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EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles

Jan 15, 2021
Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen

* The paper is accepted by IEEE IoTJ, Jan. 2021 

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Discrete Knowledge Graph Embedding based on Discrete Optimization

Jan 13, 2021
Yunqi Li, Shuyuan Xu, Bo Liu, Zuohui Fu, Shuchang Liu, Xu Chen, Yongfeng Zhang

* Accepted at the AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services 

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Generate Natural Language Explanations for Recommendation

Jan 09, 2021
Hanxiong Chen, Xu Chen, Shaoyun Shi, Yongfeng Zhang

* Accepted to the SIGIR 2019 Workshop on ExplainAble Recommendation and Search, Paris, France, July 2019 

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Causal World Models by Unsupervised Deconfounding of Physical Dynamics

Dec 28, 2020
Minne Li, Mengyue Yang, Furui Liu, Xu Chen, Zhitang Chen, Jun Wang


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FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring

Dec 14, 2020
Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang

* Accepted by IEEE Transactions on Mobile Computing 

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CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices

Dec 06, 2020
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang

* Accepted by IEEE/ACM Transactions on Networking, Nov. 2020 

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TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting

Nov 30, 2020
Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie

* Published as a conference paper at ICDM 2020 

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Learning on Attribute-Missing Graphs

Nov 03, 2020
Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W Tsang

* This paper is to appear in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (TPAMI), 2020 

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GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs

Nov 03, 2020
Yunpeng Weng, Xu Chen, Liang Chen, Wei Liu

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Learning Euler's Elastica Model for Medical Image Segmentation

Nov 01, 2020
Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng

* 9 pages, 4 figures 

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Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network

Sep 25, 2020
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen

* CIKM 2020 

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When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network

Sep 22, 2020
Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu

* Accepted by IEEE IoTJ 

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Learning Robust Node Representations on Graphs

Sep 06, 2020
Xu Chen, Ya Zhang, Ivor Tsang, Yuangang Pan

* 16 pages 

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Decoupled Variational Embedding for Signed Directed Networks

Aug 28, 2020
Xu Chen, Jiangchao Yao, Maosen Li, Ya zhang, Yanfeng Wang

* This paper is accepted by ACM Transactions on the WEB, 2019 

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Learning Robust Node Representation on Graphs

Aug 26, 2020
Xu Chen, Ya Zhang, Ivor Tsang, Yuangang Pan

* 16 pages. This paper is currently under review by NeurIPS 2020 

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Human Body Model Fitting by Learned Gradient Descent

Aug 19, 2020
Jie Song, Xu Chen, Otmar Hilliges

* First two authors contributed equally to this work 

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Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

Aug 18, 2020
Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges


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Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence

Jul 15, 2020
Xin Tang, Xu Chen, Liekang Zeng, Shuai Yu, Lin Chen


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Knowledge Distillation for Mobile Edge Computation Offloading

Apr 09, 2020
Haowei Chen, Liekang Zeng, Shuai Yu, Xu Chen


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HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing

Mar 22, 2020
Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling

* Submitted for review 

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Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge based Framework

Mar 19, 2020
Qiong Wu, Kaiwen He, Xu Chen

* Submitted for review 

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DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network

Mar 09, 2020
Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen

* accepted by IEEE Journal on Selected Areas in Communications (JSAC), March 2020 

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Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach

Nov 11, 2019
Xuan Di, Xu Chen, Eric Talley


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Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

Oct 05, 2019
Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

* submitted to IEEE-TPAMI 

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Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing

Oct 04, 2019
En Li, Liekang Zeng, Zhi Zhou, Xu Chen

* Accepted by IEEE Transactions on Wireless Communications, Sept 2019 

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Node Attribute Generation on Graphs

Jul 23, 2019
Xu Chen, Siheng Chen, Huangjie Zheng, Jiangchao Yao, Kenan Cui, Ya Zhang, Ivor W. Tsang


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Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Jul 19, 2019
Yiwen Han, Xiaofei Wang, Victor C. M. Leung, Dusit Niyato, Xueqiang Yan, Xu Chen

* This paper has been submitted to IEEE Communications Surveys and Tutorials for possible publication 

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A Survey on Neural Machine Reading Comprehension

Jun 10, 2019
Boyu Qiu, Xu Chen, Jungang Xu, Yingfei Sun


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