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Zhiyuan Yao

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• EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
• VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation
• RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction
• Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory