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Mingyan Liu

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*co-first authors

Federated Learning with Reduced Information Leakage and Computation

Oct 10, 2023
Tongxin Yin, Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu

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Fair Classifiers that Abstain without Harm

Oct 09, 2023
Tongxin Yin, Jean-François Ton, Ruocheng Guo, Yuanshun Yao, Mingyan Liu, Yang Liu

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Professional Basketball Player Behavior Synthesis via Planning with Diffusion

Jun 10, 2023
Xiusi Chen, Wei-Yao Wang, Ziniu Hu, Curtis Chou, Lam Hoang, Kun Jin, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang

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Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts

May 08, 2023
Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu, Mingyan Liu

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Long-Term Fairness with Unknown Dynamics

Apr 19, 2023
Tongxin Yin, Reilly Raab, Mingyan Liu, Yang Liu

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DensePure: Understanding Diffusion Models towards Adversarial Robustness

Nov 01, 2022
Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song

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Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks

Jun 17, 2021
Yulong Cao*, Ningfei Wang*, Chaowei Xiao*, Dawei Yang*, Jin Fang, Ruigang Yang, Qi Alfred Chen, Mingyan Liu, Bo Li

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How Do Fair Decisions Fare in Long-term Qualification?

Oct 21, 2020
Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang, Cheng Zhang

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Fairness in Learning-Based Sequential Decision Algorithms: A Survey

Jan 14, 2020
Xueru Zhang, Mingyan Liu

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Recycled ADMM: Improving the Privacy and Accuracy of Distributed Algorithms

Oct 08, 2019
Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu

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