Ryozo Masukawa

According to our database, Ryozo Masukawa authored at least 22 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence.

Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Hyunwoo Oh, Yoshiki Yamaguchi, Wenjun Huang, Sungheon Jeong, Mohsen Imani

CoRR, May, 2026

State-Centric Decision Process.

Sungheon Jeong, Ryozo Masukawa, Sanggeon Yun, Mahdi Imani, Mohsen Imani

CoRR, May, 2026

MERIT: Multi-domain Efficient RAW Image Translation.

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

CoRR, March, 2026

<i>n</i>-Musketeers: Reinforcement Learning Shapes Collaboration Among Language Models.

Ryozo Masukawa, Sanggeon Yun, Hyunwoo Oh, SuhgHeon Jeong, Raheeb Hassan, Hanning Chen, Wenjun Huang, Mahdi Imani, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani

CoRR, February, 2026

Fair Context Learning for Evidence-Balanced Test-Time Adaptation in Vision-Language Models.

Sanggeon Yun, Ryozo Masukawa, SungHeon Jeong, Wenjun Huang, Hanning Chen, Mohsen Imani

CoRR, February, 2026

HopFormer: Sparse Graph Transformers with Explicit Receptive Field Control.

Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani

CoRR, February, 2026

Internal Flow Signatures for Self-Checking and Refinement in LLMs.

Sungheon Jeong, Sanggeon Yun, Ryozo Masukawa, Wenjun Haung, Hanning Chen, Mohsen Imani

CoRR, February, 2026

Contextual Fusion Strategies for Multimodal GNN-Based Reasoning: Performance and Computational Trade-Offs.

Sanggeon Yun, Ryozo Masukawa, Raheeb Hassan, Minhyoung Na, Mohsen Imani

IEEE Access, 2026

LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction.

Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference, 2026

DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets.

Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

Draft and Refine with Visual Experts.

Sungheon Jeong, Ryozo Masukawa, Jihong Park, Sanggeon Yun, Wenjun Huang, Hanning Chen, Mahdi Imani, Mohsen Imani

CoRR, November, 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, August, 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, May, 2025

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning.

Ryozo Masukawa, Sanggeon Yun, SungHeon Evan Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani

Frontiers Artif. Intell., 2025

Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge.

Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani

IEEE Access, 2025

TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security.

Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani

IEEE Access, 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing.

Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani

Adv. Intell. Syst., December, 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

Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing.

Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani

CoRR, 2024

HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing.

Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani

CoRR, 2024