Tongxin Yin

According to our database, Tongxin Yin authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Learning with Reduced Information Leakage and Computation.

Tongxin Yin, Xuwei Tan, Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu

Trans. Mach. Learn. Res., 2024

Fair Classifiers that Abstain without Harm.

Tongxin Yin, Jean-Francois Ton, Ruocheng Guo, Yuanshun Yao, Mingyan Liu, Yang Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Leveraging the Physical Layer for Differential Privacy in Over-the-Air Federated Learning.

Jiayu Mao, Tongxin Yin, Aylin Yener, Mingyan Liu

Proceedings of the IEEE International Conference on Communications, 2024

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

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deterrence, Backup, or Insurance: Game-Theoretic Modeling of Ransomware.

Tongxin Yin, Armin Sarabi, Mingyan Liu

Games, 2023

Federated Learning with Reduced Information Leakage and Computation.

Tongxin Yin, Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu

CoRR, 2023

Long-Term Fairness with Unknown Dynamics.

Tongxin Yin, Reilly Raab, Mingyan Liu, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An LLM-based Framework for Fingerprinting Internet-connected Devices.

Armin Sarabi, Tongxin Yin, Mingyan Liu

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

2021

Network Games with Strategic Machine Learning.

Kun Jin, Tongxin Yin, Charles A. Kamhoua, Mingyan Liu

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021