Ying Nian Wu

5 papers University of California, Los Angeles

• Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
• MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
• Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
• Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning
• SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning