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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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