人机交互、人机混合智能、人机协同、以人为中心的AI、Agentic UI

目前团队正在招收对 Human-AI Collaboration、Human-Centered AI、Human-Agent Interaction 与 Agentic UI 感兴趣的硕士生、博士生、实习生、RA 与博士后。我们关注如何构建真正“懂人、会协作”的 AI，包括人机协同、用户建模、信任校准、可解释性 等方向。课题组强调高自由度与国际化研究氛围，鼓励开展具有原创性的 HCI 与 AI 交叉研究，并支持学生参与 CHI、ACL、EMNLP、ICML、NeurIPS、CSCW、UIST、IUI、TOCHI 等国际顶级会议与期刊投稿。欢迎对科研有热情、具备主动性与探索精神的同学加入，一起推动下一代协作式 AI 系统的发展。申请请发送 CV 至 mashuai@iscas.ac.cn

081203-计算机应用技术

人机交互，以人为中心的人工智能，人机协同

2020-09--2024-08   香港科技大学   博士
2017-09--2020-06   中国科学院大学   硕士
2013-09--2017-06   哈尔滨工业大学   本科

2026-01~现在, 中国科学院软件研究所, 副研究员
2024-09~2025-12,Aalto University, 博士后研究员
2023-11~2024-01,ETH Zurich, 访问学者

2026-01-01-2026-03-01,ACM CHI 2026 Award Committee, Committee member
2025-09-30-2026-03-31,ACM CHI 2026 Program Subcommittee, Associate Chair
2024-09-30-2025-03-31,ACM CHI 2025 Program Subcommittee, Associate Chair

   

（1） ACM CHI 2025最佳论文提名奖, 其他, 2025
（2） ACM CHI 2025最佳论文提名奖, 其他, 2025
（3） ACM CHI 2025最佳论文提名奖, 其他, 2025
（4） GBA HCI Forum Pre-CHI 2024最佳论文奖, 其他, 2024
（5） ACM CHI 2019最佳论文提名奖, 其他, 2019

（ 1 ） 一种日常环境中的目标用户步态识别系统及方法, 专利授权, 2019, 第 5 作者, 专利号: CN109815858A

   

（1） Adaptive Prompt Elicitation for Text-to-Image Generation, Proceedings of the 31st International Conference on Intelligent User Interfaces, 2026, 第 4 作者
（2） PriorWeaver: Prior Elicitation via Iterative Dataset Construction, PROCEEDINGS OF THE 2026 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2026, 2026, 第 2 作者
（3） Echoes of Norms: Investigating Counterspeech Bots' Influence on Bystanders in Online Communities, PROCEEDINGS OF THE 2026 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2026, 2026, 第 2 作者
（4） "Shall We Dig Deeper?": Designing and Evaluating Strategies for LLM Agents to Advance Knowledge Co-Construction in Asynchronous Online Discussions, PROCEEDINGS OF THE 2026 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2026, 2026, 第 5 作者
（5） "AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns, PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025, 2025, 第 2 作者  通讯作者
（6） Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations, PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025, 2025, 第 4 作者
（7） DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition, PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025, 2025, 第 1 作者
（8） Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews, PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025, 2025, 第 4 作者
（9） Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making, PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025, 2025, 第 1 作者
（10） When Traditional Medicine Meets AI: Critical Considerations for AI-Empowered Clinical Support in Traditional Medicine, Proc. ACM Hum.-Comput. Interact., Vol. 9, No. 7, Article CSCW524, 2025, 第 4 作者
（11） Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students, PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS (CHI 2024), 2024, 第 6 作者
（12） Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design, Proceedings of the 2024 ACM Designing Interactive Systems Conference, 2024, 第 3 作者
（13） Unpacking ICT-supported Social Connections and Support of Late-life Migration: From the Lens of Social Convoys, PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS (CHI 2024), 2024, 第 2 作者
（14） "Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making, PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS (CHI 2024), 2024, 第 1 作者
（15） SelfGauge: An Intelligent Tool to Support Student Self-assessment in GenAI-enhanced Project-based Learning, PROCEEDINGS OF THE 37TH ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, UIST ADJUNCT 2024, 2024, 第 3 作者
（16） Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making, PROCEEDINGS OF THE 2023 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2023, 2023, 第 1 作者
（17） Modeling Adaptive Expression of Robot Learning Engagement and Exploring Its Effects on Human Teachers, ACM TRANSACTIONS ON COMPUTER-HUMAN INTERACTION, 2023, 第 1 作者
（18） Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making, PROCEEDINGS OF THE 2023 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2023), 2023, 第 4 作者
（19） Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes, PROCEEDINGS OF THE 2022 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI' 22), 2022, 第 1 作者
（20） CASS: Towards Building a Social-Support Chatbot for Online Health Community, ACM CSCW, 2021, 第 7 作者
（21） SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network, CHI 2019: PROCEEDINGS OF THE 2019 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2019, 第 1 作者