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Efficient Training of High-Resolution Representation Seismic Image Fault Segmentation Network by Weakening Anomaly Labels


Oct 11, 2021
Yimin Dou, Kewen Li, Jianbing Zhu, Shaoquan Tan, Zongchao Huang, Xiao Li

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Convergence of Random Reshuffling Under The Kurdyka-Ɓojasiewicz Inequality


Oct 10, 2021
Xiao Li, Andre Milzarek, Junwen Qiu


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SeanNet: Semantic Understanding Network for Localization Under Object Dynamics


Oct 05, 2021
Xiao Li, Yidong Du, Zhen Zeng, Odest Chadwicke Jenkins


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Set-theoretic Localization for Mobile Robots with Infrastructure-based Sensing


Oct 04, 2021
Xiao Li, Yutong Li, Anouck Girard, Ilya Kolmanovsky


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Channel Customization for Joint Tx-RISs-Rx Design in Hybrid mmWave systems


Sep 27, 2021
Weicong Chen, Chao-Kai Wen, Xiao Li, Shi Jin

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Modeling and Measurements for Multi-path Mitigation with Reconfigurable Intelligent Surfaces


Sep 24, 2021
Ruya Zhou, Xiangyu Chen, Wankai Tang, Xiao Li, Shi Jin, Ertugrul Basar, Qiang Cheng, Tie Jun Cui

* An RIS has been utilized in modeling and measurements for multi-path mitigation 

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Enabling Plug-and-Play and Crowdsourcing SLAM in Wireless Communication Systems


Aug 08, 2021
Jie Yang, Chao-Kai Wen, Shi Jin, Xiao Li

* Paper accepted for publication in IEEE Transactions on Wireless Communications 

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End-to-End Video Object Detection with Spatial-Temporal Transformers


May 23, 2021
Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang


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Seismic Fault Segmentation via 3D-CNN Training by a Few 2D Slices Labels


May 20, 2021
YiMin Dou, Kewen Li, Jianbing Zhu, Xiao Li, Yingjie Xi

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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A Geometric Analysis of Neural Collapse with Unconstrained Features


May 06, 2021
Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu

* 42 pages, 8 figures, 1 table; the first two authors contributed to this work equally 

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3-D Deployment of UAV Swarm for Massive MIMO Communications


May 03, 2021
Ning Gao, Xiao Li, Shi Jin, Michail Matthaiou


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Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation


Apr 12, 2021
Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang, Xiaolin Hu

* CVPR 2021 

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Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases


Mar 03, 2021
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou

* 15 pages. 10 figures, 3 tables 

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Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training


Mar 01, 2021
Sheng Liu, Xiao Li, Yuexiang Zhai, Chong You, Zhihui Zhu, Carlos Fernandez-Granda, Qing Qu

* SL and XL contributed equally to this work; 23 pages, 6 figures, 6 tables 

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The Logical Options Framework


Feb 24, 2021
Brandon Araki, Xiao Li, Kiran Vodrahalli, Jonathan DeCastro, Micah J. Fry, Daniela Rus

* 23 pages, 19 figures 

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Rethinking Natural Adversarial Examples for Classification Models


Feb 23, 2021
Xiao Li, Jianmin Li, Ting Dai, Jie Shi, Jun Zhu, Xiaolin Hu

* 12 pages 

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Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning


Feb 01, 2021
Qisheng Wang, Xiao Li, Shi Jin, Yijiain Chen

* 5 pages, 4 figures, journal paper in press for publication 

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Fooling thermal infrared pedestrian detectors in real world using small bulbs


Jan 20, 2021
Xiaopei Zhu, Xiao Li, Jianmin Li, Zheyao Wang, Xiaolin Hu

* accepted by AAAI-21 

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TSQA: Tabular Scenario Based Question Answering


Jan 14, 2021
Xiao Li, Yawei Sun, Gong Cheng

* 9 pages, accepted to AAAI 2021 

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Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation


Nov 03, 2020
Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin

* Accepted by COLING 2020, final camera ready version 

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DGST: a Dual-Generator Network for Text Style Transfer


Oct 27, 2020
Xiao Li, Guanyi Chen, Chenghua Lin, Ruizhe Li

* Accepted by EMNLP 2020, camera ready version 

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A Blockchain Transaction Graph based Machine Learning Method for Bitcoin Price Prediction


Aug 21, 2020
Xiao Li, Weili Wu


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Distribution Aligned Multimodal and Multi-Domain Image Stylization


Jun 02, 2020
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng Xu


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A Text Reassembling Approach to Natural Language Generation


May 22, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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A Text Reassembling Approach to NaturalLanguage Generation


May 16, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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Curating a COVID-19 data repository and forecasting county-level death counts in the United States


May 16, 2020
Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany Tang, Yu Wang, Bin Yu

* 25 pages, 8 Figures, Authors ordered alphabetically. All authors contributed significantly to this work. All collected data, modeling code, forecasts, and visualizations are updated daily and available at \url{https://github.com/Yu-Group/covid19-severity-prediction

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An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety


May 14, 2020
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller


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Deep Reinforcement Learning for Adaptive Learning Systems


Apr 17, 2020
Xiao Li, Hanchen Xu, Jinming Zhang, Hua-hua Chang


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