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Joey Tianyi Zhou

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

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Apr 22, 2025
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Learning to Be A Doctor: Searching for Effective Medical Agent Architectures

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Apr 15, 2025
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DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models

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Mar 06, 2025
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LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading Arena

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Feb 25, 2025
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Dark Distillation: Backdooring Distilled Datasets without Accessing Raw Data

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Feb 06, 2025
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KPL: Training-Free Medical Knowledge Mining of Vision-Language Models

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Jan 20, 2025
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MedCoT: Medical Chain of Thought via Hierarchical Expert

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Dec 18, 2024
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PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction

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Dec 10, 2024
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Video Set Distillation: Information Diversification and Temporal Densification

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Nov 28, 2024
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The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection

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Oct 12, 2024
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