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Pan Zhou

Huazhong University of Science and Technology

WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition


Apr 08, 2021
Zhichao Wang, Wenwen Yang, Pan Zhou, Wei Chen


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Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR


Apr 07, 2021
Xian Shi, Pan Zhou, Wei Chen, Lei Xie

* Submitted to Interspeech 2021 

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Context-aware Biaffine Localizing Network for Temporal Sentence Grounding


Mar 22, 2021
Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie

* Accepted by CVPR 2021 

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DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing


Mar 02, 2021
Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia

* 20 pages, 7 figures 

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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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