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Pan Zhou

Huazhong University of Science and Technology

Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network


Jul 27, 2021
Zhikang Zou, Xiaoye Qu, Pan Zhou, Shuangjie Xu, Xiaoqing Ye, Wenhao Wu, Jin Ye

* Accepted by ACMMM2021 

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A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning


Jun 28, 2021
Pan Zhou, Caiming Xiong, Xiao-Tong Yuan, Steven Hoi

* under review. arXiv admin note: substantial text overlap with arXiv:1903.11680 by other authors 

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Prototypical Graph Contrastive Learning


Jun 17, 2021
Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang


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Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction


Jun 06, 2021
Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, Yuchong Hu

* Accepted at CIKM 2019. arXiv admin note: substantial text overlap with arXiv:2011.07432 

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Exploiting Global Contextual Information for Document-level Named Entity Recognition


Jun 02, 2021
Zanbo Wang, Wei Wei, Xianling Mao, Shanshan Feng, Pan Zhou, Zhiyong He, Sheng Jiang

* 11 pages, 5 figures 

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RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things


May 11, 2021
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi


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Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting


Apr 22, 2021
Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li


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


Apr 21, 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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