付心仪博士于2018年在清华大学美术学院获设计学博士学位，2012年于清华大学计算机科学技术系获学士学位。她曾是清华大学美术学院博士后(2018-2022)，现任清华大学未来实验室副研究员。她的主要研究方向是具身情感智能，聚焦人的情感如何参与并调控具身智能体的认知、决策与交互过程，探究真实交互场景中人的情感状态与具身智能体认知—决策—交互过程的动态耦合机制与演化规律，研究成果在具身智能、智能家居、智能座舱、智慧康养、智慧教室与具身电影等场景落地应用。
付心仪博士是CCF高级会员、CSIG高级会员、CCF普适计算专业委员会执行委员、CCF人机交互专业委员会执行委员、CSIG数码艺术专委会委员、CSIG情感计算与理解专业委员会委员、ICACHI世界华人华侨人机交互协会理事、北京市科协学科交叉与设计创新决策咨询专家团队青年研究员，担任ACM CHI/ IEEE ISMAR 等国际会议的组织委员会委员或程序委员会委员（Organizing Committee or Program Committee)、Immersive Technologies副主编、以及领域内多个重要期刊和会议审稿人。她带领团队在人机交互、人工智能领域会议和期刊上发表论文50余篇，申请发明专利20余项，成果2次获人机交互顶会IMWUT/Ubicomp（CCF-A类）最佳海报奖（Best Poster Award，前2.9%）、世界华人华侨人机交互协会（ICACHI）特别贡献奖等。研究成果被CCTV等媒体报道，其中CCTV-9《未来中国时》栏目将团队智能家居成果作为“十四五”规划影响下中国未来家居智能发展的典型案例进行了报道，形成了广泛的社会影响。
付心仪博士负责或参与多项国家级或企业联合研究课题：
基于多模态学习行为分析的青少年心理健康风险预测机制研究（国家自然科学基金青年科学基金项目（C类），主持）
面向基层养老服务体系的老年人心理异常快速识别与联动响应机制研究（清华大学自主科研项目，主持)
基于大模型的低隐私主动识人智能感知关键技术研究（企事业单位委托项目，主持）
基于融合感知的老年长期行为-心理监测与异常预警研究（北京市自然科学基金青年项目，主持）
智能家居交互体验顶层设计（企事业单位委托项目，主持）
声学及无线电频率无线传感技术效能实地评估项目（企事业单位委托项目，主持）
基于虚拟现实的文化遗产数字化科普展示播研究（教育部人文社科青年项目，主持）
新型人工智能背景下的创新与社会发展新模式研究（北京市科学技术协会智库项目，主持）
5G+AR、VR技术的科幻产业高质量发展路径研究（北京市发展和改革委员会项目，主持)
面向未来个性化人居的智慧空间建构及设计研究（丰田联合研究基金，主持）
人居场景下的多模态情感计算理论与方法研究（清华大学自主科研计划，主持）
面向元宇宙的多源沉浸感知与多模态实时生成理论与方法研究（国家自然科学基金专项项目，骨干）
面向智能家居的多模态自然人机交互理论与方法研究（国家自然科学基金面上项目，骨干）
丝路文物数字化快捷采集方法及面向极端复杂环境的装备研发（国家重点研发计划，骨干）
雕塑、壁画类文化遗产的虚拟复原 (国家重点基础研究发展计划-973计划，骨干)
基于知识学习的文物色彩复原数字化理论与方法研究 (国家自然科学基金面上项目，骨干)
代表性论文：
Xingyu Zhou, He Zhang, Yu Han, Haichen Gao, Xinyi Fu*, and Shengdong Zhao. 2026. Wolfborn: Silent Emotional Catharsis and Empathy via Pseudo-Vocalized Embodiment. In Companion Publication of the 2026 ACM Designing Interactive Systems Conference (DIS '26 Companion). Association for Computing Machinery, New York, NY, USA, 604–607. https://doi.org/10.1145/3802974.3808033
何爽,杜佳琛,付心仪*.质性研究在智能家居用户研究中的价值与应用[J].装饰,2026,(03):30-37.DOI:10.16272/j.cnki.cn11-1392/j.2026.03.023.
He Zhang, Xinyang Li, Xingyu Zhou, and Xinyi Fu*. 2026. VR Calm Plus: Coupling a Squeezable Tangible Interaction with Immersive VR for Stress Regulation. In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26). Association for Computing Machinery, New York, NY, USA, Article 1568, 1–22. https://doi.org/10.1145/3772318.3790548
Shuang He, Yueyan Liu, Zixuan Wang, Xiao Xue, Xu Zhang, Lei Shi, and Xinyi Fu*. 2026. Designing with Tensions: Reframing Smart Home Ecosystem UX through In-the-Wild Evidence. In Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA '26). Association for Computing Machinery, New York, NY, USA, Article 225, 1–8. https://doi.org/10.1145/3772363.3798779
Wen Chen, Rongxi Chen, Shankai Chen, Huiyang Gong, Minghui Guo, Yingri Xu, Xintong Wu, and Xinyi Fu*. 2026. POIROT: Investigating Direct Tangible vs. Digitally Mediated Interaction and Attitude Moderation in Multi-party Murder Mystery Games. In Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction (HRI '26). Association for Computing Machinery, New York, NY, USA, 874–885. https://doi.org/10.1145/3757279.3788663
He Zhang, Yuewen Zhang, Bochen Li, Wen Chen, Yueyan Liu, Qianyao Xu, and Xinyi Fu*. 2026. AIoT Smart Home Automation Architecture: Autonomous Decision-Making Powered by Multimodal Large Language Models (MLLMs). In Companion Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI '26 Companion). Association for Computing Machinery, New York, NY, USA, 10–13. https://doi.org/10.1145/3742414.3794710
He Zhang and Xinyi Fu*. 2025. Zero-shot Emotion Annotation in Facial Images Using Large Multimodal Models: Benchmarking and Prospects for Multi-Class, Multi-Frame Approaches. In Proceedings of the 3rd International Workshop on Multimodal and Responsible Affective Computing (MRAC ’25), October 27–31, 2025, Dublin, Ireland. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3746270.3760233
Xinyi Fu#, Meng Li#, Xiaomeng Li, Wen Chen, Lening Yu, Zixin Chen, Shuting Wen, Yilin Li, Jiachen Du, Yun Wang*, Yingqing Xu*, and Yunbing Chen*. 2025. Emerging Computing Technology for Digital Culture Heritage Preservation and Inheritance: A Literature Review. IEEE Transactions on Computational Social Systems (2025), 1–38. DOI:https://doi.org/10.1109/TCSS.2025.3589324
Jiachen Du, Xinkai Zou, Liwen He, Shuzi Yin, Bingjie Gao, Wenjing Deng, Xinyi Fu, and Haipeng Mi*. 2026. Emotional Support Originating from Dialogue: Empowering Older Adults' Self-Tracking of Sleep-Related Daytime Factors. In Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp Companion '25). Association for Computing Machinery, New York, NY, USA, 70–74. https://doi.org/10.1145/3714394.3754418
Jiachen Du, Hanyu Huang, Xinkai Zou, Shuzi Yin, Bingjie Gao, and Xinyi Fu*. 2025. The Social Dynamics of Voice Cloning: Trust, Privacy, and Ethical Tensions When Sharing Your AI Voice Replica. In Companion Publication of the 2025 Conference on Computer-Supported Cooperative Work and Social Computing (CSCW Companion '25). Association for Computing Machinery, New York, NY, USA, 307–311. https://doi.org/10.1145/3715070.3749244
何爽,徐迎庆,付心仪*.智能厨房交互设计研究综述[J].建筑技艺(中英文),2025,31(02):25-33.DOI:10.19953/j.at.2025.02.006.
Xiao Xue, Shuang He, Keqi Chen, Ruoxin Qiao, Weitai Xu, Enyang Wang, Yaxuan Zhao, and Xinyi Fu*. 2025. When My Car Whispers Secrets to My Home: Envisioning the Opportunities and Challenges of Human-Vehicle-Home Integrated Ecosystems through Probes. In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25). Association for Computing Machinery, New York, NY, USA, Article 598, 1–12. https://doi.org/10.1145/3706599.3720252
Shuang He, Da Gao, Xingyu Zhou, Haoyu Dai, Shengyi Wang, Yingqing Xu, and Xinyi Fu*. 2025. BakeEase: Redefining Baking Experiences with AI-Powered Multimodal Systems. In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25). Association for Computing Machinery, New York, NY, USA, Article 90, 1–8. https://doi.org/10.1145/3706599.3720180
Cheng Xue, Zonglin Zuo, Xinran Jiang, and Xinyi Fu*. 2024. DogChat: A Pet-centered Smart Collar Prototype based on Large Language Models and Wechat. In Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '24). Association for Computing Machinery, New York, NY, USA, 162–166. https://doi.org/10.1145/3675094.3677606
He Zhang, Xinyang Li, Xinyi Fu*, Christine Qiu, Jiyuan Zhang, and John M. Carroll. 2024. Understanding Fear Responses and Coping Mechanisms in VR Horror Gaming: Insights From Semistructured Interviews. IEEE Transactions on Games 16, 4 (2024), 868–881. DOI:https://doi.org/10.1109/TG.2024.3403768
Xiao Xue, Xinyang Li, Boyang Jia, Jiachen Du, and Xinyi Fu*. 2024. Who Should Hold Control? Rethinking Empowerment in Home Automation among Cohabitants through the Lens of Co-Design. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 854, 1–19. https://doi.org/10.1145/3613904.3642866
Mengyu Chen, Shuang He, and Xinyi Fu*. 2024. A Case Study Exploring the Applicability of Heuristic Evaluation in Smart Home Systems. In Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA '24). Association for Computing Machinery, New York, NY, USA, Article 498, 1–7. https://doi.org/10.1145/3613905.3637131
He Zhang, Xinyang Li, Yuanxi Sun, Xinyi Fu*, Christine Qiu, and John M. Carroll. 2024. VRMN-bD: A Multi-modal Natural Behavior Dataset of Immersive Human Fear Responses in VR Stand-up Interactive Games. In 2024 IEEE Conference Virtual Reality and 3D User Interfaces (VR), 320–330. DOI:https://doi.org/10.1109/VR58804.2024.00054
Jiachen Du, Boyang Jia, and Xinyi Fu*. 2024. Space Brain: An AI Autonomous Spatial Decision System. In Artificial Intelligence, Springer Nature Singapore, Singapore, 61–67.
Tongxin Sun, Tongtong Jin, Yuru Huang, Meng Li, Yun Wang, Zhe Jia & Xinyi Fu*. (2023). Restoring Dunhuang Murals: Crafting Cultural Heritage Preservation Knowledge into Immersive Virtual Reality Experience Design. International Journal of Human–Computer Interaction, 40(8), 2019–2040. https://doi.org/10.1080/10447318.2023.2232976
付心仪, 张鹤, 薛程, 孙童心. 面向未来的智能家居前沿进展[J]. 科技导报, 2023, 41(8): 36-52; doi: 10.3981/j.issn.1000-7857.2023.08.004 （FU Xinyi, ZHANG He, XUE Cheng, SUN Tongxin. A review of the frontier research on future smart home. Science & Technology Review, 2023, 41(8): 36-52.）
肖虹,唐健凯,丘雨涵,付心仪*.隐私友好的步态数据采集与情绪识别方法[J].计算机辅助设计与图形学学报,2023,35(02):203-212. （Xiao Hong, Tang Jiankai, Qiu Christine, Fu Xinyi*. A Method of Privacy-Friendly Gait Date Acquisition and Emotion Recognition[J]. Journal of Computer-Aided Design & Computer Graphics, 2023, 35(2): 203-212. DOI: 10.3724/SP.J.1089.2023.20042）
Jie Liu, Dan Luo, Xinyi Fu, Qi Lu, and Karen Yixin Kang. 2022. Design Strategy of Multimodal Perception System for Smart Environment. In Internet of Things for Smart Environments. Springer, 93–115. https://doi.org/10.1007/978-3-031-09729-4_6
付心仪,张鹤,薛程,李欣洋,孙喆,徐迎庆*.智能家居综合实验平台设计研究与应用实践[J].包装工程,2022,43(16):50-58+108.DOI:10.19554/j.cnki.1001-3563.2022.16.005. （Xinyi Fu, He Zhang, Cheng Xue, Xinyang Li, Yingqing Xu. Design Research and Application Practice of Integrated Experimental Platform for Smart Home. Packaging Engineering, 2022,43(16):50-58, 108.）
Xinyi Fu, Cheng Xue, Qiuyi Yin, Yu Jiang, Ye Li, Yichen Cai and Weilin Sun. Gesture based fear recognition using non-performance dataset from VR horror games [C]//2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, 2021: 1-8
Xinyi Wang, Cheng Xue, Tongxin Sun, Jingyi Liu, and Xinyi Fu*. 2021. Mobile Screen-based User Interface Design Guideline for Panoramic VR in Shopping Scene. In Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction (MobileHCI '21). Association for Computing Machinery, New York, NY, USA, Article 34, 1–14. DOI:https://doi.org/10.1145/3447526.3472055
付心仪,李岩,孙志军,杜鹃,王凤平,徐迎庆*.敦煌莫高窟烟熏壁画的数字化色彩复原研究[J].敦煌研究,2021(01):137-147.（FU Xinyi，LI Yan, SUN Zhijun, DU Juan, WANG Fengping, XU Yingqing. Digital Color Restoration of Soot Covered Murals in the Mogao Grottoes at Dunhuang [J]. Dunhuang Research, 2021(01):137-147.）
付心仪,蔡天阳,薛程,张宇翔,徐迎庆*.基于BGRU-FUS-NN神经网络的姿态情感计算方法研究[J].计算机辅助设计与图形学学报,2020,32(07):1070-1079. （Fu, X., Cai, T., Xue, C., Zhang, Y., & Xu, Y. (2020). Research on body-gesture affective computing method based on BGRU-FUS-NN neural network. Journal of Computer-Aided Design and Computer Graphics, 32(7), 1070-1079.）
付心仪,薛程,李希,张玥泽,蔡天阳.基于姿态的情感计算综述[J].计算机辅助设计与图形学学报,2020,32(07):1052-1061. （Xinyi F, Cheng X, Xi L, et al. A Review of Body Gesture Based Affective Computing[J]. Journal of Computer-Aided Design & Computer Graphics, 2020, 32(7): 1052-1061.）
Xinyi Fu, Yaxin Zhu, Zhijing Xiao, Yingqing Xu, and Xiaojuan Ma*. RestoreVR: Generating Embodied Knowledge and Situated Experience of Dunhuang Mural Conservation via Interactive Virtual Reality [C]. //In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). Association for Computing Machinery, New York, NY, USA, 2020:1–13.
付心仪,麻晓娟*,孙志军.破损壁画的数字化复原研究——以敦煌壁画为例[J].装饰,2019(01):21-27.(Xinyi Fu, Xiaojuan Ma*, Zhijun Sun. Digital Restoration of Damaged Murals: Based on Dunhuang Murals [J]. ZHUANGSHI, 2019(01):21-27.