🔥 News
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Two papers accepted at the NeurIPS 2026 Med-Reasoner Workshop on medical reasoning with vision-language foundation models.
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Two papers accepted at the AAAI 2026 Fall Symposium Series, on counterfactual auditing for multimodal health agents and therapeutic-boundary failures in LLM agents.
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Paper accepted at ACM CIKM 2026: Reliability-Guided Video Token Learning for Contactless Vital Sign Estimation.
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EviCal-RR accepted at the MICCAI 2026 SAFER Workshop.
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Presented ViTaL-Diff at the ICML 2026 Structured Data for Health (SD4H) Workshop.
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Presented CALIBRA at the CVPR 2026 GRAIL-V Workshop.
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Received an NSF Student Travel Grant for IEEE/ACM CHASE 2026, with work at both the main conference and the SCH Workshop.
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Field experiments and research demonstrations at the NSF TRACE Testbed Workshop, CYPRESS Technology Research Center, UMBC. Gallery
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Demonstrated on-device contactless respiratory sensing on a Boston Dynamics Spot robot at DEVCOM ARL R2C2 during the ArtIAMAS University Experimentation Event. Event
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Published work at IEEE ICMLA 2025 (RespFormer), IEEE SmartComp 2025 (E2RespUNet), and IEEE/ACM CHASE 2025 (RRPIPS).
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Published a survey on remote photoplethysmography for contactless health sensing in WIREs Data Mining and Knowledge Discovery.
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Completed my M.Sc. in Information Systems (AI/ML Track) at UMBC with a 4.00/4.00 CGPA.
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Joined the Center for Real-time Distributed Sensing and Autonomy (CARDS) for collaborative research with the DEVCOM Army Research Laboratory.
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Began my Ph.D. in Information Systems at UMBC and joined the MPSC Lab.