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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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Prototypical Representation Learning for Relation Extraction


Mar 22, 2021
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang

* Accepted by ICLR 2021 

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The Labeled Multiple Canonical Correlation Analysis for Information Fusion


Feb 28, 2021
Lei Gao, Rui Zhang, Lin Qi, Enqing Chen, Ling Guan

* IEEE Transactions on Multimedia, 2019 

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UAV-Enabled Wireless Power Transfer: A Tutorial Overview


Feb 27, 2021
Lifeng Xie, Xiaowen Cao, Jie Xu, Rui Zhang


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Anchor-Assisted Channel Estimation for Intelligent Reflecting Surface Aided Multiuser Communication


Feb 23, 2021
Xinrong Guan, Qingqing Wu, Rui Zhang

* A new anchor-assisted IRS channel estimation approach is proposed to improve the channel estimaion efficiency and accuracy in IRS-aided multiuser communication systems 

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Environment-Aware and Training-Free Beam Alignment for mmWave Massive MIMO via Channel Knowledge Map


Feb 19, 2021
Di Wu, Yong Zeng, Shi jin, Rui Zhang


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Target-Dependent Chemical Species Tomography with Hybrid Meshing of Sensing Regions


Feb 10, 2021
Rui Zhang, Godwin Enemali, Yong Bao, Chang Liu

* Submitted to IEEE Transactions on Instrumentation and Measurement 

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HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks


Jan 25, 2021
Yunxiang Zhao, Qiuhong Ke, Flip Korn, Jianzhong Qi, Rui Zhang


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Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision


Jan 25, 2021
Zitao Shen, Yoonkwon Yi, Anusha Bompelli, Fang Yu, Yanshan Wang, Rui Zhang


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Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review


Jan 22, 2021
Anusha Bompelli, Yanshan Wang, Ruyuan Wan, Esha Singh, Yuqi Zhou, Lin Xu, David Oniani, Bhavani Singh Agnikula Kshatriya, Joyce, E. Balls-Berry, Rui Zhang

* 27 pages, 5 figures 

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TEMImageNet and AtomSegNet Deep Learning Training Library and Models for High-Precision Atom Segmentation, Localization, Denoising, and Super-resolution Processing of Atom-Resolution Scanning TEM Images


Dec 16, 2020
Ruoqian Lin, Rui Zhang, Chunyang Wang, Xiao-Qing Yang, Huolin L. Xin


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Scene Text Detection with Scribble Lines


Dec 10, 2020
Wenqing Zhang, Yang Qiu, Minghui Liao, Rui Zhang, Xiaolin Wei, Xiang Bai


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Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction


Nov 26, 2020
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang


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Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL


Oct 23, 2020
Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang

* 8 pages, 2 figures 

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Drug Repurposing for COVID-19 via Knowledge Graph Completion


Oct 19, 2020
Rui Zhang, Dimitar Hristovski, Dalton Schutte, Andrej Kastrin, Marcelo Fiszman, Halil Kilicoglu

* 47 pages, 3 figures, submitted to Journal of Biomedical Informatics 

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Maximum Moment Restriction for Instrumental Variable Regression


Oct 15, 2020
Rui Zhang, Masaaki Imaizumi, Bernhard Schölkopf, Krikamol Muandet

* 30 pages 

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UAV Trajectory and Communication Co-design: Flexible Path Discretization and Path Compression


Oct 14, 2020
Yijun Guo, Changsheng You, Changchuan Yin, Rui Zhang

* 30 pages. This paper proposed a novel UAV trajectory design framework with flexible path discretization and path compression to significantly reduce the design complexity based on conventional path/time discretization schemes 

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Generalizable and Explainable Dialogue Generation via Explicit Action Learning


Oct 08, 2020
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

* Accepted to Proceedings of EMNLP 2020 (Findings) 

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GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems


Oct 04, 2020
Shiquan Yang, Rui Zhang, Sarah Erfani

* 11 pages, 5 figures, Accepted as an EMNLP 2020 Long Paper 

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Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text


Sep 16, 2020
Yadan Fan, Sicheng Zhou, Yifan Li, Rui Zhang


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Short-Term and Long-Term Context Aggregation Network for Video Inpainting


Sep 12, 2020
Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri

* Accepted by ECCV 2020 as a spotlight paper 

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Detecting Relevant Feature Interactions for Recommender Systems via Graph Neural Networks


Aug 02, 2020
Yixin Su, Rui Zhang, Sarah Erfani, Zhenghua Xu

* 12 pages, 5 figures 

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FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition


Jul 22, 2020
Wenqing Zhang, Yang Qiu, Song Bai, Rui Zhang, Xiaolin Wei, Xiang Bai


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