Kim, Sunwoo
- Test-time Alignment of Diffusion Models without Reward Over-optimization
2025/01/10 by Sun-Woo Kim, Sunwoo Kim, Minkyu Kim +5 · 1 voice · 22 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- 5G mmWave Cooperative Positioning and Mapping using Multi-Model PHD Filter and Map Fusion
2019/08/26 by Kim, Hyowon, Granström, Karl, Gao, Lin +3 · 5 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 20 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation
2021/05/08 by Sunwoo Kim, Minje Kim, Kim, Sunwoo +1 · 5 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
- Adaptive Beamwidth Control for mmWave Beam Tracking
2019/07/20 by Chung, Hyeonjin, Kim, Sunwoo · 3 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- RIS-Enabled and Access-Point-Free Simultaneous Radio Localization and Mapping
2022/12/14 by Hyowon Kim, Kim, Hyowon, Hui Chen +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, Nam, Jisu, Gyuseong Lee +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
- Deep Learning-based Beam Tracking for Millimeter-wave Communications under Mobility
2021/02/19 by Lim, Sun Hong, Kim, Sunwoo, Shim, Byonghyo +1 · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
2024/02/07 by Lee, Soo Yong, Kim, Sunwoo, Bu, Fanchen +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
2024/03/31 by Sunwoo Kim, Kim, Sunwoo, Shinhwan Kang +9 · 5 citations
Computer Science · #Text and Document Classification Technologies #Advanced Graph Neural Networks
- Near-Field Channel Estimation for XL-RIS Assisted Multi-User XL-MIMO Systems: Hybrid Beamforming Architectures
2024/01/13 by Jeongjae Lee, Lee, Jeongjae, Hyeongjin Chung +6 · 3 citations
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning
2024/02/19 by Lee, Jongha, Kim, Sunwoo, Shin, Kijung · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- 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
- Counting k-Hop Paths in the Random Connection Model
2017/04/21 by Alexander P. Kartun-Giles, Kartun-Giles, Alexander P., Sunwoo Kim +1 · 1 citation
Computer Science · #Cooperative Communication and Network Coding #FOS: Mathematics #Mobile Ad Hoc Networks #Opportunistic and Delay-Tolerant Networks #Probability (math.PR)
- Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning
2022/04/28 by Sunwoo Kim, Kim, Sunwoo, Maks Sorokin +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
- Exploiting Diffuse Multipath in 5G SLAM
2020/06/28 by Ge, Yu, Kim, Hyowon, Wen, Fuxi +3 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #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
- Multi-Behavior Recommender Systems: A Survey
2025/03/10 by Kim, Kyungho, Kim, Sunwoo, Lee, Geon +2 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- PMBM-based SLAM Filters in 5G mmWave Vehicular Networks
2022/05/05 by Kim, Hyowon, Granström, Karl, Svensson, Lennart +2 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
2025/07/01 by Su, Xingyu, Li, Xiner, Uehara, Masatoshi +7 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators
2022/10/11 by Sunwoo Kim, Minyoung Choe, Kim, Sunwoo +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
- BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement
2021/11/17 by Sunwoo Kim, Minje Kim, Kim, Sunwoo +1 · 1 citation
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