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SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection


Jan 06, 2022
Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao


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Recurrent Glimpse-based Decoder for Detection with Transformer


Dec 09, 2021
Zhe Chen, Jing Zhang, Dacheng Tao


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Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation


Dec 04, 2021
Tianyue Zheng, Zhe Chen, Shuya Ding, Chao Cai, Jun Luo

* 9 pages 

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MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar


Nov 16, 2021
Tianyue Zheng, Zhe Chen, Shujie Zhang, Chao Cai, Jun Luo

* SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems November 2021 
* 14 pages 

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FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation


Nov 03, 2021
Zhe Chen, Wenhai Wang, Enze Xie, ZhiBo Yang, Tong Lu, Ping Luo

* 9 pages, 7 figures 

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RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition


Oct 29, 2021
Shuya Ding, Zhe Chen, Tianyue Zheng, Jun Luo

* SenSys '20: Proceedings of the 18th Conference on Embedded Networked Sensor Systems, November 2020 
* 14 pages 

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Integrated Task Assignment and Path Planning for Capacitated Multi-Agent Pickup and Delivery


Oct 28, 2021
Zhe Chen, Javier Alonso-Mora, Xiaoshan Bai, Daniel D. Harabor, Peter J. Stuckey

* IEEE Robotics and Automation Letters, vol. 6, no. 3, pp. 5816-5823, July 2021 

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SiWa: See into Walls via Deep UWB Radar


Oct 28, 2021
Tianyue Zheng, Zhe Chen, Jun Luo, Lin Ke, Chaoyang Zhao, Yaowen Yang

* MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking October 2021 
* 14 pages 

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Enhancing RF Sensing with Deep Learning: A Layered Approach


Oct 28, 2021
Tianyue Zheng, Zhe Chen, Shuya Ding, Jun Luo

* IEEE Communications Magazine ( Volume: 59, Issue: 2, February 2021) 
* 7 pages 

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V2iFi: in-Vehicle Vital Sign Monitoring via Compact RF Sensing


Oct 28, 2021
Tianyue Zheng, Zhe Chen, Chao Cai, Jun Luo, Xu Zhang

* Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Volume 4, Issue 2, June 2020 
* 27 pages 

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RF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network


Oct 28, 2021
Zhe Chen, Chao Cai, Tianyue Zheng, Jun Luo, Jie Xiong, Xin Wang

* IEEE Transactions on Mobile Computing, 19 April 2021 
* 13 pages 

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Dropout Prediction Variation Estimation Using Neuron Activation Strength


Oct 25, 2021
Haichao Yu, Zhe Chen, Dong Lin, Gil Shamir, Jie Han


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Expression Snippet Transformer for Robust Video-based Facial Expression Recognition


Sep 17, 2021
Yuanyuan Liu, Wenbin Wang, Chuanxu Feng, Haoyu Zhang, Zhe Chen, Yibing Zhan


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VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows


Aug 11, 2021
Xiao Wang, Jianing Li, Lin Zhu, Zhipeng Zhang, Zhe Chen, Xin Li, Yaowei Wang, Yonghong Tian, Feng Wu

* Work in Progress 

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Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World


Mar 30, 2021
Florian Laurent, Manuel Schneider, Christian Scheller, Jeremy Watson, Jiaoyang Li, Zhe Chen, Yi Zheng, Shao-Hung Chan, Konstantin Makhnev, Oleg Svidchenko, Vladimir Egorov, Dmitry Ivanov, Aleksei Shpilman, Evgenija Spirovska, Oliver Tanevski, Aleksandar Nikov, Ramon Grunder, David Galevski, Jakov Mitrovski, Guillaume Sartoretti, Zhiyao Luo, Mehul Damani, Nilabha Bhattacharya, Shivam Agarwal, Adrian Egli, Erik Nygren, Sharada Mohanty

* 28 pages, 8 figures 

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Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking


Mar 30, 2021
Xiao Wang, Zhe Chen, Jin Tang, Bin Luo, Yaowei Wang, Yonghong Tian, Feng Wu

* Accepted by IEEE T-CSVT 2021 

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Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization


Mar 22, 2021
Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo

* 10 pages, 9 figures 

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Symmetry Breaking for k-Robust Multi-Agent Path Finding


Feb 17, 2021
Zhe Chen, Daniel Harabor, Jiaoyang Li, Peter J. Stuckey

* 8 pages. Accepted by Thirty-Fifth AAAI Conference on Artificial Intelligence 

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Recent Progress in Appearance-based Action Recognition


Nov 25, 2020
Jack Humphreys, Zhe Chen, Dacheng Tao


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CL-MAPF: Multi-Agent Path Finding for Car-Like Robots with Kinematic and Spatiotemporal Constraints


Nov 01, 2020
Licheng Wen, Zhen Zhang, Zhe Chen, Xiangrui Zhao, Yong Liu


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Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems


Aug 17, 2020
Zhe Chen, Yuyan Wang, Dong Lin, Derek Zhiyuan Cheng, Lichan Hong, Ed H. Chi, Claire Cui

* 9 pages 

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Invertible Neural BRDF for Object Inverse Rendering


Aug 11, 2020
Zhe Chen, Shohei Nobuhara, Ko Nishino

* accepted to ECCV 2020 as spotlight 

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Block Shuffle: A Method for High-resolution Fast Style Transfer with Limited Memory


Aug 09, 2020
Weifeng Ma, Zhe Chen, Caoting Ji

* 12 pages, 12 figures 

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Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning


Jun 24, 2020
Di Cao, Junbo Zhao, Weihao Hu, Fei Ding, Qi Huang, Zhe Chen, Frede Blaabjerg

* 8 pages, 10 figures 

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Condensing Two-stage Detection with Automatic Object Key Part Discovery


Jun 23, 2020
Zhe Chen, Jing Zhang, Dacheng Tao


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Distributed Voltage Regulation of Active Distribution System Based on Enhanced Multi-agent Deep Reinforcement Learning


May 31, 2020
Di Cao, Junbo Zhao, Weihao Hu, Fei Ding, Qi Huang, Zhe Chen

* 8 pages, 10 figures 

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Towards High Performance Human Keypoint Detection


Feb 03, 2020
Jing Zhang, Zhe Chen, Dacheng Tao

* 20pages, 11 figures. The source code will be released at https://github.com/chaimi2013/CCM 

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