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Tong Chen
Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph

Jan 04, 2021
Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu


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Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning

Dec 01, 2020
Ming Lu, Tong Chen, Dandan Ding, Fengqing Zhu, Zhan Ma


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Compiling ONNX Neural Network Models Using MLIR

Oct 01, 2020
Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le, Tong Chen, Gong Su, Haruki Imai, Yasushi Negishi, Anh Leu, Kevin O'Brien, Kiyokuni Kawachiya, Alexandre E. Eichenberger

* 8 pages 
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Recognizing Micro-expression in Video Clip with Adaptive Key-frame Mining

Sep 19, 2020
Min Peng, Chongyang Wang, Yuan Gao, Tao Bi, Tong Chen, Yu Shi, Xiang-Dong Zhou

* Submitted for Review in IEEE Transactions on Affective Computing 
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Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction

Jun 02, 2020
Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys, Katarzyna Musial

* To appear in KDD'20 
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Polynomial Optimization for Bounding Lipschitz Constants of Deep Networks

Feb 10, 2020
Tong Chen, Jean-Bernard Lasserre, Victor Magron, Edouard Pauwels

* 24 pages, 10 figures, 2 tables 
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Learned Video Compression via Joint Spatial-Temporal Correlation Exploration

Dec 13, 2019
Haojie Liu, Han shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma


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Sequence-Aware Factorization Machines for Temporal Predictive Analytics

Nov 18, 2019
Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou

* To appear in ICDE'20, Dallas, Texas, USA. Code link updated 
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Learned Point Cloud Geometry Compression

Sep 26, 2019
Jianqiang Wang, Hao Zhu, Zhan Ma, Tong Chen, Haojie Liu, Qiu Shen

* 13 pages 
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Collaborative Policy Learning for Open Knowledge Graph Reasoning

Aug 31, 2019
Cong Fu, Tong Chen, Meng Qu, Woojeong Jin, Xiang Ren


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Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack

May 09, 2019
Di Zhao, Jiqiang Liu, Jialin Wang, Wenjia Niu, Endong Tong, Tong Chen, Gang Li


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A Novel Apex-Time Network for Cross-Dataset Micro-Expression Recognition

Apr 23, 2019
Min Peng, Chongyang Wang, Tao Bi, Tong Chen, XiangDong Zhou, Yu shi

* 6 pages, 3 figures, 3 tables, code available, submitted to ACII 2019 
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Non-local Attention Optimized Deep Image Compression

Apr 22, 2019
Haojie Liu, Tong Chen, Peiyao Guo, Qiu Shen, Xun Cao, Yao Wang, Zhan Ma


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Extreme Image Compression via Multiscale Autoencoders With Generative Adversarial Optimization

Apr 08, 2019
Chao Huang, Haojie Liu, Tong Chen, Shiliang Pu, Qiu Shen, Zhan Ma


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Using Structured Input and Modularity for Improved Learning

Mar 29, 2019
Zehra Sura, Tong Chen, Hyojin Sung


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Micro-Attention for Micro-Expression recognition

Nov 09, 2018
Chongyang Wang, Min Peng, Tao Bi, Tong Chen

* 15 pages, 5 figures, 6 tables 
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Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding

Jul 18, 2018
Tong Chen, Wenjia Niu, Yingxiao Xiang, Xiaoxuan Bai, Jiqiang Liu, Zhen Han, Gang Li

* 25 pages 14 figures 
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Deep Sequence Learning with Auxiliary Information for Traffic Prediction

Jun 13, 2018
Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu

* KDD 2018. The first two authors share equal contributions 
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Deep Image Compression via End-to-End Learning

Jun 05, 2018
Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, Zhan Ma


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When Point Process Meets RNNs: Predicting Fine-Grained User Interests with Mutual Behavioral Infectivity

Oct 22, 2017
Tong Chen, Lin Wu, Yang Wang, Jun Zhang, Hongxu Chen, Xue Li

* Several existing references are missing and not discussed explicitly 
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Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection

Apr 20, 2017
Tong Chen, Lin Wu, Xue Li, Jun Zhang, Hongzhi Yin, Yang Wang

* 9 pages 
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A single scale retinex based method for palm vein extraction

May 26, 2016
Chongyang Wang, Ming Peng, Lingfeng Xu, Tong Chen

* 4 pages, 4 figures, received by 2016 IEEE Information Technology,Networking,Electronic and Automation Control Conference(ITNEC 2016) 
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