publications

2024

  1. AI-in-the-Loop
    Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis
    Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M Padilla, Jeffrey Caterino, Ping Zhang, and Dakuo Wang
    In Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (CHI’24), 2024

2023

  1. ZSC
    Quantifying Zero-shot Coordination Capability with Behavior Preferring Partners
    Xihuai WangShao Zhang, Wenhao Zhang, Wentao Dong, Jingxiao Chen, Ying Wen, and Weinan Zhang
    Preprint Under Review, 2023
  2. LLM
    Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model
    Ziqi Yang, Xuhai Xu, Bingsheng Yao, Shao Zhang, Ethan Rogers, Stephen Intille, Nawar Shara, and Dakuo Wang
    arXiv preprint arXiv:2309.09357, 2023
  3. ZSC
    Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination
    Yang Li*Shao Zhang*, Jichen Sun, Wenhao Zhang, Yali Du, Ying Wen, Xinbing Wang, and Wei Pan
    Preprint Under Review, 2023
  4. ZSC
    Cooperative Open-ended Learning Framework for Zero-Shot Coordination
    Yang Li*Shao Zhang*, Jichen Sun, Yali Du, Ying Wen, Xinbing Wang, and Wei Pan
    Proceedings of the 40th International Conference on Machine Learning(ICML2023), 2023
  5. AI-in-the-Loop
    GeoDeepShovel: A platform for building scientific database from geoscience literature with AI assistance
    Shao ZhangHui XuYuting JiaYing WenDakuo Wang, Luoyi Fu, Xinbing Wang, and Chenghu Zhou
    Geoscience Data Journal, 2023

2022

  1. AI-in-the-Loop
    KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction
    Shao ZhangYuting JiaHui XuDakuo WangToby Jia-Jun LiYing Wen, Xinbing Wang, and Chenghu Zhou
    arXiv preprint arXiv:2210.02830, 2022
  2. Convex Approximation
    Investigating the geometric structure of neural activation spaces with convex hull approximations
    Yuting JiaShao Zhang, Haiwen Wang, Ying Wen, Luoyi Fu, Huan Long, Xinbing Wang, and Chenghu Zhou
    Neurocomputing, 2022
  3. AI-in-the-Loop
    DeepShovel: An Online Collaborative Platform for Data Extraction in Geoscience Literature with AI Assistance
    Shao ZhangYuting JiaHui XuYing WenDakuo Wang, and Xinbing Wang
    arXiv preprint arXiv:2202.10163, 2022

2019

  1. Data Visualization
    Keyword Analysis Visualization for Chinese Historical Texts
    Jihui Zeng, Beibei Zhan, Shao Zhang, Jiajun Bie, and Sheng Xiao
    In Proceedings of the 12th International Symposium on Visual Information Communication and Interaction, 2019