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I am a student researcher at Tsinghua University🎓. I am now a member of Pervasive HCI Group, advised by Prof. Yuanchun Shi, A/Prof. Yuntao Wang, and Prof. Yingqing Xu. I have done research in the Department of Computer Science and Technology, Global Innovation Exchange, Future Lab, and School of Vehicle and Mobility. I was a researcher at Tsinghua-Toyota AI Center and an intern at ANT Group. I enjoy working with academia and industry.
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🔭 My research interests include
Remote Physiological Sensing,Pervasive Computing,Human-Computer Interaction(HCI),Large Language Models, andComputer Vision. I’m currently working on Biosensing, HCI, and LLM. -
📫 Reach me through
tjk24@mails.tsinghua.edu.cnif interested.
中文简介
唐健凯，清华大学学生辅导员，北京市学生研究员。唐健凯围绕普适健康计算，研究智能手机和可穿戴设备的端智能健康计算，解决跨环境、跨人群的泛化能力差和运动噪声大等难题。通过建模人体可见光下心血管颜色时序变化，提出基于RGB摄像头的视频生理感知计算方法，优化端侧算法高效推理架构，创新低功耗、高性能、强泛化的端智能感知计算技术，服务健康医疗等高影响力应用领域。唐健凯作为负责人曾主持国家级大创项目一项，北京市自然科学基金项目一项并获评优秀（Top 5），参与国家级及省部级项目近10项。曾在SCI期刊或CCF-A会议等有影响力期刊/会议发表论文10+篇，包括NeurIPS、ACL、IMWUT、CHI、Neural Networks等，其中第一作者（含共一）5篇。唐健凯提出的基于视频的远程心率监测方法性能接近医疗级设备，荣获首届全国泛在智能感知技术创新应用大赛一等奖和第九届全国大学生生物医学工程创新设计竞赛一等奖。🔥 News
2025.2: Awarded the Excellent Beijing Natural Science Foundation Program by Beijing Natural Science Foundation as Principle Investigator.
2025.1: Our paper Spiking-PhysFormer: Camera-BasedRemote Photoplethysmography withParallel Spike-driven Transformer has been accepted by Neural Networks(Q1, IF:6.0).
2024.11: Awarded the Excellent Graduation Thesis by Beijing Municipal Education Commission.
2024.11: Awarded the First Prize in Ubiquitous Intelligent Sensing Technology Innovation Application Competition(Top 5).
2024.10: 🎉🎉 Our paper Summit Vitals: Multi-Camera and Multi-Signal Biosensing at High Altitudes has been accepted by UIC’24 as REGULAR RESEARCH PAPER(Accept Rate: 20.95%).
2024.9: 🎉🎉 Attended the The Inclusion·Conference on the Bund and publish our white paper and ANT PPG dataset.
2024.7: 🎉🎉 Awarded the First Prize in the National Biomedical Engineering Innovation Competition(Top 5%).
2024.6: 🎉🎉 Give an invited talk at the Commencement Ceremony of Xinya College and awarded Outstanding Graduate and Excellent Graduation Thesis by Tsinghua University.
2024.5: 🎉🎉 Our paper The EarSAVAS Dataset: Enabling Subject-Aware Vocal Activity Sensing on Earables has been accepted by The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT).
2024.5: 🎉🎉 Our paper LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding 
2024.5: 🎉🎉 Attending CHI Workshop 2024 PhysioCHI and present our work Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones.
2024.4: 🎉🎉 Admitted into the Groundbreaking Innovation Talent Development Program(颠覆性创新人才培养项目) at Tsinghua University.
2024.2: 🎉🎉 Our paper A Comprehensive Dataset and Automated Pipeline for Nailfold Capillary Analysis has been accepted by ISBI 2024.
📝 Publications
JOURNAL PUBLICATIONS
The EarSAVAS Dataset: Enabling Subject-Aware Vocal Activity Sensing on Earables 
Xiyuxing Zhang, Yuntao Wang, Yuxuan Han, Chen Liang, Ishan Chatterjee, Jiankai Tang, Xin Yi, Shwetak Patel, and Yuanchun Shi
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer 
Mingxuan Liu*, Jiankai Tang* (*Co-first Author), Haoxiang Li, Jiahao Qi, Siwei Li, Kegang Wang, Yuntao Wang, Hong Chen
CONFERENCE PUBLICATIONS
Summit Vitals: Multi-Camera and Multi-Signal Biosensing at High Altitudes 
Ke Liu*, Jiankai Tang* (*Co-first Author), Zhang Jiang, Yuntao Wang, Xiaojing Liu, Dong Li, Yuanchun Shi
Camera-Based HRV Prediction for Remote Learning Environments 
Kegang Wang, Yantao Wei, Jiankai Tang, Yuntao Wang, Mingwen Tong, Jie Gao, Yujian Ma, Zhongjin Zhao
Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones 
Jiankai Tang*, Xinyi Li*(*Co-first Author), Jiacheng Liu, Xiyuxing Zhang, Zeyu Wang, Yuntao Wang
A Comprehensive Dataset and Automated Pipeline for Nailfold Capillary Analysis 
Linxi Zhao, Jiankai Tang, Dongyu Chen, Xiaohong Liu, Yong Zhou, Guangyu Wang, Yuntao Wang
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
ACL 24
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models 
Jiankai Tang, Kegang Wang, Hongming Hu, Xiyuxing Zhang, Peiyu Wang, Xin Liu, Yuntao Wang
MMPD: Multi-Domain Mobile Video Physiology Dataset 
Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak Patel, Daniel McDuff, Xin Liu
IEEE EMBC 2023 (Oral)
rPPG-Toolbox: Deep Remote PPG Toolbox 
Xin Liu, Girish Narayanswamy, Akshay Paruchuri, Xiaoyu Zhang, Jiankai Tang, Yuzhe Zhang, Yuntao Wang, Soumyadip Sengupta, Shwetak Patel, Daniel McDuff
🎖 Honors and Awards
- 2025 Excellent Beijing Natural Science Foundation Program, Beijing Natural Science Foundation(Principle Investigator, Top 5).
- 2024 Excellent Graduation Thesis, Beijing Municipal Education Commission(Top 0.8%).
- 2024 First Prize in Ubiquitous Intelligent Sensing Technology Innovation Application Competition(Top 5).
- 2024 First Prize in the National Biomedical Engineering Innovation Competition(Top 5%).
- 2024 Excellent Graduation Thesis at Tsinghua University(Top 1 in Department).
- 2024 Outstanding Graduate at Tsinghua University（Top 10%）.
- 2024 Best Presentation Award at Tsinghua University Initiative Scientific Research Program Forum(Top 5).
- 2023 National Scholarship, Ministry of Education, P.R. China (Top 1 in Department)
Top scholarship in China. 0.2% domestically. - 2023 Scholarship for Social Work Excellence, Tsinghua University
- 2023 Scholarship for Science and Technology Innovation Excellence, Tsinghua University
- 2022 Scholarship for Social Work Excellence, Tsinghua University
- 2022 Scholarship for Science and Technology Innovation Excellence, Tsinghua University
- 2021 Scholarship for Social Work Excellence, Tsinghua University
📖 Educations
- 2024.06 - 2027.06, the Department of Computer Science and Technology, Tsinghua University
- 2024.09-2026.09, Medical & Engineering Improvement Program, Tsinghua University
- 2019.06 - 2024.06, Creative Design and Intelligent Engineering(CDIE, 智班), double majors in Automation and Industrial Design, Xinya College, Tsinghua University
- 2022.7-2023.7, Artificial Intelligence Innovation and Entrepreneurship Program, Tsinghua University
- 2023.6-2023.9, Access Computing Summer Program, Tsinghua University/University of Washington/GIX
- 2022.1, Artificial Intelligence and Machine Learning Winter Program, Oxford University
💬 Invited Talks
- 2024.06, Commencement Ceremony, Xinya College, Tsinghua University
- 2024.04, LLM Applications in Social Work, Tsinghua University
- 2023.07, MMPD Presentation, IEEE Engineering in Medicine and Biology Society
- 2022.12, Creative Software, Xinya College, Tsinghua University
- 2022.05, Patent Writing, Xinya College, Tsinghua University
💻 Internships
- 2024.01 - 2025.02, Ant Group Pedcha Lab, China.
👨🏻🎓 Service and Leadership
- Conference Reviewers: MobileHCI’24
- Journal Reviewers: IMWUT
- 2024-Now: Science and Innovation Mentor, Xinya College, Tsinghua University
- 2023-Now: Chairman of Hunan Culture Association, Tsinghua University
- 2021-2023: Leader of Creative Design and Intelligent Engineering. CDIE9 was honored with the award of “Excellent Academic Class”.
- 2022-2023: Vice president of the Science and Innovation Association, Xinya College.
🔗 LINKS
Pervasive HCI Group: The lab for Pervasive Computing and Human-Computer Interaction at Tsinghua
Yuntao Wang: Associate Professor, Department of Computer Science and Technology, Tsinghua University
Xin Liu: Research Scientist, Google Consumer Health Research and a research affiliate, the Paul G. Allen School of Computer Science & Engineering, University of Washington
Mingxuan Liu: Department of Biomedical Engineering, Tsinghua University