🔥 News

• [Feb 2026] New preprint: How Vision Becomes Language: A Layer-wise Information-Theoretic Analysis of Multimodal Reasoning. [arXiv]
• [Nov 2025] Continuous-Time Attention accepted to EMNLP 2025 (Main). [PDF]
• [Sep 2025] Preprint: Where to Add PDE Diffusion in Transformers. [arXiv]
• [Aug 2024] Preprint: Understanding Transformer Architecture through Continuous Dynamics: A Partial Differential Equation Perspective. [arXiv]