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ORCIDRyozo Masukawa
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2020 – today
- 2025
[j4]Sanggeon Yun
, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani:
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. IEEE Access 13: 43947-43955 (2025)- [j3]Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Nathaniel D. Bastian, Mohsen Imani:
TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security. IEEE Access 13: 136806-136815 (2025) - [j2]Ryozo Masukawa, Sanggeon Yun, SungHeon Evan Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani:
PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning. Frontiers Artif. Intell. 8 (2025) - [c2]Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani:
Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. DATE 2025: 1-7 - [c1]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani:
Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. WACV 2025: 4736-4745 - [i12]Sanggeon Yun, Ryozo Masukawa, Hanning Chen, Sungheon Jeong, Wenjun Huang, Arghavan Rezvani, Minhyoung Na, Yoshiki Yamaguchi, Mohsen Imani:
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge. CoRR abs/2502.10718 (2025) - [i11]Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani:
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning. CoRR abs/2503.03747 (2025) - [i10]Sanggeon Yun, Ryozo Masukawa, Hyunwoo Oh, Nathaniel D. Bastian, Mohsen Imani:
A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection. CoRR abs/2505.12586 (2025) - [i9]Sanggeon Yun, Raheeb Hassan, Ryozo Masukawa, Mohsen Imani:
MissionHD: Data-Driven Refinement of Reasoning Graph Structure through Hyperdimensional Causal Path Encoding and Decoding. CoRR abs/2508.14746 (2025) - [i8]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Mohsen Imani:
DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets. CoRR abs/2511.03911 (2025) - [i7]Sanggeon Yun, Hyunwoo Oh, Ryozo Masukawa, Pietro Mercati, Nathaniel D. Bastian, Mohsen Imani:
LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction. CoRR abs/2511.03938 (2025) - [i6]Sungheon Jeong, Ryozo Masukawa, Jihong Park, Sanggeon Yun, Wenjun Huang, Hanning Chen, Mahdi Imani, Mohsen Imani:
Draft and Refine with Visual Experts. CoRR abs/2511.11005 (2025) - 2024
- [j1]Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani:
HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing. Adv. Intell. Syst. 6(12) (2024) - [i5]Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani:
HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR abs/2401.10267 (2024) - [i4]Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani:
Spatial-Aware Image Retrieval: A Hyperdimensional Computing Approach for Efficient Similarity Hashing. CoRR abs/2404.11025 (2024) - [i3]Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Mohsen Imani:
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation. CoRR abs/2406.18815 (2024) - [i2]Ryozo Masukawa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani:
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation. CoRR abs/2410.22623 (2024) - [i1]Sanggeon Yun, Ryozo Masukawa, William Youngwoo Chung, Minhyoung Na, Nathaniel D. Bastian, Mohsen Imani:
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning. CoRR abs/2411.09072 (2024)
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