Binghui Li

Binghui Li

Peking University - Beijing / China
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 5282554
北京大学
person_outline Binghui Li's MOST POPULAR ARTICLES
1-) Why robust generalization in deep learning is difficult: Perspective of expressive power Advances in Neural Information Processing Systems 35, 4370-4384, 2022
2-) On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics 42th International Conference on Machine Learning (ICML 2025), 2025
3-) MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation The 48th International ACM SIGIR Conference on Research and Development in …, 2025
4-) Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks 2025 International Conference on Learning Representations (ICLR 2025), 2024
5-) Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data 2025 International Conference on Learning Representations (ICLR 2025), 2024