Likun Shi, Wei Zhou, Zhibo Chen


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LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring

Jul 01, 2019
Eugen Beck, Wei Zhou, Ralf Schlüter, Hermann Ney


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Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory

Jun 12, 2019
Zhibo Chen, Jiahua Xu, Chaoyi Lin, Wei Zhou


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Spectral Perturbation Meets Incomplete Multi-view Data

May 31, 2019
Hao Wang, Linlin Zong, Bing Liu, Yan Yang, Wei Zhou

* to appear in IJCAI 2019 

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Review-Driven Answer Generation for Product-Related Questions in E-Commerce

Apr 27, 2019
Shiqian Chen, Chenliang Li, Feng Ji, Wei Zhou, Haiqing Chen

* WSDM 2019 

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Feature-Critic Networks for Heterogeneous Domain Generalization

Jan 31, 2019
Yiying Li, Yongxin Yang, Wei Zhou, Timothy M. Hospedales


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Hierarchical Reinforcement Learning for Multi-agent MOBA Game

Jan 23, 2019
Zhijian Zhang, Haozheng Li, Luo Zhang, Tianyin Zheng, Ting Zhang, Xiong Hao, Xiaoxin Chen, Min Chen, Fangxu Xiao, Wei Zhou

* 7 pages, 7 figures 

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