• 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 Zhipu AI ChatGLM Group. I enjoy working with academia and industry.

• 🔭 My research interests include Remote Physiological Sensing, Pervasive Computing, Human-Computer Interaction(HCI), Large Language Models, and Computer Vision. I’m currently working on Biosensing, HCI, and LLM.

• 📫 Reach me through tjk19@mails.tsinghua.edu.cn if interested.

🔥 News

2024.4: 🎉🎉 Our paper Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones has been accepted by CHI Workshop 2024 PhysioCHI.

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.

2023.12: 🎉🎉 Awarded Best Presentation at Tsinghua University Initiative Scientific Research Program Forum.

2023.11: Attended the AI Health Summit 2023 held in Singapore and posted a poster about AnomaLous Physiological Health Assessment Using Large Language Models.

2023.11: 🎉🎉 Hosting a research project on non-contact physiological indication perception based on camera technology, awarded funding by the Beijing Natural Science Foundation.

2023.10: 🎉🎉 Awarded National Scholarship by Ministry of Education!

2023.10: 🎉🎉 Our paper addressed rPPG Toolbox has been accepted by NeurIPS 2023.

2023.7: Attended the EMBC 2023 and gave an oral presentation about new comprehensive rPPG dataset.

2023.3: 🎉🎉 Our paper addressed Privacy-Friendly Gait Date Acquisition and Emotion Recognition has been accepted by JCAD.

📝 Publications

JOURNAL PUBLICATIONS

NN

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

Neural Networks, Under Review

Paper

JCAD

A Method of Privacy-Friendly Gait Data Acquisition and Emotion Recognition

Hong Xiao, Jiankai Tang, Christine Qiu, Xinyi Fu

JCAD

Paper

CONFERENCE PUBLICATIONS

PhysioCHI 2024

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

CHI Workshop PhysioCHI 2024.

Paper Code

ISBI 2024

A Comprehensive Dataset and Automated Pipeline for Nailfold Capillary Analysis

Linxi Zhao, Jiankai Tang, Dongyu Chen, Xiaohong Liu, Yong Zhou, Guangyu Wang, Yuntao Wang

ISBI 2024.

Paper Code

ArXiv

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

ArXiv

Paper Code

AI Health Summit 2023

ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models

Jiankai Tang, Kegang Wang, Hongming Hu, Xiyuxing Zhang, Peiyu Wang, Xin Liu, Yuntao Wang

AI Health Summit 2023.

Paper Code

EMBC 2023

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)

Paper Code

NeurIPS 2023

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

NeurIPS 2023

Paper Code

🎖 Honors and Awards

• 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
• 2019.06 - 2024.06, Creative Design and Intelligent Engineering(CDIE, 智班), double majors in Automation and Industrial Design, Xinya College, Tsinghua University

💬 Invited Talks

• 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 - Now, Ant Group Tianji Lab, China.
• 2023.06 - 2023.11, Zhipu AI ChatGLM Group, China.

👨🏻‍🎓 Service and Leadership

• 2024-Now: Academic and Innovation Tutor, Xinya College, Tsinghua University
• 2023-Now: Chairman of Huxiang(湖湘) 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