HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. - Sanggeon Yun; Hanning Chen; Ryozo Masukawa; Hamza Errahmouni Barkam; Andrew Ding; Wenjun Huang 001; Arghavan Rezvani; Shaahin Angizi; Mohsen Imani (CoRR, 2024)

Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing. - Sanggeon Yun; Ryozo Masukawa; Sungheon Jeong 001; Mohsen Imani (CoRR, 2024)

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. - Ryozo Masukawa; Sanggeon Yun; Yoshiki Yamaguchi; Mohsen Imani (CoRR, 2024)

HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. - Sanggeon Yun; Hanning Chen; Ryozo Masukawa; Hamza Errahmouni Barkam; Andrew Ding; Wenjun Huang 001; Arghavan Rezvani; Shaahin Angizi; Mohsen Imani (Adv. Intell. Syst., 2024)

Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. - Sanggeon Yun; Ryozo Masukawa; William Youngwoo Chung; Minhyoung Na; Nathaniel D. Bastian; Mohsen Imani (DATE, 2025)

Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. - Sanggeon Yun; Ryozo Masukawa; Minhyoung Na; Mohsen Imani (WACV, 2025)

TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security. - Ryozo Masukawa; Sanggeon Yun; Sungheon Jeong 001; Nathaniel D. Bastian; Mohsen Imani (IEEE Access, 2025)

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. - Sanggeon Yun; Ryozo Masukawa; Hanning Chen; Sungheon Jeong 001; Wenjun Huang 001; Arghavan Rezvani; Minhyoung Na; Yoshiki Yamaguchi; Mohsen Imani (IEEE Access, 2025)

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning. - Ryozo Masukawa; Sanggeon Yun; SungHeon Evan Jeong; Wenjun Huang 001; Yang Ni 001; Ian Bryant; Nathaniel D. Bastian; Mohsen Imani (Frontiers Artif. Intell., 2025)

A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection. - Sanggeon Yun; Ryozo Masukawa; Hyunwoo Oh; Nathaniel D. Bastian; Mohsen Imani (CoRR, 2025)

MissionHD: Data-Driven Refinement of Reasoning Graph Structure through Hyperdimensional Causal Path Encoding and Decoding. - Sanggeon Yun; Raheeb Hassan; Ryozo Masukawa; Mohsen Imani (CoRR, 2025)