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Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity


Jul 21, 2021
Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong

* 11 pages, 8 figures, Accepted by KDD 2021 (Research Track) 

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ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction


Jul 08, 2021
Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang


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Graph Convolution for Re-ranking in Person Re-identification


Jul 05, 2021
Yuqi Zhang, Qian Qi, Chong Liu, Weihua Chen, Fan Wang, Hao Li, Rong Jin


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Action Set Based Policy Optimization for Safe Power Grid Management


Jun 29, 2021
Bo Zhou, Hongsheng Zeng, Yuecheng Liu, Kejiao Li, Fan Wang, Hao Tian

* accepted by ECML PKDD 2021; 1st place in NeurIPS2020 RL challenge: power grid management 

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KVT: k-NN Attention for Boosting Vision Transformers


May 28, 2021
Pichao Wang, Xue Wang, Fan Wang, Ming Lin, Shuning Chang, Wen Xie, Hao Li, Rong Jin


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A Unified Pre-training Framework for Conversational AI


May 27, 2021
Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin

* Presented at AAAI-21 DSTC9 Workshop. First five authors contributed equally to this work 

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An Empirical Study of Vehicle Re-Identification on the AI City Challenge


May 20, 2021
Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li

* CVPR 2021 AI CITY CHALLENGE City-Scale Multi-Camera Vehicle Re-Identification Top 1. arXiv admin note: text overlap with arXiv:2004.10547 

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City-Scale Multi-Camera Vehicle Tracking Guided by Crossroad Zones


May 14, 2021
Chong Liu, Yuqi Zhang, Hao Luo, Jiasheng Tang, Weihua Chen, Xianzhe Xu, Fan Wang, Hao Li, Yi-Dong Shen

* CVPR 2021 AI CITY CHALLENGE City-Scale Multi-Camera Vehicle Tracking Top 1 

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TopoTxR: A Topological Biomarker for Predicting Treatment Response in Breast Cancer


May 13, 2021
Fan Wang, Saarthak Kapse, Steven Liu, Prateek Prasanna, Chao Chen

* 12 pages, 5 figures, 2 tables, accepted to International Conference on Information Processing in Medical Imaging (IPMI) 2021 

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Single-pixel diffuser camera


May 06, 2021
Baolei Liu, Fan Wang, Chaohao Chen, David McGloin

* 5 pages, 4 figures 

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Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation


Mar 30, 2021
Shuning Chang, Pichao Wang, Fan Wang, Hao Li, Jiashi Feng

* 12 pagess, 4 figures 

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Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning


Feb 15, 2021
Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong

* 12 pages, 10 figures 

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TransReID: Transformer-based Object Re-Identification


Feb 08, 2021
Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, Wei Jiang


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Learning to Select External Knowledge with Multi-Scale Negative Sampling


Feb 03, 2021
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang

* To be presented at AAAI-21 DSTC9 Workshop. First two authors contributed equally to this work 

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1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking


Feb 01, 2021
Fei Du, Bo Xu, Jiasheng Tang, Yuqi Zhang, Fan Wang, Hao Li


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Multi-object Tracking with a Hierarchical Single-branch Network


Jan 06, 2021
Fan Wang, Lei Luo, En Zhu, Siwei Wang, Jun Long


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1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification


Dec 25, 2020
Jianyang Gu, Hao Luo, Weihua Chen, Yiqi Jiang, Yuqi Zhang, Shuting He, Fan Wang, Hao Li, Wei Jiang

* 1st place solution to VisDA-2020 Challenge (ECCVW 2020). The source code and trained models can be obtained at https://github.com/vimar-gu/Bias-Eliminate-DA-ReID 

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Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction


Dec 17, 2020
Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou


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Proactive Interaction Framework for Intelligent Social Receptionist Robots


Dec 09, 2020
Yang Xue, Fan Wang, Hao Tian, Min Zhao, Jiangyong Li, Haiqing Pan, Yueqiang Dong

* Pre-print, submitted to ICRA 2021 

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Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors


Dec 07, 2020
Fan Wang, Jiangxin Yang, Yanlong Cao, Yanpeng Cao, Michael Ying Yang

* 8 pages, 7 figures 

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Infrared small target detection based on isotropic constraint under complex background


Nov 24, 2020
Fan Wang


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PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning


Jul 13, 2020
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu

* First four authors contributed equally to this work 

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Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model


Jul 09, 2020
Haojie Liu, Ming Lu, Zhan Ma, Fan Wang, Zhihuang Xie, Xun Cao, Yao Wang


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SUPER: A Novel Lane Detection System


May 14, 2020
Pingping Lu, Chen Cui, Shaobing Xu, Huei Peng, Fan Wang


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PSDet: Efficient and Universal Parking Slot Detection


May 12, 2020
Zizhang Wu, Weiwei Sun, Man Wang, Xiaoquan Wang, Lizhu Ding, Fan Wang

* Accpeted to IV 2020, i.e., the 31st IEEE Intelligent Vehicles Symposium 

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Multi-Domain Learning and Identity Mining for Vehicle Re-Identification


Apr 24, 2020
Shuting He, Hao Luo, Weihua Chen, Miao Zhang, Yuqi Zhang, Fan Wang, Hao Li, Wei Jiang

* Solution for AI City Challenge, CVPR2020 Workshop. Codes are at https://github.com/heshuting555/AICITY2020_DMT_VehicleReID 

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