2 papers
cs.LG2026
The Triangle of Similarity: A Multi-Faceted Framework for Comparing Neural Network Representations
Olha Sirikova, Alvin Chan
Comparing neural network representations is essential for understanding and validating models in scientific applications. Existing methods, however, often provide a limited view. W…
cs.CL2025
How to Make Large Language Models Generate 100% Valid Molecules?
Wen Tao, Jing Tang, Alvin Chan +5
Molecule generation is key to drug discovery and materials science, enabling the design of novel compounds with specific properties. Large language models (LLMs) can learn to perfo…