Publications

1. BEAGLE: Behavioral Explanation via Agent Graph Learning Wang, Hanchen David, Cohn, Clayton, Xu, Zifan, Guo, Siyuan, Biswas, Gautam, Ma, Meiyi TBD, In Preparation.

2. 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, Under Review.

3. 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.

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 JAIR, Major Revision.

5. Learning with Preserving for Continual Multitask Learning Wang, Hanchen David, Bae, Siwoo, Chen, Zirong, Ma, Meiyi AAAI, Accepted (Oral).

6. 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.

7. 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.

8. 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.

9. 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.

10. 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.

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