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Tao Yang

DAMO Academy, Alibaba Group

Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints


Jun 09, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Psycholinguistic Tripartite Graph Network for Personality Detection


Jun 09, 2021
Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan

* Accepted by ACL 2021 

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GAN Prior Embedded Network for Blind Face Restoration in the Wild


May 13, 2021
Tao Yang, Peiran Ren, Xuansong Xie, Lei Zhang


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Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving


May 04, 2021
Rui Yang, Zhi Yan, Tao Yang, Yassine Ruichek

* 8 pages, 7 figures, submitted to IEEE ITSC 2021 

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Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization


May 01, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Composite Re-Ranking for Efficient Document Search with BERT


Mar 12, 2021
Yingrui Yang, Yifan Qiao, Jinjin Shao, Mayuresh Anand, Xifeng Yan, Tao Yang

* Submission by mistake 

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SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network


Mar 02, 2021
Fangxin Liu, Wenbo Zhao, Yilong Zhao, Zongwu Wang, Tao Yang, Zhezhi He, Naifeng Jing, Xiaoyao Liang, Li Jiang

* 7 pages, 12 figures 

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A Driving Behavior Recognition Model with Bi-LSTM and Multi-Scale CNN


Mar 01, 2021
He Zhang, Zhixiong Nan, Tao Yang, Yifan Liu, Nanning Zheng

* 6 pages, 5 figures 

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Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement


Feb 21, 2021
Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

* Project Page: https://github.com/xrenaa/CS-DisMo 

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Do Generative Models Know Disentanglement? Contrastive Learning is All You Need


Feb 21, 2021
Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

* Project Page: https://github.com/xrenaa/DisCo 

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GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement


Feb 20, 2021
Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren

* 8 pages, 6 figures 

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Maximizing Marginal Fairness for Dynamic Learning to Rank


Feb 18, 2021
Tao Yang, Qingyao Ai

* 10 pages, 7 figures 

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TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis


Dec 31, 2020
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi


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Sparsity-Aware SSAF Algorithm with Individual Weighting Factors for Acoustic Echo Cancellation


Sep 18, 2020
Yi Yu, Tao Yang, Hongyang Chen, Rodrigo C. de Lamare, Yingsong Li

* 17 pages, 12 figures 

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Stem-leaf segmentation and phenotypic trait extraction of maize shoots from three-dimensional point cloud


Sep 07, 2020
Chao Zhu, Teng Miao, Tongyu Xu, Tao Yang, Na Li


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Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank


Aug 20, 2020
Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai

* 4 pages, 2 figures. It has already been accepted and will show in Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM '20), October 19--23, 2020 

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HEU Emotion: A Large-scale Database for Multi-modal Emotion Recognition in the Wild


Jul 24, 2020
Jing Chen, Chenhui Wang, Kejun Wang, Chaoqun Yin, Cong Zhao, Tao Xu, Xinyi Zhang, Ziqiang Huang, Meichen Liu, Tao Yang


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Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism


Jul 06, 2020
Tao Yang, Zhixiong Nan, He Zhang, Shitao Chen, Nanning Zheng


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Commonsense Evidence Generation and Injection in Reading Comprehension


May 11, 2020
Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu

* Accepted by SIGDIAL 2020 

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Unbiased Learning to Rank: Online or Offline?


Apr 28, 2020
Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao


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Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition


Nov 25, 2019
Yang Liu, Zhaoyang Lu, Jing Li, Tao Yang, Chao Yao

* Accepted by IEEE Transactions on Image Processing, codes can be found at https://yangliu9208.github.io/DIVAFN/ 

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Global Temporal Representation based CNNs for Infrared Action Recognition


Sep 18, 2019
Yang Liu, Zhaoyang Lu, Jing Li, Tao Yang, Chao Yao

* Published in IEEE Signal Processing Letters, codes can be found at https://yangliu9208.github.io/TSTDDs/ 

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Multi-Grained Named Entity Recognition


Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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On the Generation of Medical Question-Answer Pairs


Nov 01, 2018
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan


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Design Space Exploration of Neural Network Activation Function Circuits


Sep 22, 2018
Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A. Kinsy, Nanning Zheng, Pengju Ren

* 5 pages, 5 figures, 16 conference 

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Geodesic Clustering in Deep Generative Models


Sep 13, 2018
Tao Yang, Georgios Arvanitidis, Dongmei Fu, Xiaogang Li, Søren Hauberg


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Hierarchically Learned View-Invariant Representations for Cross-View Action Recognition


Sep 03, 2018
Yang Liu, Zhaoyang Lu, Jing Li, Tao Yang

* Accepted preprint journal paper of IEEE Transactions on Circuits and Systems for Video Technology 

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TiEV: The Tongji Intelligent Electric Vehicle in the Intelligent Vehicle Future Challenge of China


May 07, 2018
Junqiao Zhao, Chen Ye, Yan Wu, Linting Guan, Lewen Cai, Lu Sun, Tao Yang, Xudong He, Jun Li, Yongchao Ding, Xinglian Zhang, Xinchen Wang, Jinlin Huang, Enwei Zhang, Yewei Huang, Wei Jiang, Shaoming Zhang, Lu Xiong, Tiantian Feng


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