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UniCon: Unified Context Network for Robust Active Speaker Detection


Aug 05, 2021
Yuanhang Zhang, Susan Liang, Shuang Yang, Xiao Liu, Zhongqin Wu, Shiguang Shan, Xilin Chen

* 10 pages, 6 figures; to appear at ACM Multimedia 2021 

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Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation


Jun 10, 2021
Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li

* ICML 2021 

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A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs


Jun 09, 2021
Runzhong Wang, Zhigang Hua, Gan Liu, Jiayi Zhang, Junchi Yan, Feng Qi, Shuang Yang, Jun Zhou, Xiaokang Yang


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Learning to Schedule DAG Tasks


Mar 05, 2021
Zhigang Hua, Feng Qi, Gan Liu, Shuang Yang


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Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks


Feb 25, 2021
Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

* Accepted by AISTATS 2021; 9 pages excluding references and appendices 

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Learn an Effective Lip Reading Model without Pains


Nov 15, 2020
Dalu Feng, Shuang Yang, Shiguang Shan, Xilin Chen


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Learning (Re-)Starting Solutions for Vehicle Routing Problems


Aug 08, 2020
Xingwen Zhang, Shuang Yang


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Bandit Samplers for Training Graph Neural Networks


Jun 11, 2020
Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou, Shuang Yang, Le Song, Yuan Qi


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Variational Optimization for the Submodular Maximum Coverage Problem


Jun 10, 2020
Jian Du, Zhigang Hua, Shuang Yang

* 9 pages, 7 Figures 

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QEBA: Query-Efficient Boundary-Based Blackbox Attack


May 28, 2020
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

* Accepted by CVPR 2020 

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Synchronous Bidirectional Learning for Multilingual Lip Reading


May 12, 2020
Mingshuang Luo, Shuang Yang, Xilin Chen, Zitao Liu, Shiguang Shan

* 12 pages,2 figures,4 tables 

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Secret Sharing based Secure Regressions with Applications


Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang


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Mutual Information Maximization for Effective Lip Reading


Mar 13, 2020
Xing Zhao, Shuang Yang, Shiguang Shan, Xilin Chen

* 8 pages, Accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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Deformation Flow Based Two-Stream Network for Lip Reading


Mar 13, 2020
Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen

* 7 pages, FG 2020 

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Industrial Scale Privacy Preserving Deep Neural Network


Mar 12, 2020
Longfei Zheng, Chaochao Chen, Yingting Liu, Bingzhe Wu, Xibin Wu, Li Wang, Lei Wang, Jun Zhou, Shuang Yang


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Generating Natural Language Adversarial Examples on a Large Scale with Generative Models


Mar 10, 2020
Yankun Ren, Jianbin Lin, Siliang Tang, Jun Zhou, Shuang Yang, Yuan Qi, Xiang Ren


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Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading


Mar 09, 2020
Mingshuang Luo, Shuang Yang, Shiguang Shan, Xilin Chen

* 8 pages, Accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition


Mar 09, 2020
Yuanhang Zhang, Shuang Yang, Jingyun Xiao, Shiguang Shan, Xilin Chen

* 8 pages; accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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A Semi-supervised Graph Attentive Network for Financial Fraud Detection


Feb 28, 2020
Daixin Wang, Jianbin Lin, Peng Cui, Quanhui Jia, Zhen Wang, Yanming Fang, Quan Yu, Jun Zhou, Shuang Yang, Yuan Qi

* icdm 

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Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing


Feb 27, 2020
Ziqi Liu, Dong Wang, Qianyu Yu, Zhiqiang Zhang, Yue Shen, Jian Ma, Wenliang Zhong, Jinjie Gu, Jun Zhou, Shuang Yang, Yuan Qi


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Uncovering Insurance Fraud Conspiracy with Network Learning


Feb 27, 2020
Chen Liang, Ziqi Liu, Bin Liu, Jun Zhou, Xiaolong Li, Shuang Yang, Yuan Qi

* Accepted by SIGIR '19. Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2019 

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Solving Billion-Scale Knapsack Problems


Feb 02, 2020
Xingwen Zhang, Feng Qi, Zhigang Hua, Shuang Yang


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Accurate Nuclear Segmentation with Center Vector Encoding


Jul 10, 2019
Jiahui Li, Zhiqiang Hu, Shuang Yang

* Published in The 26th international conference on Information Processing in Medical Imaging (IPMI) 

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Signet Ring Cell Detection With a Semi-supervised Learning Framework


Jul 09, 2019
Jiahui Li, Shuang Yang, Xiaodi Huang, Qian Da, Xiaoqun Yang, Zhiqiang Hu, Qi Duan, Chaofu Wang, Hongsheng Li

* Published in The 26th international conference on Information Processing in Medical Imaging (IPMI) 

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LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild


Oct 29, 2018
Shuang Yang, Yuanhang Zhang, Dalu Feng, Mingmin Yang, Chenhao Wang, Jingyun Xiao, Keyu Long, Shiguang Shan, Xilin Chen


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3D Feature Pyramid Attention Module for Robust Visual Speech Recognition


Oct 17, 2018
Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen

* 9 pages 

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