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Yankai Chen

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• Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
• A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents
• AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
• ConSurv: Multimodal Continual Learning for Survival Analysis
• S$^2$Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening
• Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
• FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
• LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?