Binghui Zhang

According to our database, Binghui Zhang authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Theoretically Understanding Data Reconstruction Leakage in Federated Learning.

Binghui Zhang, Zifan Wang, Meng Pang, Yuan Hong, Binghui Wang

Trans. Mach. Learn. Res., 2026

2025

Application of the GM(1,1) Model in Predicting the Cohesion of Laterite Soil Under Dry-Wet Cycles with Temporal Translational Symmetry.

Binghui Zhang, Ningshuan Jiang, Jiankun Hu, Yanhua Xie, Jicheng Xu, Donghua Han, Yuxin Liu

Symmetry, 2025

FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning.

Binghui Zhang, Luis Mares De La Cruz, Binghui Wang

Proceedings of the 2025 IEEE Security and Privacy, 2025

Learning Robust and Privacy-Preserving Representations via Information Theory.

Binghui Zhang, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective.

Zifan Wang, Binghui Zhang, Meng Pang, Yuan Hong, Binghui Wang

CoRR, 2024

Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks.

Sayedeh Leila Noorbakhsh, Binghui Zhang, Yuan Hong, Binghui Wang

Proceedings of the 33rd USENIX Security Symposium, 2024