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Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation


Sep 24, 2021
Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang

* 11 pages, accepted by CIKM'21 

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Generalized Minimum Error Entropy for Adaptive Filtering


Sep 08, 2021
Jiacheng He, Gang Wang, Bei Peng, Zhenyu Feng, Kun Zhang

* 9 pages, 8 figures 

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The 2nd Anti-UAV Workshop & Challenge: Methods and Results


Aug 25, 2021
Jian Zhao, Gang Wang, Jianan Li, Lei Jin, Nana Fan, Min Wang, Xiaojuan Wang, Ting Yong, Yafeng Deng, Yandong Guo, Shiming Ge, Guodong Guo


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Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm


Aug 12, 2021
Lin Bo, Liang Pang, Gang Wang, Jun Xu, XiuQiang He, Ji-Rong Wen


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SA-MATD3:Self-attention-based multi-agent continuous control method in cooperative environments


Jul 01, 2021
Kai Liu, Yuyang Zhao, Gang Wang, Bei Peng

* 30 pages 

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Resonant Beam Communications with Echo Interference Elimination


Jun 25, 2021
Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang


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Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals


Jun 23, 2021
Yuanhao Li, Badong Chen, Gang Wang, Natsue Yoshimura, Yasuharu Koike


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A Logical Neural Network Structure With More Direct Mapping From Logical Relations


Jun 22, 2021
Gang Wang


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SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation


Jun 03, 2021
Hong-Yu Zhou, Chengdi Wang, Haofeng Li, Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu

* Accepted by Medical Image Analysis 

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Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention


Apr 29, 2021
Fuya Luo, Yunhan Li, Guang Zeng, Peng Peng, Gang Wang, Yongjie Li

* A Manuscript Submitted to IEEE Transactions on Intelligent Transpotation Systems 

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SceneRec: Scene-Based Graph Neural Networks for Recommender Systems


Feb 12, 2021
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma


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Human Action Recognition from Various Data Modalities: A Review


Jan 29, 2021
Zehua Sun, Jun Liu, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang


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Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition


Oct 26, 2020
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J Caselli, Eric M Reiman, Yalin Wang

* Accepted by Medical Image Analysis 

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A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction


Sep 29, 2020
Xiaorong Hu, Chenguang Zhao, Gang Wang


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PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration


Sep 29, 2020
Chenguang Zhao, Xiaorong Hu, Gang Wang


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Urban Sensing based on Mobile Phone Data: Approaches, Applications and Challenges


Aug 29, 2020
Mohammadhossein Ghahramani, MengChu Zhou, Gang Wang

* 11 pages, To appear in IEEE/CAA JAC 

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Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data


Jul 07, 2020
Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis

* 14 pages, 5 figures 

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Reinforcement Learning for Caching with Space-Time Popularity Dynamics


May 19, 2020
Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami

* 30 pages; 12 figs. arXiv admin note: text overlap with arXiv:1708.06698, arXiv:1902.10301 

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DA4AD: End-to-end Deep Attention Aware Features Aided Visual Localization for Autonomous Driving


Mar 06, 2020
Yao Zhou, Guowei Wan, Shenhua Hou, Li Yu, Gang Wang, Xiaofei Rui, Shiyu Song

* 19 pages, 4 figures 

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Scene Text Recognition With Finer Grid Rectification


Jan 26, 2020
Gang Wang

* 6pages,3 figures 

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Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation


Nov 03, 2019
Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang

* 25 pages, 3 figures 

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A Statistical Learning Approach to Reactive Power Control in Distribution Systems


Oct 25, 2019
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun


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A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation


Sep 10, 2019
Gang Wang, Bingcong Li, Georgios B. Giannakis

* 28 Pages 

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Semantic Correlation Promoted Shape-Variant Context for Segmentation


Sep 05, 2019
Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, Gang Wang

* CVPR 2019, Oral 

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Boundary-Aware Feature Propagation for Scene Segmentation


Aug 31, 2019
Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, Gang Wang

* ICCV 2019 

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NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding


May 12, 2019
Jun Liu, Amir Shahroudy, Mauricio Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Unpaired Image Captioning via Scene Graph Alignments


Apr 04, 2019
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang


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Skeleton-Based Online Action Prediction Using Scale Selection Network


Apr 03, 2019
Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot

* This paper has been accepted by T-PAMI. DOI: 10.1109/TPAMI.2019.2898954 

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