Publications

1. 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.
CVPR Workshop on Computer Vision for Education (CV4EDU), Accepted.

2. 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), Accepted.

3. Learning with Preserving for Continual Multitask Learning
Wang, Hanchen David, Bae, Siwoo, Chen, Zirong, Ma, Meiyi.
Proceedings of the AAAI Conference on Artificial Intelligence, Published.

4. Towards Verified and Targeted Explanations through Formal Methods
Wang, Hanchen David, Robinette, Preston K., Lopez, Diego Manzanas, Oguz, Ipek, Johnson, Taylor T., Ma, Meiyi.
Journal of Artificial Intelligence Research (JAIR), Special Track: Integration of Logical Constraints in Deep Learning, Accepted.

5. KineticChain: A Whole-Body Wearable Sensing Platform for Boxing Biomechanics
Khan, Nibraas, Agrawal, Aarav, Wang, Hanchen David, Ma, Meiyi, Sarkar, Nilanjan.
HCI International (HCII), Accepted.

6. BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation
Wang, Hanchen David, Cohn, Clayton, Xu, Zifan, Guo, Siyuan, Biswas, Gautam, Ma, Meiyi.
IJCAI, Under Submission.

7. 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, Under Submission.

8. Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review
Cohn, Clayton, Davalos, Eduardo, Vatral, Caleb, Fonteles, Joyce, Wang, Hanchen David, Ma, Meiyi, Biswas, Gautam.
ACM Computing Surveys, Under Review.

9. 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, Under Review.

10. SmartSeg: A Non-Parametric Approach for Smart Glass Video Segmentation
Wang, Hanchen David, Liu, Yilin, Fu, Haowei, Mason, Madison Lee, Li, Fanjie, Wise, Alyssa, Levin, Daniel T, Biswas, Gautam, Ma, Meiyi.
Pervasive and Mobile Computing, Minor Revision.

11. EXACT: A Meta-Learning Framework for Precise Exercise Segmentation in Physical Therapy
Wang, Hanchen David, Bae, Siwoo, Sun, Xutong, Thatigotla, Yashvitha, Ma, Meiyi.
International Conference on Cyber-Physical Systems (ICCPS), Published.

12. 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, Under Revision.

13. 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), Published.

14. 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), Published.

15. PhysiQ: Off-Site Quality Assessment of Exercise in Physical Therapy
Wang, Hanchen David, Ma, Meiyi.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., Published.