Publications
A comprehensive list of my research publications in artificial intelligence, machine learning, and healthcare applications.
1. SmartSeg: A Non-Parametric Approach for Wearable Camera Video Temporal Segmentation
Liu, Yilin, Wang, Hanchen David, Fu, Haowei, Mason, Madison Lee, Li, Fanjie, Wise, Alyssa, Levin, Daniel T, Biswas, Gautam, Ma, Meiyi.
Pervasive and Mobile Computing, September 2026, Published.
Liu, Yilin, Wang, Hanchen David, Fu, Haowei, Mason, Madison Lee, Li, Fanjie, Wise, Alyssa, Levin, Daniel T, Biswas, Gautam, Ma, Meiyi.
Pervasive and Mobile Computing, September 2026, Published.
2. KineticChain: A Whole-Body Wearable Sensing Platform for Boxing Biomechanics
Khan, Nibraas, Agrawal, Aarav, Wang, Hanchen David, Ma, Meiyi, Sarkar, Nilanjan.
HCI International (HCII), Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management (DHM), July 2026, Published.
Khan, Nibraas, Agrawal, Aarav, Wang, Hanchen David, Ma, Meiyi, Sarkar, Nilanjan.
HCI International (HCII), Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management (DHM), July 2026, Published.
3. Towards Verified and Targeted Explanations through Formal Methods
Wang, Hanchen David, Lopez, Diego Manzanas, Robinette, Preston K., Oguz, Ipek, Johnson, Taylor T., Ma, Meiyi.
Journal of Artificial Intelligence Research (JAIR), Special Track: Integration of Logical Constraints in Deep Learning, July 2026, Published. [arXiv](https://arxiv.org/abs/2604.14209)
Wang, Hanchen David, Lopez, Diego Manzanas, Robinette, Preston K., Oguz, Ipek, Johnson, Taylor T., Ma, Meiyi.
Journal of Artificial Intelligence Research (JAIR), Special Track: Integration of Logical Constraints in Deep Learning, July 2026, Published. [arXiv](https://arxiv.org/abs/2604.14209)
4. AI-Assisted Competency Assessment from Egocentric Video in Simulation-Based Nursing Education
Wang, Hanchen David, Liu, Yilin, Mason, Madison, Rayala, Surya, Biswas, Gautam, Levin, Daniel, Ma, Meiyi.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Computer Vision for Education (CV4EDU), June 2026, Published. [arXiv](https://arxiv.org/abs/2605.20233)
Wang, Hanchen David, Liu, Yilin, Mason, Madison, Rayala, Surya, Biswas, Gautam, Levin, Daniel, Ma, Meiyi.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Computer Vision for Education (CV4EDU), June 2026, Published. [arXiv](https://arxiv.org/abs/2605.20233)
5. Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents
Cohn, Clayton, Guo, Siyuan, Rayala, Surya, Wang, Hanchen David, Mohammed, Naveeduddin, Timalsina, Umesh, Jain, Shruti, Eeds, Angela, Deweese, Menton, Osborn Popp, Pamela J., Stanton, Rebekah, Walker, Shakeera, Ma, Meiyi, Biswas, Gautam.
International Conference on Artificial Intelligence in Education (AIED), June 2026, Published.
Cohn, Clayton, Guo, Siyuan, Rayala, Surya, Wang, Hanchen David, Mohammed, Naveeduddin, Timalsina, Umesh, Jain, Shruti, Eeds, Angela, Deweese, Menton, Osborn Popp, Pamela J., Stanton, Rebekah, Walker, Shakeera, Ma, Meiyi, Biswas, Gautam.
International Conference on Artificial Intelligence in Education (AIED), June 2026, Published.
6. A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance
Cohn, Clayton, Rayala, Surya, Guo, Siyuan, Wang, Hanchen David, Mohammed, Naveeduddin, Timalsina, Umesh, Jain, Shruti, Li, Ryan, Eeds, Angela, Deweese, Menton, Osborn Popp, Pamela J., Stanton, Rebekah, Walker, Shakeera, T S, Ashwin, Ma, Meiyi, Biswas, Gautam.
Computers & Education, May 2026, Under Review. [arXiv](https://arxiv.org/abs/2605.30539)
Cohn, Clayton, Rayala, Surya, Guo, Siyuan, Wang, Hanchen David, Mohammed, Naveeduddin, Timalsina, Umesh, Jain, Shruti, Li, Ryan, Eeds, Angela, Deweese, Menton, Osborn Popp, Pamela J., Stanton, Rebekah, Walker, Shakeera, T S, Ashwin, Ma, Meiyi, Biswas, Gautam.
Computers & Education, May 2026, Under Review. [arXiv](https://arxiv.org/abs/2605.30539)
7. Learning with Preserving for Continual Multitask Learning
Wang, Hanchen David, Bae, Siwoo, Chen, Zirong, Ma, Meiyi.
Proceedings of the AAAI Conference on Artificial Intelligence, March 2026, Published.
Wang, Hanchen David, Bae, Siwoo, Chen, Zirong, Ma, Meiyi.
Proceedings of the AAAI Conference on Artificial Intelligence, March 2026, Published.
8. BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation
Wang, Hanchen David, Cohn, Clayton, Xu, Zifan, Guo, Siyuan, Biswas, Gautam, Ma, Meiyi.
IJCAI, February 2026, Under Submission.
Wang, Hanchen David, Cohn, Clayton, Xu, Zifan, Guo, Siyuan, Biswas, Gautam, Ma, Meiyi.
IJCAI, February 2026, Under Submission.
9. Every Rep Counts: An Adaptive Framework for Personalized and Fine-Grained Exercise and Rest Segmentation in Physical Therapy
Wang, Hanchen David, Bae, Siwoo, Sun, Xutong, Thatigotla, Yashvitha, Ma, Meiyi.
ACM Transactions on Cyber-Physical Systems, January 2026, Under Submission.
Wang, Hanchen David, Bae, Siwoo, Sun, Xutong, Thatigotla, Yashvitha, Ma, Meiyi.
ACM Transactions on Cyber-Physical Systems, January 2026, Under Submission.
10. Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review
Cohn, Clayton, Davalos, Eduardo, Vatral, Caleb, Fonteles, Joyce Horn, Wang, Hanchen David, Coursey, Austin, Rayala, Surya, T S, Ashwin, Ma, Meiyi, Biswas, Gautam.
ACM Computing Surveys, December 2025, Under Review.
Cohn, Clayton, Davalos, Eduardo, Vatral, Caleb, Fonteles, Joyce Horn, Wang, Hanchen David, Coursey, Austin, Rayala, Surya, T S, Ashwin, Ma, Meiyi, Biswas, Gautam.
ACM Computing Surveys, December 2025, Under Review.
11. Decoding Human Motion: A Scoping Review of Explainable AI Methods in Movement Analysis
Wang, Hanchen David, Khan, Nibraas, Ghosh, Ritam, Tauseef, Mahrukh, Mion, Lorraine, Ma, Meiyi, Sarkar, Nilanjan.
Pervasive and Mobile Computing, October 2025, Under Review.
Wang, Hanchen David, Khan, Nibraas, Ghosh, Ritam, Tauseef, Mahrukh, Mion, Lorraine, Ma, Meiyi, Sarkar, Nilanjan.
Pervasive and Mobile Computing, October 2025, Under Review.
12. EXACT: A Meta-Learning Framework for Precise Exercise Segmentation in Physical Therapy
Wang, Hanchen David, Bae, Siwoo, Sun, Xutong, Thatigotla, Yashvitha, Ma, Meiyi.
Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems (ICCPS), May 2025, Published.
Wang, Hanchen David, Bae, Siwoo, Sun, Xutong, Thatigotla, Yashvitha, Ma, Meiyi.
Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems (ICCPS), May 2025, Published.
13. Robustness Certification of Semantic Segmentation of Multiple Sclerosis Lesions
Lopez, Diego Manzanas, Liu, Han, Wang, Hanchen David, Moyer, Daniel, Ma, Meiyi, Johnson, Taylor T., Oguz, Ipek.
Medical Imaging, August 2024, Under Revision.
Lopez, Diego Manzanas, Liu, Han, Wang, Hanchen David, Moyer, Daniel, Ma, Meiyi, Johnson, Taylor T., Oguz, Ipek.
Medical Imaging, August 2024, Under Revision.
14. MicroXercise: A Micro-Level Comparative and Explainable System for Remote Physical Therapy
Wang, Hanchen David, Khan, Nibraas, Chen, Anna, Sarkar, Nilanjan, Wisniewski, Pamela, Ma, Meiyi.
Connected Health: Applications, Systems and Engineering Technologies (CHASE), March 2024, Published.
Wang, Hanchen David, Khan, Nibraas, Chen, Anna, Sarkar, Nilanjan, Wisniewski, Pamela, Ma, Meiyi.
Connected Health: Applications, Systems and Engineering Technologies (CHASE), March 2024, Published.
15. SUDS: Sanitizing Universal and Dependent Steganography
Robinette, Preston K., Wang, Hanchen David, Shehadeh, Nishan, Moyer, Daniel, Johnson, Taylor T..
Proceedings of the 26th European Conference on Artificial Intelligence (ECAI), September 2023, Published.
Robinette, Preston K., Wang, Hanchen David, Shehadeh, Nishan, Moyer, Daniel, Johnson, Taylor T..
Proceedings of the 26th European Conference on Artificial Intelligence (ECAI), September 2023, Published.
16. PhysiQ: Off-Site Quality Assessment of Exercise in Physical Therapy
Wang, Hanchen David, Ma, Meiyi.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December 2022, Published.
Wang, Hanchen David, Ma, Meiyi.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December 2022, Published.
For the most up-to-date list, visit my Google Scholar profile