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Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark


Jul 20, 2021
Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou


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Improving Model Robustness with Latent Distribution Locally and Globally


Jul 08, 2021
Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi


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Discovering novel drug-supplement interactions using a dietary supplements knowledge graph generated from the biomedical literature


Jun 24, 2021
Dalton Schutte, Jake Vasilakes, Anu Bompelli, Yuqi Zhou, Marcelo Fiszman, Hua Xu, Halil Kilicoglu, Jeffrey R. Bishop, Terrence Adam, Rui Zhang

* 14 pages, 4 tables, 1 figure 

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Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training


Jun 22, 2021
Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T Kandemir, Chita R Das


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Distributed Beam Training for Intelligent Reflecting Surface Enabled Multi-Hop Routing


Jun 22, 2021
Weidong Mei, Rui Zhang

* 6 pages, 5 figures. Our other works on multi-IRS aided wireless network: IRS-user associations (arXiv:2009.02551), single-beam multi-hop routing (arXiv:2010.13589), and multi-beam multi-hop routing (arXiv:2101.00217) 

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Deep Learning Models in Detection of Dietary Supplement Adverse Event Signals from Twitter


Jun 21, 2021
Yefeng Wang, Yunpeng Zhao, Jiang Bian, Rui Zhang

* 1 Figure, 6 Tables 

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Deep Contrastive Graph Representation via Adaptive Homotopy Learning


Jun 17, 2021
Rui Zhang, Chengjun Lu, Ziheng Jiao, Xuelong Li

* 9 pages,4 figures 

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Shuffle Transformer with Feature Alignment for Video Face Parsing


Jun 16, 2021
Rui Zhang, Yang Han, Zilong Huang, Pei Cheng, Guozhong Luo, Gang Yu, Bin Fu

* technical report 

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Non-Gradient Manifold Neural Network


Jun 15, 2021
Rui Zhang, Ziheng Jiao, Hongyuan Zhang, Xuelong Li


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Instrument Space Selection for Kernel Maximum Moment Restriction


Jun 07, 2021
Rui Zhang, Krikamol Muandet, Bernhard Schölkopf, Masaaki Imaizumi


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Hierarchical Temperature Imaging Using Pseudo-Inversed Convolutional Neural Network Aided TDLAS Tomography


Jun 05, 2021
Jingjing Si, Guoliang Li, Yinbo Cheng, Rui Zhang, Godwin Enemali, Chang Liu

* Submitted to IEEE Transactions on Instrumentation and Measurement 

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Cross-language Sentence Selection via Data Augmentation and Rationale Training


Jun 04, 2021
Yanda Chen, Chris Kedzie, Suraj Nair, Petra Galuščáková, Rui Zhang, Douglas W. Oard, Kathleen McKeown

* ACL 2021 main conference 

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Transforming Fading Channel from Fast to Slow: Intelligent Refracting Surface Aided High-Mobility Communication


Jun 04, 2021
Zixuan Huang, Beixiong Zheng, Rui Zhang

* Conference version (arXiv:2011.03147) 

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Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting


Jun 03, 2021
Ang Li, Qiuhong Ke, Xingjun Ma, Haiqin Weng, Zhiyuan Zong, Feng Xue, Rui Zhang

* Accepted by IJCAI 2021 

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UAV Aided Over-the-Air Computation


Jun 01, 2021
Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang

* 30 pages, 9 figures 

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Spatial-Temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction


May 21, 2021
Zichuan Liu, Rui Zhang, Chen Wang, Hongbo Jiang


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IRS-Aided Wireless Relaying: Optimal Deployment and Capacity Scaling


May 18, 2021
Zhenyu Kang, Changsheng You, Rui Zhang


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Neural Graph Matching based Collaborative Filtering


May 10, 2021
Yixin Su, Rui Zhang, Sarah Erfani, Junhao Gan

* 10 pages, 6 figures, 4 tables, SIGIR 2021 

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De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks


May 08, 2021
Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu

* To be published in IEEE Transactions on Information Forensics and Security 

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Domain-Specific Suppression for Adaptive Object Detection


May 08, 2021
Yu Wang, Rui Zhang, Shuo Zhang, Miao Li, YangYang Xia, XiShan Zhang, ShaoLi Liu

* Accepted in CVPR 2021 

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WGCN: Graph Convolutional Networks with Weighted Structural Features


Apr 29, 2021
Yunxiang Zhao, Jianzhong Qi, Qingwei Liu, Rui Zhang


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LGD-GCN: Local and Global Disentangled Graph Convolutional Networks


Apr 24, 2021
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang


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A Survey on Millimeter-Wave Beamforming Enabled UAV Communications and Networking


Apr 19, 2021
Zhenyu Xiao, Lipeng Zhu, Yanming Liu, Pengfei Yi, Rui Zhang, Xiang-Gen Xia, Robert Schober

* Submitted to IEEE Communications Surveys and Tutorials 

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A Conversational Agent System for Dietary Supplements Use


Apr 04, 2021
Esha Singh, Anu Bompelli, Ruyuan Wan, Jiang Bian, Serguei Pakhomov, Rui Zhang


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FeTaQA: Free-form Table Question Answering


Apr 01, 2021
Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Nick Schoelkopf, Riley Kong, Xiangru Tang, Murori Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev


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Enabling Smart Reflection in Integrated Air-Ground Wireless Network: IRS Meets UAV


Mar 29, 2021
Changsheng You, Zhenyu Kang, Yong Zeng, Rui Zhang

* In this article, we propose new methods to jointly apply IRS and UAV in integrated air-ground wireless networks by exploiting their complementary advantages 

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A Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning


Mar 28, 2021
Rui Zhang, Bayu Distiawan Trisedy, Miao Li, Yong Jiang, Jianzhong Qi


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NameRec*: Highly Accurate and Fine-grained Person Name Recognition


Mar 23, 2021
Rui Zhang, Yimeng Dai, Shijie Liu


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Enhanced Principal Component Analysis under A Collaborative-Robust Framework


Mar 22, 2021
Rui Zhang, Hongyuan Zhang, Xuelong Li


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