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Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition

Dec 23, 2020
Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin

* accepted in AAAI2021 

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Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

Dec 22, 2020
Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, Liang Lin

* Accepted by AAAI 2021 

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Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation

Dec 10, 2020
Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou

* Accepted by AAAI 2021 

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F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation

Dec 04, 2020
Daizong Liu, Dongdong Yu, Changhu Wang, Pan Zhou

* Accepted by AAAI2021 

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V3H: Incomplete Multi-view Clustering via View Variation and View Heredity

Nov 23, 2020
Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu


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ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering

Nov 20, 2020
Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu


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Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat

Nov 20, 2020
Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu


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Target Guided Emotion Aware Chat Machine

Nov 15, 2020
Wei Wei, Jiayi Liu, Xianling Mao, Guibin Guo, Feida Zhu, Pan Zhou, Yuchong Hu, Shanshan Feng


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Video-based Facial Expression Recognition using Graph Convolutional Networks

Oct 26, 2020
Daizong Liu, Hongting Zhang, Pan Zhou

* Accepted by ICPR2020 

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Iterative Graph Self-Distillation

Oct 23, 2020
Hanlin Zhang, Shuai Lin, Weiyang Liu, Pan Zhou, Jian Tang, Xiaodan Liang, Eric P. Xing


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How Important is the Train-Validation Split in Meta-Learning?

Oct 12, 2020
Yu Bai, Minshuo Chen, Pan Zhou, Tuo Zhao, Jason D. Lee, Sham Kakade, Huan Wang, Caiming Xiong


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Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning

Oct 12, 2020
Pan Zhou, Jiashi Feng, Chao Ma, Caiming Xiong, Steven HOI, Weinan E

* NeurIPS 2020 

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Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization

Sep 18, 2020
Pan Zhou, Xiaotong Yuan


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Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs

Sep 12, 2020
Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Meng Pang, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen


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Evasion Attacks to Graph Neural Networks via Influence Function

Sep 12, 2020
Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen


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Efficient Evasion Attacks to Graph Neural Networks via Influence Function

Sep 01, 2020
Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen


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Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization

Aug 13, 2020
Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu

* Accepted by ACM MM 2020 

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Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds

Aug 12, 2020
Zichuan Xu, Jiangkai Wu, Qiufen Xia, Pan Zhou, Jiankang Ren, Huizhi Liang

* 9 pages, 8 figures, Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos

Aug 06, 2020
Xiaoye Qu, Pengwei Tang, Zhikang Zhou, Yu Cheng, Jianfeng Dong, Pan Zhou

* ACM MM 2020 

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Improving GAN Training with Probability Ratio Clipping and Sample Reweighting

Jun 30, 2020
Yue Wu, Pan Zhou, Andrew Gordon Wilson, Eric P. Xing, Zhiting Hu

* Fixed typos. Code available at: https://github.com/Holmeswww/PPOGAN 

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Theory-Inspired Path-Regularized Differential Network Architecture Search

Jun 30, 2020
Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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Federated Mutual Learning

Jun 27, 2020
Tao Shen, Jie Zhang, Xinkang Jia, Fengda Zhang, Gang Huang, Pan Zhou, Fei Wu, Chao Wu


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Learning Decomposed Representation for Counterfactual Inference

Jun 12, 2020
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu


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Prototypical Contrastive Learning of Unsupervised Representations

Jun 05, 2020
Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi


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Data Augmentation Imbalance For Imbalanced Attribute Classification

May 21, 2020
Yang Hu, Xiaying Bai, Pan Zhou, Fanhua Shang, Shengmei Shen

* This paper needs further revision 

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