Publications
A comprehensive list of my research publications in artificial intelligence, machine learning, and healthcare applications.
1. BEAGLE: Behavioral Explanation via Agent Graph Learning
Wang, Hanchen David, Cohn, Clayton, Xu, Zifan, Guo, Siyuan, Biswas, Gautam, Ma, Meiyi TBD, In Preparation.
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.
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.
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.
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).
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.
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.
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.
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.
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.
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.
Wang, Hanchen David, Ma, Meiyi Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., Published.
For the most up-to-date list, visit my Google Scholar profile