Research
Peer-Reviewed ML Research Publications
Published research at ICLR, MathAI, and IEEE on multimodal AI reasoning, LLM recommendation systems, and biometric geometry.
2026
Riemannian Geometry of Multimodal Biometric Embedding Spaces
Conference of Mathematics of AI (MathAI 2026) -- Oral
Read Paper →2026
Are VLM Identity Judgments Logically Consistent? Evaluating Symmetry, CoT, and Transitivity in Person Re-ID
ICLR 2026 Workshop on Logical Reasoning of LLMs
Read Paper →2026
Do LLM Recommenders Obey Preference Axioms? Testing Logical Rationality in LLM-Based Recommendation
ICLR 2026 Workshop on Logical Reasoning of LLMs
Read Paper →2012
A Novel Architecture for Secure Communications in Mobile Systems
Int'l Conf. Internet Technology & Secured Transactions
Read Paper →Soon
Additional papers under peer review
TMLR, ACM ICMR 2026, CVPR 2026 GenBio Workshop, ECCV 2026
Service
Conference Reviewer & Program Committee
Program Committee member and peer reviewer for top-tier ML and AI conferences including ICLR, CVPR, and ACM ICMR.
ACM ICMR 2026
International Conference on Multimedia Retrieval
4 papers reviewed
ICLR 2026
Logical Reasoning of LLMs
3 papers reviewed
ICLR 2026
AI in the Wild
7 papers reviewed
ICLR 2026
Multimodal Intelligence
5 papers reviewed
CVPR 2026
Foundational & Generative Models in Biometrics
Reviewer