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Julian McAuley

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• On-Policy Self-Distillation in Diffusion Models
• Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
• Reliable and Responsible Foundation Models: A Comprehensive Survey
• FASA: Frequency-aware Sparse Attention
• A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents
• CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning
• Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
• On Generalization in Agentic Tool Calling: CoreThink Agentic Reasoner and MAVEN Dataset