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Zhenfei Yin

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• SocioVerse2: A Longitudinal Dynamic Social Simulation Framework under a Human-AI Co-evolutionary Paradigm
• JEPA-Anything: Learning Predictive Models across Different Worlds
• ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments
• ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
• MA-VLA: Multi-Arm Vision-Language-Action Model for Collaboration and Compositional Generalization
• Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses
• Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
• PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents
• Exploratory, Communicative, and Deployable: Vision-Driven Embodied Agents for Open-World Mobile Manipulation
• Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
• Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents
• Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge