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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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Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial

Jul 07, 2020
Qingqing Wu, Shuowen Zhang, Beixiong Zheng, Changsheng You, Rui Zhang

* IEEE TCOM EIC Invited Paper.A tutorial paper on IRS 

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DART: Open-Domain Structured Data Record to Text Generation

Jul 06, 2020
Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher

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Grafted network for person re-identification

Jun 06, 2020
Jiabao Wang, Yang Li, Shanshan Jiao, Zhuang Miao, Rui Zhang

* Signal Processing: Image Communication 80(2020)115674 

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A heterogeneous branch and multi-level classification network for person re-identification

Jun 02, 2020
Jiabao Wang, Yang Li, Yangshuo Zhang, Zhuang Miao, Rui Zhang

* Neurocomputing 404(2020)61-69 

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels

May 20, 2020
Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

* This paper is accepted by KDD 2020 

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Consistent and Flexible Selectivity Estimation for High-dimensional Data

May 20, 2020
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Onizuka Makoto, Wei Wang, Rui Zhang

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ESPRIT: Explaining Solutions to Physical Reasoning Tasks

May 14, 2020
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming XIong, Richard Socher, Dragomir Radev

* ACL 2020 

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Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation

May 09, 2020
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

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ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition

Apr 07, 2020
Qi Song, Qianyi Jiang, Nan Li, Rui Zhang, Xiaolin Wei

* 8 pages, 3 figures 

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Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning

Mar 17, 2020
Yong Zeng, Xiaoli Xu, Shi Jin, Rui Zhang

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Graph Convolutional Auto-encoder with Bi-decoder and Adaptive-sharing Adjacency

Mar 10, 2020
Rui Zhang, Yunxing Zhang, Xuelong Li

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Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM

Mar 08, 2020
Rui Zhang, Quanyan Zhu

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Adaptive Graph Auto-Encoder for General Data Clustering

Feb 22, 2020
Xuelong Li, Hongyuan Zhang, Rui Zhang

* 11 pages containing one page supplementary 

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