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Elastic Interaction of Particles for Robotic Tactile Simulation


Nov 23, 2020
Yikai Wang, Wenbing Huang, Bin Fang, Fuchun Sun


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Deep Multimodal Fusion by Channel Exchanging


Nov 10, 2020
Yikai Wang, Wenbing Huang, Fuchun Sun, Tingyang Xu, Yu Rong, Junzhou Huang

* NeurIPS 2020. Code and models: https://github.com/yikaiw/CEN 

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Tackling Over-Smoothing for General Graph Convolutional Networks


Sep 08, 2020
Wenbing Huang, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang

* Submitted to TPAMI, 15 pages 

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Rethinking and Relieving Over-Smoothing in Deep GCNs


Aug 22, 2020
Wenbing Huang, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang

* 20 pages 

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Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation


Jul 30, 2020
Hongtao Yang, Tong Zhang, Wenbing Huang, Xuming He, Fatih Porikli


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Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?


Jul 12, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Yu Rong, Wenbing Huang, Peilin Zhao, Junzhou Huang


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GROVER: Self-supervised Message Passing Transformer on Large-scale Molecular Data


Jun 18, 2020
Yu Rong, Yatao Bian, Tingyang Xu, Weiyang Xie, Ying Wei, Wenbing Huang, Junzhou Huang

* 17 pages, 6 figures 

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Multi-View Graph Neural Networks for Molecular Property Prediction


Jun 12, 2020
Hehuan Ma, Yatao Bian, Yu Rong, Wenbing Huang, Tingyang Xu, Weiyang Xie, Geyan Ye, Junzhou Huang


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Dual Message Passing Neural Network for Molecular Property Prediction


May 29, 2020
Hehuan Ma, Yatao Bian, Yu Rong, Wenbing Huang, Tingyang Xu, Weiyang Xie, Geyan Ye, Junzhou Huang


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Dense Regression Network for Video Grounding


Apr 07, 2020
Runhao Zeng, Haoming Xu, Wenbing Huang, Peihao Chen, Mingkui Tan, Chuang Gan

* CVPR 2020 

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Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation


Mar 28, 2020
Runfa Chen, Wenbing Huang, Binghui Huang, Fuchun Sun, Bin Fang

* Accepted to CVPR 2020 

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Spectral Graph Attention Network


Mar 16, 2020
Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu


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Multi-AI competing and winning against humans in iterated Rock-Paper-Scissors game


Mar 15, 2020
Lei Wang, Wenbing Huang, Yuanpeng Li, Julian Evans, Sailing He


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Reusing Discriminators for Encoding Towards Unsupervised Image-to-Image Translation


Mar 03, 2020
Runfa Chen, Wenbing Huang, Binghui Huang, Fuchun Sun, Bin Fang

* Accepted to CVPR 2020 

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Graph Representation Learning via Graphical Mutual Information Maximization


Feb 04, 2020
Zhen Peng, Wenbing Huang, Minnan Luo, Qinghua Zheng, Yu Rong, Tingyang Xu, Junzhou Huang


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Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks


Jan 17, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang

* 8 pages, 4 figures, AAAI 2020 

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Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance


Nov 23, 2019
Mingxuan Jing, Xiaojian Ma, Wenbing Huang, Fuchun Sun, Chao Yang, Bin Fang, Huaping Liu

* Accepted to AAAI 2020. Xiaojian Ma and Mingxuan Jing contributed equally to this work 

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Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement


Nov 18, 2019
Chao Yang, Xiaojian Ma, Wenbing Huang, Fuchun Sun, Huaping Liu, Junzhou Huang, Chuang Gan

* Accepted to NeurIPS 2019 as a spotlight. Chao Yang and Xiaojian Ma contributed equally to this work 

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DropEdge: Towards the Very Deep Graph Convolutional Networks for Node Classification


Sep 09, 2019
Yu Rong, Wenbing Huang, Tingyang Xu, Junzhou Huang

* 13 pages 

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Graph Convolutional Networks for Temporal Action Localization


Sep 07, 2019
Runhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan

* ICCV 2019 

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A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models


Sep 06, 2019
Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang


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A Fast and Accurate One-Stage Approach to Visual Grounding


Aug 18, 2019
Zhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang, Dong Yu, Jiebo Luo

* ICCV 2019 Oral 

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