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Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model


Apr 21, 2021
Guoliang Li, Shuai Wang, Jie Li, Rui Wang, Xiaohui Peng, Tony Xiao Han

* 12 pages, 5 pages, submitted to IEEE SPAWC 2021 

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Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis


Apr 21, 2021
Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang

* 30 pages,9 figures 

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EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild


Apr 20, 2021
Rui Wang, Zhihua Wei, Haoran Duan, Shouling Ji, Zhen Hong


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Shapley Explanation Networks


Apr 06, 2021
Rui Wang, Xiaoqian Wang, David I. Inouye

* 26 pages, 11 figures, accepted to ICLR 2021 

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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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QoS-Driven Resource Optimization for Intelligent Fog Radio Access Network: A Dynamic Power Allocation Perspective


Mar 03, 2021
Jun Yu, Rui Wang, Jun Wu


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Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization


Mar 02, 2021
Jinyun Zhou, Rui Wang, Xu Liu, Yifei Jiang, Shu Jiang, Jiaming Tao, Jinghao Miao, Shiyu Song

* 8 pages, 10 figures 

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Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles


Mar 01, 2021
Rui Wang, Heju Li, Erwu Liu

* 14 pages,7 figures, journal 

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Passive Beamforming Design and Channel Estimation for IRS Communication System with Few-Bit ADCs


Feb 28, 2021
Jingnan Li, Rui Wang, Erwu Liu


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Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control


Feb 28, 2021
Chen Wang, Rui Wang, Danfei Xu, Ajay Mandlekar, Li Fei-Fei, Silvio Savarese

* First two authors contributed equally 

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Meta-Learning Dynamics Forecasting Using Task Inference


Feb 20, 2021
Rui Wang, Robin Walters, Rose Yu


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Edge Federated Learning Via Unit-Modulus Over-The-Air Computation (Extended Version)


Feb 16, 2021
Shuai Wang, Yuncong Hong, Rui Wang, Qi Hao, Yik-Chung Wu, Derrick Wing Kwan Ng

* 34 pages, 7 figures, submitted to IEEE for possible publication 

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Text Compression-aided Transformer Encoding


Feb 11, 2021
Zuchao Li, Zhuosheng Zhang, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita


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Tight Integration of Feature-Based Relocalization in Monocular Direct Visual Odometry


Feb 08, 2021
Mariia Gladkova, Rui Wang, Niclas Zeller, Daniel Cremers

* A typo in the title is corrected 

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LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search


Feb 08, 2021
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

* Accepted to ICASSP 21 

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Tight-Integration of Feature-Based Relocalization in Monocular Direct Visual Odometry


Feb 01, 2021
Mariia Gladkova, Rui Wang, Niclas Zeller, Daniel Cremers


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Uniform Object Rearrangement: From Complete Monotone Primitives to Efficient Non-Monotone Informed Search


Jan 28, 2021
Rui Wang, Kai Gao, Daniel Nakhimovich, Jingjin Yu, Kostas E. Bekris

* 7 pages. Submitted to IEEE International Conference on Robotics and Automation (ICRA) 2021 

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To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph


Jan 16, 2021
Sufeng Duan, Hai Zhao, Rui Wang

* arXiv admin note: text overlap with arXiv:2009.07489 

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Unsupervised heart abnormality detection based on phonocardiogram analysis with Beta Variational Auto-Encoders


Jan 14, 2021
Shengchen Li, Ke Tian, Rui Wang


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SG-Net: Syntax Guided Transformer for Language Representation


Jan 07, 2021
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

* The early version accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal extension of arXiv:1908.05147 (AAAI 2020) 

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Accurate Word Representations with Universal Visual Guidance


Dec 30, 2020
Zhuosheng Zhang, Haojie Yu, Hai Zhao, Rui Wang, Masao Utiyama


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Reconfigurable Intelligent Surface Assisted Mobile Edge Computing with Heterogeneous Learning Tasks


Dec 25, 2020
Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang

* 30 pages, 8 figures, submitted to IEEE Transactions on Cognitive Communications and Networking 

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SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud based Place Recognition


Nov 24, 2020
Yan Xia, Yusheng Xu, Shuang Li, Rui Wang, Juan Du, Daniel Cremers, Uwe Stilla

* 10 pages, 7 figures, 6 tables 

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Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems


Nov 20, 2020
Rui Wang, Danielle Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu


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Dynamic Relay Selection and Power Allocation for Minimizing Outage Probability: A Hierarchical Reinforcement Learning Approach


Nov 10, 2020
Yuanzhe Geng, Erwu Liu, Rui Wang, Yiming Liu


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Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time


Nov 03, 2020
Yuanzhe Geng, Erwu Liu, Rui Wang, Yiming Liu


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