Shuo Tang

Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning

InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents

Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains

ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair

Self-Evolving Multi-Agent Collaboration Networks for Software Development

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation

MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems