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Author

Ji-Meng Sun

3 papers indexed here

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Book Open access Aug 2026

The Second Workshop on SciSoc Agents & LLMs: Agentic AI for Scientific and Societal Advances

The Second Workshop on SciSoc Agents & LLMs: Agentic AI for Scientific and Societal Advances aims to explore the emerging paradigm of agentic artificial intelligence, where Large Language Models (LLMs) are combined with autonomous agents, tools, memory, and multi-step reasoning to drive scientific discovery and address...

Jia-Yuan Ding, Wei Jin, Carl Yang et al. · 0 citations
#natural language process... Preprint Sep 2026

TrialAtlas: Multi-Agent Research Organization for Clinical Trial Design and Optimization

TrialAtlas is introduced, a memory-augmented multi-agent research organization for CDP that mirrors this collaborative process by coordinating specialized agents for literature synthesis, competitive trial intelligence, regulatory precedent analysis, and integrated reasoning over trial design and development risk.

Jia-Cheng Lin, Zifeng Wang, Zheng Chen et al. · 0 citations
#artificial intelligence Review Sep 2026

Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment

TrialGPT 2.0 is presented, an AI-assisted clinical trial recommendation system designed for real-world deployment that improves clinician efficiency and identifying frequently overlooked trial opportunities, ultimately helping to expand and accelerate accrual to cancer trials.

Yin Fang, Qiao Jin, Shubo Tian et al. · 0 citations

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