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Zizhan Ma

7 papers hereh-index 5181 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL5
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA Survey of LLM-based Agents in Medicine: How far are we from Baymax?

11 citations · 17 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CL2026

MedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education

Qian Wu, Xinrong Zhou, Zizhan Ma +8

Large Language Models (LLMs) show promise for medical education, but most existing systems focus on localized interactions such as question answering or single-turn feedback, rathe…

cs.LG2026

CORA: Conformal Risk-Controlled Agents for Safeguarded Mobile GUI Automation

Yushi Feng, Junye Du, Qifan Wang +5

Graphical user interface (GUI) agents powered by vision language models (VLMs) are rapidly moving from passive assistance to autonomous operation. However, this unrestricted action…

cs.AI2026

Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions

Yue Xu, Qian Chen, Zizhan Ma +5

Large language models have enabled agentic systems that reason, plan, and interact with tools and environments to accomplish complex tasks. As these agents operate over extended in…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.