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Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes


Sep 21, 2022
Junwei Ma, Bo Li, Qingchun Li, Chao Fan, Ali Mostafavi


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Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning


Sep 19, 2022
Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng

* 15 pages, 8 figures 

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Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability


Sep 16, 2022
Mengdi Xu, Zuxin Liu, Peide Huang, Wenhao Ding, Zhepeng Cen, Bo Li, Ding Zhao

* 36 pages, 5 figures 

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Graph Contrastive Learning with Personalized Augmentation


Sep 15, 2022
Xin Zhang, Qiaoyu Tan, Xiao Huang, Bo Li


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Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification


Sep 13, 2022
Chao Zhang, Bo Li, Tara Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-yiin Chang, Parisa Haghani


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CARE: Certifiably Robust Learning with Reasoning via Variational Inference


Sep 12, 2022
Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li


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Uncovering the Connection Between Differential Privacy and Certified Robustness of Federated Learning against Poisoning Attacks


Sep 08, 2022
Chulin Xie, Yunhui Long, Pin-Yu Chen, Bo Li


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Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions


Sep 08, 2022
Chulin Xie, Zhong Cao, Yunhui Long, Diange Yang, Ding Zhao, Bo Li


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Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles


Sep 04, 2022
Ayoosh Bansal, Simon Yu, Hunmin Kim, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha


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Verifiable Obstacle Detection


Aug 30, 2022
Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

* Accepted at ISSRE 2022 

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