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Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning


Jul 23, 2021
Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson

* 5 pages, 4 figures, accepted in 22nd IEEE international workshop on signal processing advances in wireless communications (SPAWC 2021) 

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SPSA-Based Successive Beamforming for Mobile Satellite Receivers with Phased Arrays


Apr 19, 2021
Zheng Chen, Håkan Johansson

* 5 pages, 3 figures, submitted for possible publication 

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Consensus-Based Distributed Computation of Link-Based Network Metrics


Jan 04, 2021
Zheng Chen, Erik G. Larsson

* 5 pages, 2 figures, accepted for publication in IEEE Signal Processing Letters 

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SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving


Nov 01, 2020
Ming Zhou, Jun Luo, Julian Villella, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Aurora Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Dong Chen, Zhengbang Zhu, Nhat Nguyen, Mohamed Elsayed, Kun Shao, Sanjeevan Ahilan, Baokuan Zhang, Jiannan Wu, Zhengang Fu, Kasra Rezaee, Peyman Yadmellat, Mohsen Rohani, Nicolas Perez Nieves, Yihan Ni, Seyedershad Banijamali, Alexander Cowen Rivers, Zheng Tian, Daniel Palenicek, Haitham bou Ammar, Hongbo Zhang, Wulong Liu, Jianye Hao, Jun Wang

* 20 pages, 11 figures. Paper accepted to CoRL 2020 

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Hybrid Ranking Network for Text-to-SQL


Aug 11, 2020
Qin Lyu, Kaushik Chakrabarti, Shobhit Hathi, Souvik Kundu, Jianwen Zhang, Zheng Chen


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Neural Stochastic Block Model & Scalable Community-Based Graph Learning


May 16, 2020
Zheng Chen, Xinli Yu, Yuan Ling, Xiaohua Hu


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Pre-Training for Query Rewriting in A Spoken Language Understanding System


Feb 13, 2020
Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo


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Creating Navigable Space from Sparse Noisy Map Points


Mar 04, 2019
Zheng Chen, Lantao Liu


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Large-Scale Joint Topic, Sentiment & User Preference Analysis for Online Reviews


Jan 14, 2019
Xinli Yu, Zheng Chen, Wei-Shih Yang, Xiaohua Hu, Erjia Yan


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Correlated Anomaly Detection from Large Streaming Data


Jan 14, 2019
Zheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan


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Fast Botnet Detection From Streaming Logs Using Online Lanczos Method


Dec 19, 2018
Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan


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Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews


Dec 19, 2018
Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu

* Asian Conference on Machine Learning. 2016 

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Detecting and Explaining Causes From Text For a Time Series Event


Jul 27, 2017
Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard Hovy

* Accepted at EMNLP 2017 

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