Shufei Zhang

Multiphysics Bench: Benchmarking and Investigating Scientific Machine Learning for Multiphysics PDEs

CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics

SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy

Chem-R: Learning to Reason as a Chemist

ChemBOMAS: Accelerated Bayesian Optimization for Scientific Discovery in Chemistry with LLM-Enhanced Multi-Agent System

Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning

AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

Nature-Inspired Population-Based Evolution of Large Language Models

Dataset Distillers Are Good Label Denoisers In the Wild

Retro-R1: LLM-based Agentic Retrosynthesis

MAE-Pure: Semantic-Preserving Adversarial Purification

Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models