Ryozo Masukawa

23 papers A 2Journal 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Contextual Fusion Strategies for Multimodal GNN-Based Reasoning: Performance and Computational Trade-Offs. IEEE Access Sanggeon Yun, Ryozo Masukawa, Raheeb Hassan, Minhyoung Na, Mohsen Imani
2026	J	`jnl`	Fair Context Learning for Evidence-Balanced Test-Time Adaptation in Vision-Language Models. CoRR Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Wenjun Huang, Hanning Chen, Mohsen Imani
2026	J	`jnl`	HopFormer: Sparse Graph Transformers with Explicit Receptive Field Control. CoRR Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani
2026	J	`jnl`	Internal Flow Signatures for Self-Checking and Refinement in LLMs. CoRR Sungheon Jeong, Sanggeon Yun, Ryozo Masukawa, Wenjun Haung, Hanning Chen, Mohsen Imani
2026	J	`jnl`	MERIT: Multi-domain Efficient RAW Image Translation. CoRR Wenjun Huang, Shenghao Fu, Yian Jin, Yang Ni, Ziteng Cui, Hanning Chen, Yirui He, Yezi Liu, Sanggeon Yun, Sungheon Jeong, Ryozo Masukawa, William Youngwoo Chung, Mohsen Imani
2025	J	`jnl`	A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection. CoRR Sanggeon Yun, Ryozo Masukawa, Hyunwoo Oh, Nathaniel D. Bastian, Mohsen Imani
2025	A	`conf`	Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. DATE Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets. CoRR Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Mohsen Imani
2025	J	`jnl`	Draft and Refine with Visual Experts. CoRR Sungheon Jeong, Ryozo Masukawa, Jihong Park, Sanggeon Yun, Wenjun Huang, Hanning Chen, Mahdi Imani, Mohsen Imani
2025	J	`jnl`	Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. IEEE Access Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani
2025	J	`jnl`	Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. CoRR Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani
2025	J	`jnl`	LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction. CoRR Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	MissionHD: Data-Driven Refinement of Reasoning Graph Structure through Hyperdimensional Causal Path Encoding and Decoding. CoRR Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Mohsen Imani
2025	A	`conf`	Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. WACV Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani
2025	J	`jnl`	PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning. Frontiers Artif. Intell. Ryozo Masukawa, Sanggeon Yun, SungHeon Evan Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning. CoRR Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security. IEEE Access Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani
2024	J	`jnl`	Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning. CoRR Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani
2024	J	`jnl`	HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
2024	J	`jnl`	HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. Adv. Intell. Syst. Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
2024	J	`jnl`	MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. CoRR Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani
2024	J	`jnl`	PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. CoRR Ryozo Masukawa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani
2024	J	`jnl`	Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing. CoRR Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani