Sotabase

Career

· URAP Student Researcher, UC Berkeley Space Sciences Laboratory2023–

Publications (7)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents
International Conference on Learning Representations · 2023
494
cited
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Conference on Empirical Methods in Natural Language Processing · 2024
12
cited
Improving LLM Interpretability and Performance via Guided Embedding Refinement for Sequential Recommendation
arXiv.org · 2025
2
cited
ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks
2
cited
Controllable Coupled Image Generation via Diffusion Models
arXiv.org · 2025
Evaluate, Scale, and Credit: A Comprehensive Study on Multi-Agent Collaboration of Large Language Models
S-Agent: an Agent Collaborative Framework Inspired by the Scientific Methodology
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Chenfei Yuan | Researcher Profile | Sotabase | Sotabase