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Learning from a Learning User for Optimal Recommendations


Feb 03, 2022
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu


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Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms


Nov 10, 2021
Jibang Wu, Haifeng Xu, Fan Yao


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DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories


Nov 08, 2021
Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao, Deliang Fan


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Learning the Optimal Recommendation from Explorative Users


Oct 06, 2021
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu


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RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy


Mar 22, 2021
Adnan Siraj Rakin, Li Yang, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Yu Cao, Jae-sun Seo, Deliang Fan


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Reversible Action Design for Combinatorial Optimization with Reinforcement Learning


Feb 14, 2021
Fan Yao, Renqin Cai, Hongning Wang


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PAC-Learning for Strategic Classification


Dec 08, 2020
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao


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T-BFA: Targeted Bit-Flip Adversarial Weight Attack


Jul 24, 2020
Adnan Siraj Rakin, Zhezhi He, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Deliang Fan


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DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips


Mar 30, 2020
Fan Yao, Adnan Siraj Rakin, Deliang Fan


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Greedy Step Averaging: A parameter-free stochastic optimization method


Nov 11, 2016
Xiatian Zhang, Fan Yao, Yongjun Tian

* 23 pages, 24 figures 

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