Yuchen Zhuang

MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science

CellForge: Agentic Design of Virtual Cell Models

MLE-Smith: Scaling MLE Tasks with Automated Multi-agent Pipeline

Towards Better Instruction Following Retrieval Models

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards

AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play

Efficient Evolutionary Search Over Chemical Space with Large Language Models

AmorLIP: Efficient Language-Image Pretraining via Amortization

Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration

Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs

Martryoshka: Learning to Drive Black-Box LLMs with LLMs