Sunwoo Kim
- Test-time Alignment of Diffusion Models without Reward Over-optimization
2025/01/10 by Sun-Woo Kim, Sunwoo Kim, Min‐Kyu Kim +5 · 1 voice · 22 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- RIS-Enabled and Access-Point-Free Simultaneous Radio Localization and Mapping
2022/12/14 by Hyowon Kim, Hui Chen, Kim, Hyowon +13 · 5 citations
Engineering · #Advanced Wireless Communication Technologies #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Robotics and Sensor-Based Localization #Signal Processing (eess.SP) #electronic engineering #information engineering
- Diffusion Model for Dense Matching
2023/05/30 by Jisu Nam, Gyuseong Lee, Nam, Jisu +11 · 5 citations
Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation
2021/05/08 by Sunwoo Kim, Kim, Sunwoo, Minje Kim +1 · 3 citations
Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
2024/03/31 by Sunwoo Kim, Shinhwan Kang, Kim, Sunwoo +9 · 5 citations
Computer Science · #Text and Document Classification Technologies #Advanced Graph Neural Networks
- Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
2024/05/31 by Langzhang Liang, Liang, Langzhang, Sunwoo Kim +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Machine Learning and Algorithms #Text and Document Classification Technologies
- Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning
2022/04/28 by Sunwoo Kim, Maks Sorokin, Kim, Sunwoo +5 · 2 citations
Engineering · Computer Science · #Robotic Locomotion and Control #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- MmWave Mapping and SLAM for 5G and Beyond
2022/11/29 by Yu Ge, Ge, Yu, Ossi Kaltiokallio +13 · 2 citations
Computer Science · Engineering · #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Robotics and Sensor-Based Localization #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
- Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
2024/10/27 by Sunwoo Kim, Kim, Sunwoo, Soo Yong Lee +11 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer
2024/03/19 by D. Hwang, Hyunju Kim, Hwang, Dongyeong +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Measurement-induced phase transitions in quantum inference problems and quantum hidden Markov models
2025/04/11 by Sunwoo Kim, Kim, Sun Woo P., Curt von Keyserlingk +3 · 3 citations
Computer Science · Materials Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Neural Networks and Applications #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech) #Statistical Mechanics and Entropy
- Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators
2022/10/11 by Sunwoo Kim, Kim, Sunwoo, Minyoung Choe +5 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Graph Theory and Algorithms #Data Visualization and Analytics
- Four-set Hypergraphlets for Characterization of Directed Hypergraphs
2023/11/24 by Heechan Moon, Moon, Heechan, Hyunju Kim +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Computational Drug Discovery Methods #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Multi-Chirp AFDM for Rydberg Atomic Quantum Receivers: Waveform and Algorithm Design
2026/07/30 by Hanvit Kim, Hyeon Seok Rou, Kihong Min +2
Engineering · #eess.SP