Sanggeon Yun
- 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
- TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
2024/03/12 by Hanning Chen, Wenjun Huang, Chen, Hanning +13 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
- HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning
2024/03/09 by Hanning Chen, Chen, Hanning, Yang Ni +17 · 2 citations
Computer Science · #Semantic Web and Ontologies #AI-based Problem Solving and Planning #Cognitive Computing and Networks
- PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation
2024/10/30 by Ryozo Masukawa, Masukawa, Ryozo, Sanggeon Yun +5 · 2 citations
Engineering · #Advanced Data Processing Techniques
- Towards Efficient Hyperdimensional Computing Using Photonics
2023/11/29 by Farbin Fayza, Fayza, Farbin, Cansu Demirkiran +19 · 1 citation
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
- SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search
2023/10/07 by Shengxi Shou, Che-Kai Liu, Shou, Shengxi +17 · 1 citation
Engineering · Materials Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Multiferroics and related materials
- Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
2024/11/13 by Sanggeon Yun, Ryozo Masukawa, Yun, Sanggeon +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- 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
- 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
- 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