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SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles



Chejian Xu , Wenhao Ding , Weijie Lyu , Zuxin Liu , Shuai Wang , Yihan He , Hanjiang Hu , Ding Zhao , Bo Li


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Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration



Peixi Liu , Guangxu Zhu , Shuai Wang , Wei Jiang , Wu Luo , H. Vincent Poor , Shuguang Cui

* 13 pages, submitted to IEEE for possible publication 

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Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification



Shuai Wang , Chengyang Li , Qi Hao , Chengzhong Xu , Derrick Wing Kwan Ng , Yonina C. Eldar , H. Vincent Poor

* 9 pages, 5 figures, submitted to IEEE for possible publication 

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Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees



Banghua Zhu , Lun Wang , Qi Pang , Shuai Wang , Jiantao Jiao , Dawn Song , Michael I. Jordan


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Low-complexity Beam Selection algorithms based on SVD for MmWave Massive MIMO Systems



Jinxing Yang , Jihong Yu , Shuai Wang , Hao Liu


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To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers



Hang Li , Shuai Wang , Shengyao Zhuang , Ahmed Mourad , Xueguang Ma , Jimmy Lin , Guido Zuccon

* Short research paper, accepted at SIGIR2022 

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Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods



Zongze Li , Shuai Wang , Qingfeng Lin , Yang Li , Miaowen Wen , Yik-Chung Wu , H. Vincent Poor


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Federated Stochastic Primal-dual Learning with Differential Privacy



Yiwei Li , Shuai Wang , Tsung-Hui Chang , Chong-Yung Chi

* 18 pages, 6 figures 

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From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search



Shuai Wang , Harrisen Scells , Justin Clark , Bevan Koopman , Guido Zuccon

* Accepted and To be appeared in SIGIR 2022 proceeding 

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Accelerating Federated Edge Learning via Topology Optimization



Shanfeng Huang , Zezhong Zhang , Shuai Wang , Rui Wang , Kaibin Huang

* 15 pages, accepted by IEEE IoTJ for publication 

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