SII-zyj

SII-zyj

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SII-zyj

AI & ML interests

LLM, MLLM, AI4Science, RL

Recent Activity

authored a paper 11 days ago

Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory

authored a paper 11 days ago

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

authored a paper 11 days ago

Incentivizing Tool-augmented Thinking with Images for Medical Image Analysis

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Organizations

upvoted a paper 17 days ago

Evidence-Grounded AI for Musculoskeletal Care

Paper • 2607.12527 • Published 18 days ago • 17

upvoted a paper 18 days ago

Video-Oasis: Rethinking Evaluation of Video Understanding

Paper • 2603.29616 • Published about 1 month ago • 65

upvoted a paper 4 months ago

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping

Paper • 2604.11297 • Published Apr 13 • 144

upvoted a paper 7 months ago

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

Paper • 2601.06487 • Published Jan 10 • 54

upvoted a paper 8 months ago

Incentivizing Tool-augmented Thinking with Images for Medical Image Analysis

Paper • 2512.14157 • Published Dec 16, 2025 • 10

upvoted a paper about 1 year ago

Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs

Paper • 2506.16962 • Published Jun 20, 2025 • 10