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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Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing

May 24, 2019
Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang

* Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, and Junshan Zhang, "Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing," Proceedings of the IEEE 

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Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition

Apr 26, 2019
Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

* Accepted by CVPR 2019 

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Unpaired Pose Guided Human Image Generation

Jan 08, 2019
Xu Chen, Jie Song, Otmar Hilliges

* The first two authors contributed equally to this paper 

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NVS Machines: Learning Novel View Synthesis with Fine-grained View Control

Jan 07, 2019
Xu Chen, Jie Song, Otmar Hilliges

* The first two authors contributed equally to this paper 

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Ramp-based Twin Support Vector Clustering

Dec 10, 2018
Zhen Wang, Xu Chen, Chun-Na Li, Yuan-Hai Shao

* 5 pages, 2 figures 

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Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

Nov 27, 2018
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

* 11 pages, EMNLP2018 

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Robust Active Learning for Electrocardiographic Signal Classification

Nov 21, 2018
Xu Chen, Saratendu Sethi

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 3 

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Variational Collaborative Learning for User Probabilistic Representation

Sep 22, 2018
Kenan Cui, Xu Chen, Jiangchao Yao, Ya Zhang

* 8 pages, 4 figures 

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In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Sep 19, 2018
Xiaofei Wang, Yiwen Han, Chenyang Wang, Qiyang Zhao, Xu Chen, Min Chen

* Mobile Edge Computing, Artificial Intelligence, Deep Learning 

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Aesthetic-based Clothing Recommendation

Sep 16, 2018
Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin

* WWW 2018 

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Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing

Sep 14, 2018
Tao Ouyang, Zhi Zhou, Xu Chen

* The paper is accepted by IEEE Journal on Selected Areas in Communications, Aug. 2018 

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Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy

Sep 14, 2018
En Li, Zhi Zhou, Xu Chen

* Published in the SIGCOMM Workshop on Mobile Edge Communications, Budapest, Hungary, August 21-23, 2018. https://dl.acm.org/authorize?N665473 

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Explainable Recommendation: A Survey and New Perspectives

Sep 04, 2018
Yongfeng Zhang, Xu Chen

* 90 pages 

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Fictitious GAN: Training GANs with Historical Models

Jul 11, 2018
Hao Ge, Yin Xia, Xu Chen, Randall Berry, Ying Wu

* 19 pages. First three authors have equal contributions 

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Superposition-Assisted Stochastic Optimization for Hawkes Processes

Feb 14, 2018
Hongteng Xu, Xu Chen, Lawrence Carin


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Benefits from Superposed Hawkes Processes

Feb 14, 2018
Hongteng Xu, Dixin Luo, Xu Chen, Lawrence Carin

* AISTATS 2018 

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Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN

Feb 06, 2018
Xu Chen, Jiang Wang, Hao Ge

* Accepted by Sixth International Conference on Learning Representations (ICLR 2018). Xu Chen and Jiang Wang contributed equally 

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Texture Object Segmentation Based on Affine Invariant Texture Detection

Dec 23, 2017
Jianwei Zhang, Xu Chen, Xuezhong Xiao

* 6pages, 15 figures 

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