Implicit Detection of Motor Impairment in Parkinson's Disease from Everyday Smartphone Interactions. - Jing Gao; Feng Tian 001; Junjun Fan; Dakuo Wang; Xiangmin Fan; Yicheng Zhu; Shuai Ma 005; Jin Huang 009; Hongan Wang (CHI Extended Abstracts, 2018)

mirrorU: Scaffolding Emotional Reflection via In-Situ Assessment and Interactive Feedback. - Liuping Wang; Xiangmin Fan; Feng Tian 001; Lingjia Deng; Shuai Ma 005; Jin Huang 009; Hongan Wang (CHI Extended Abstracts, 2018)

SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network. - Shuai Ma 005; Zijun Wei; Feng Tian 001; Xiangmin Fan; Jianming Zhang 001; Xiaohui Shen; Zhe Lin 001; Jin Huang 009; Radomír Mech; Dimitris Samaras; Hongan Wang (CHI, 2019)

What Did I Miss? - Qian Zhu 010; Shuai Ma 005 (UIST (Adjunct Volume), 2019)

Pre-screen: Assisting Material Screening in Early-stage of Video Editing. - Qian Zhu 010; Shuai Ma 005; Cuixia Ma (UIST (Adjunct Volume), 2019)

CASS: Towards Building a Social-Support Chatbot for Online Health Community. - Liuping Wang; Dakuo Wang; Feng Tian 001; Zhenhui Peng; Xiangmin Fan; Zhan Zhang 008; Shuai Ma 005; Mo Yu; Xiaojuan Ma; Hongan Wang (CoRR, 2021)

Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online Classes. - Shuai Ma 005; Taichang Zhou; Fei Nie; Xiaojuan Ma (CHI, 2022)

Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making. - Shuai Ma 005; Ying Lei; Xinru Wang; Chengbo Zheng; Chuhan Shi; Ming Yin 001; Xiaojuan Ma (CHI, 2023)

RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning. - Chuhan Shi; Yicheng Hu; Shenan Wang; Shuai Ma 005; Chengbo Zheng; Xiaojuan Ma; Qiong Luo 001 (CHI, 2023)

Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making. - Chengbo Zheng; Yuheng Wu 004; Chuhan Shi; Shuai Ma 005; Jiehui Luo; Xiaojuan Ma (CHI, 2023)

Modeling Adaptive Expression of Robot Learning Engagement and Exploring Its Effects on Human Teachers. - Shuai Ma 005; Mingfei Sun 001; Xiaojuan Ma (ACM Trans. Comput. Hum. Interact., 2023)

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design. - Qian Zhu 010; Dakuo Wang; Shuai Ma 005; April Yi Wang; Zixin Chen; Udayan Khurana; Xiaojuan Ma (Conference on Designing Interactive Systems, 2024)

Unpacking ICT-supported Social Connections and Support of Late-life Migration: From the Lens of Social Convoys. - Ying Lei; Shuai Ma 005; Yuling Sun (CHI, 2024)

"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making. - Shuai Ma 005; Xinru Wang; Ying Lei; Chuhan Shi; Ming Yin 001; Xiaojuan Ma (CHI, 2024)

Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students. - Chengbo Zheng; Kangyu Yuan; Bingcan Guo; Reza Hadi Mogavi; Zhenhui Peng; Shuai Ma 005; Xiaojuan Ma (CHI, 2024)

SelfGauge: An Intelligent Tool to Support Student Self-assessment in GenAI-enhanced Project-based Learning. - Chengbo Zheng; Zeyu Huang; Shuai Ma 005; Xiaojuan Ma (UIST (Adjunct Volume), 2024)

Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making. - Shuai Ma 005; Chenyi Zhang; Xinru Wang; Xiaojuan Ma; Ming Yin 001 (CoRR, 2024)

"AI Afterlife" as Digital Legacy: Perceptions, Expectations, and Concerns. - Ying Lei; Shuai Ma 005; Yuling Sun; Xiaojuan Ma (CHI, 2025)

Scaffolded Turns and Logical Conversations: Designing Humanized LLM-Powered Conversational Agents for Hospital Admission Interviews. - Dingdong Liu; Yujing Zhang; Bolin Zhao; Shuai Ma 005; Chuhan Shi; Xiaojuan Ma (CHI, 2025)

Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. - Hanfang Lyu; Xiaoyu Wang; Nandi Zhang; Shuai Ma 005; Qian Zhu 010; Yuhan Luo 002; Fugee Tsung; Xiaojuan Ma (CHI, 2025)

Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making. - Shuai Ma 005; Qiaoyi Chen; Xinru Wang; Chengbo Zheng; Zhenhui Peng; Ming Yin 001; Xiaojuan Ma (CHI, 2025)

DBox: Scaffolding Algorithmic Programming Learning through Learner-LLM Co-Decomposition. - Shuai Ma 005; Junling Wang 001; Yuanhao Zhang; Xiaojuan Ma; April Yi Wang (CHI, 2025)

Decoding Cognitive Load: Eye-Tracking Insights into Working Memory and Visual Attention. - Xiaofu Jin; Yunpeng Bai; Lina Xu; Shuai Ma 005; Danqing Shi; Luwen Yu; Mingming Fan 001 (ETRA, 2025)

When Traditional Medicine Meets AI: Critical Considerations for AI-Empowered Clinical Support in Traditional Medicine. - Yuling Sun; Wenjing Yue; Xiaofu Jin; Shuai Ma 005; Xiaojuan Ma; Xiaoling Wang 004 (Proc. ACM Hum. Comput. Interact., 2025)

Adaptive Human-Agent Teaming: A Review of Empirical Studies from the Process Dynamics Perspective. - Mengyao Wang; Jiayun Wu; Shuai Ma 005; Nuo Li; Peng Zhang 060; Ning Gu 001; Tun Lu (CoRR, 2025)

Echoes of Norms: Investigating Counterspeech Bots' Influence on Bystanders in Online Communities. - Mengyao Wang; Shuai Ma 005; Nuo Li; Peng Zhang 060; Chenxin Li; Ning Gu 001; Tun Lu (CHI, 2026)

PriorWeaver: Prior Elicitation via Iterative Dataset Construction. - Yuwei Xiao; Shuai Ma 005; Antti Oulasvirta; Eunice Jun (CHI, 2026)

"Shall We Dig Deeper?": Designing and Evaluating Strategies for LLM Agents to Advance Knowledge Co-Construction in Asynchronous Online Discussions. - Yuanhao Zhang; Wenbo Li; Xiaoyu Wang; Kangyu Yuan; Shuai Ma 005; Xiaojuan Ma (CHI, 2026)

Adaptive Prompt Elicitation for Text-to-Image Generation. - Xinyi Wen; Lena Hegemann; Xiaofu Jin; Shuai Ma 005; Antti Oulasvirta (IUI, 2026)