Fu, Hengyu

4 publications

ICLR 2026 Neural Networks Learn Generic Multi-Index Models near Information-Theoretic Limit Bohan Zhang, Zihao Wang, Hengyu Fu, Jason D. Lee

ICLR 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data Hengyu Fu, Zehao Dou, Jiawei Guo, Mengdi Wang, Minshuo Chen

ICLR 2025 Learning Hierarchical Polynomials of Multiple Nonlinear Features Hengyu Fu, Zihao Wang, Eshaan Nichani, Jason D. Lee

NeurIPS 2023 What Can a Single Attention Layer Learn? a Study Through the Random Features Lens Hengyu Fu, Tianyu Guo, Yu Bai, Song Mei