Selected research

Hybrid DNA Language Model Tokenization

A hybrid vocabulary that combines 6-mer DNA tokens with byte-pair encoding to capture local sequence structure and longer contextual patterns.

arXiv:2507.18570

KeepScoreAI

A Streamlit shopping-intelligence system with adaptive recommendation scoring, review-grounded explanations, image-assisted matching, shopper memory, and traceable multi-agent orchestration.

GenerousAI

An LLM-based pipeline for generating and parsing charitable-donation choices, structuring user personas and competing donation options for preference analysis.

STARD-Net

Spatiotemporal attention for detecting tiny airborne objects from moving drones under clutter, motion, and occlusion.

ACM Transactions on Spatial Algorithms and Systems

KRAfT

Formation-aware UAV swarm tracking with Kalman residual refinement and conservative recovery through missing observations.

IEEE International Conference on Pattern Recognition · Accepted

V-USDT

Vision-based UAV swarm detection and tracking using formation constraints.

IEEE International Conference on Mobile Data Management

MultiLiDAR UAV Sensing

Heterogeneous LiDAR perception using sparse point-cloud streams, temporal accumulation, clustering, and reliability-aware fusion.

Augmented UAV Dataset

A dataset and augmentation framework for vision-based UAV detection and tracking.

IEEE Applied Imagery Pattern Recognition Workshop

Radiogenomic MRI Classification

MRI-based radiogenomic classification as an extension of reliable visual and multimodal learning.

Pathways 2026 Symposium · Top 3 Best Poster