Bio

Hi, my name is Yunpeng Xiao (肖云鹏). I am a fourth-year Ph.D. student at Emory University, advised by Prof. Kai Shu. Before joining Emory University, I obtained my M.S. in Computer Science from the University of Chinese Academy of Sciences and my B.S. in Applied Biosciences from Zhejiang University.

My research interests are Social Computing and LLM reasoning. I enjoy talking with people to get new ideas, so please feel free to contact me by Email.

Publications

• Decisions by Discrimination: Differential Evidence for Medical Reasoning.
  Yunpeng Xiao, Yuzhang Xie, Juhao Huang, Carl Yang, Xiao Hu and Kai Shu.
  AACL 2026 (main)

• Understanding and Tackling Label Errors in Individual-Level Nature Language Understanding.
  Yunpeng Xiao, Kyrie Zhixuan Zhou, Youpeng Zhao, Kai Shu.
  ASONAM 2026 Best Paper Reward [Arxiv] [Datasets]

• Semi-supervised Segmentation of Mitochondria from Electron Microscopy Images using Spatial Continuity.
  Yunpeng Xiao, Youpeng Zhao, Ge Yang.
  IEEE International Symposium on Biomedical Imaging (ISBI) 2022 Poster. [Arxiv] [Codes]

• “Centralized or Decentralized?”: Concerns and Value Judgments of Stakeholders in the Non-Fungible Tokens (NFTs) Market.
  Yunpeng Xiao, Bufan Deng, Siqi Chen, Kyrie Zhou, Luyao Zhang, RAY LC, Xin Tong.
  Accepted to The 27th ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW) 2024. [Arxiv]