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Ryozo Masukawa

  1. MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation
    2024/06/27 by Sanggeon Yun, Yun, Sanggeon, Ryozo Masukawa +5 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Artificial Immune Systems Applications
  2. PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation
    2024/10/30 by Ryozo Masukawa, Sanggeon Yun, Masukawa, Ryozo +5 · 2 citations
    Engineering · #Advanced Data Processing Techniques
  3. NeuroHash: A Hyperdimensional Neuro-Symbolic Framework for Spatially-Aware Image Hashing and Retrieval
    2024/04/17 by Sanggeon Yun, Ryozo Masukawa, Yun, Sanggeon +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
  4. Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
    2024/11/13 by Sanggeon Yun, Yun, Sanggeon, Ryozo Masukawa +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  5. PolyQ: Codesigning End-to-End Quantization Framework for Scalable Edge CPU LLM Inference
    2026/07/16 by Hyunwoo Oh, Suyeon Jang, Hanning Chen +4
    #cs.LG #cs.AR #cs.OS
  6. ExaGEMM: Exploration Framework for CPU-Driven ML Inference via Associative In-Register Computing for Low-Bit GEMM
    2026/07/16 by Hyunwoo Oh, Suyeon Jang, Hanning Chen +3
    #cs.AR #cs.LG #cs.OS