Sunwoo Kim

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 60

Top Topics

Reinforcement Learning

Locality Sensitive

Top Venues

Data Min. Knowl. Discov.

Publications

Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition (2024)
Jongha Lee, Sunwoo Kim, Kijung Shin
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning. KDD (2024)
Jisu Nam, Gyuseong Lee, Sunwoo Kim, Hyeonsu Kim, Hyoungwon Cho, Seyeon Kim, Seungryong Kim
Diffusion Model for Dense Matching. ICLR (2024)
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs. CoRR (2024)
Sunwoo Kim, Youngjo Min, Younghun Jung, Seungryong Kim
Controllable Style Transfer via Test-time Training of Implicit Neural Representation. Pattern Recognit. 146 (2024)
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. CoRR (2024)
Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. ICLR (2024)
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective. CoRR (2024)
Igbafe Orikumhi, Hoon Lee, Jungsook Bae, Sunwoo Kim
ISAC-enable mobility-aware multi-UAV placement for ultra-dense networks. ICT Express 10 (4) (2024)
Sunwoo Kim, Joungho Park, Jay H. Lee
Multi-technology co-optimization approach for sustainable hydrogen and electricity supply chains considering variability and demand scale. CoRR (2024)
Suyeong Jin, Sunwoo Kim, Jung-Wuk Hong
Parallelized plastic coupling of non-ordinary state-based peridynamics and finite element method. Adv. Eng. Softw. 196 (2024)
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. KDD (2024)
Jongha Lee, Sunwoo Kim, Kijung Shin
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning. CoRR (2024)
Sunwoo Kim, Dongjin Lee, Yul Kim, Jungho Park, Taeho Hwang, Kijung Shin
Datasets, tasks, and training methods for large-scale hypergraph learning. Data Min. Knowl. Discov. 37 (6) (2023)
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction. KDD (2023)
Jihye Park, Sunwoo Kim, Soohyun Kim, Seokju Cho, Jaejun Yoo, Youngjung Uh, Seungryong Kim
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data. CVPR (2023)
Jaebok Lee, Hyunwoo Park, Sunwoo Kim
Leveraging Near-Field Effect for Environment Mapping: Radio-Slam on Thz Communication Systems. IC-NIDC (2023)
Hyunsoo Lee, Hanvit Kim, Hyeonjin Chung, Keonho Cha, Sunwoo Kim
Penetration Loss Analysis for mmWave MIMO Communication in Indoor Environments. ICTC (2023)
Minyoung Choe, Sunwoo Kim, Jaemin Yoo, Kijung Shin
Classification of Edge-dependent Labels of Nodes in Hypergraphs. KDD (2023)
Minyoung Choe, Sunwoo Kim, Jaemin Yoo, Kijung Shin
Classification of Edge-dependent Labels of Nodes in Hypergraphs. CoRR (2023)
Sunwoo Kim, Wooseok Jang, Hyunsu Kim, Junho Kim, Yunjey Choi, Seungryong Kim, Gayeong Lee
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques. CoRR (2023)
Sunwoo Kim, Kwang-Ki K. Kim
Learning-based Ecological Adaptive Cruise Control of Autonomous Electric Vehicles: A Comparison of ADP, DQN and DDPG Approaches. CoRR (2023)
Yongjun Ahn, Jinhong Kim, Sunwoo Kim, Byonghyo Shim
Computer Vision-Aided Proactive Mobility Management for 6G Terahertz Communications. GLOBECOM (2023)
Hanvit Kim, Hyunsoo Lee, Keonho Cha, Hyeonjin Chung, Sunwoo Kim
Millimeter-Wave Channel State Information Acquisition on PXI-Based Testbed. IC-NIDC (2023)
Sunwoo Kim, Fanchen Bu, Minyoung Choe, Jaemin Yoo, Kijung Shin
How Transitive Are Real-World Group Interactions? - Measurement and Reproduction. CoRR (2023)
Minhyeong Yu, Sunwoo Kim, Seungjun Baek
Federated Semi-Supervised Segmentation with Randomized Weight Perturbation. ISBI (2023)
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin
Reciprocity in directed hypergraphs: measures, findings, and generators. Data Min. Knowl. Discov. 37 (6) (2023)
Jisu Nam, Gyuseong Lee, Sunwoo Kim, Hyeonsu Kim, Hyoungwon Cho, Seyeon Kim, Seungryong Kim
DiffMatch: Diffusion Model for Dense Matching. CoRR (2023)
Sunwoo Kim, Seongwhan Kang, Jay H. Lee
Optimal design of offshore wind power farm in high resolution using geographical information system. Comput. Chem. Eng. 174 (2023)
Wonsuk Chung, Sunwoo Kim, Ali S. Al Hunaidy, Hasan Imran, Aqil Jamal, Jay H. Lee
Identification of sustainable carbon capture and utilization (CCU) pathways using state-task network representation. Comput. Chem. Eng. 178 (2023)
Heechan Moon, Hyunju Kim, Sunwoo Kim, Kijung Shin
Four-set Hypergraphlets for Characterization of Directed Hypergraphs. CoRR (2023)
Jihye Park, Soohyun Kim, Sunwoo Kim, Jaejun Yoo, Youngjung Uh, Seungryong Kim
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data. CoRR (2022)
Sunwoo Kim, Maks Sorokin, Jehee Lee, Sehoon Ha
HumanConQuad: Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning. SIGGRAPH ASIA Emerging Technologies (2022)
Sunwoo Kim, Minje Kim
Boosted Locality Sensitive Hashing: Discriminative, Efficient, and Scalable Binary Codes for Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Sunwoo Kim, Maks Sorokin, Jehee Lee, Sehoon Ha
Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning. Robotics: Science and Systems (2022)
Paulson Eberechukwu, Hyunwoo Park, Christos Laoudias, Seppo Horsmanheimo, Sunwoo Kim
DNN-based Indoor Fingerprinting Localization with WiFi FTM. MDM (2022)
Sunwoo Kim, Soohyun Kim, Seungryong Kim
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer. AAAI (2022)
Sunwoo Kim, Youngjo Min, Younghun Jung, Seungryong Kim
Controllable Style Transfer via Test-time Training of Implicit Neural Representation. CoRR (2022)
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin
Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators. ICDM (2022)
Suhwan Song, Jaewon Hur, Sunwoo Kim, Philip Rogers, Byoungyoung Lee
R2Z2: Detecting Rendering Regressions in Web Browsers through Differential Fuzz Testing. ICSE (2022)
Jaewon Hur, Suhwan Song, Sunwoo Kim, Byoungyoung Lee
SpecDoctor: Differential Fuzz Testing to Find Transient Execution Vulnerabilities. CCS (2022)
Sunwoo Kim, Young Min Kim, Jaewon Hur, Suhwan Song, Gwangmu Lee, Byoungyoung Lee
FuzzOrigin: Detecting UXSS vulnerabilities in Browsers through Origin Fuzzing. USENIX Security Symposium (2022)
Sunwoo Kim, Maks Sorokin, Jehee Lee, Sehoon Ha
Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning. CoRR (2022)
Jaehyuk Heo, YongGi Jeong, Sunwoo Kim, Jaehee Kim, Pilsung Kang
REVECA - Rich Encoder-decoder framework for Video Event CAptioner. CoRR (2022)
Sunwoo Kim, Minyoung Choe, Jaemin Yoo, Kijung Shin
Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators. CoRR (2022)
Een-Kee Hong, Inkyu Lee, Byonghyo Shim, Young-Chai Ko, Sang-Hyo Kim, Sangheon Pack, Kyunghan Lee, Sunwoo Kim, Jae-Hyun Kim, Yoan Shin, Younghan Kim, Haejoon Jung
6G R&D vision: Requirements and candidate technologies. J. Commun. Networks 24 (2) (2022)
Yeun Soo Choi, Mingeon Kim, Ahhyun Ryu, Seowon Park, Sunwoo Kim
Application of VR to Educational System of Korea. ICHI (2021)
Sunwoo Kim, Minje Kim
Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation. WASPAA (2021)
Sunwoo Kim, Soohyun Kim, Seungryong Kim
Deep Translation Prior: Test-time Training for Photorealistic Style Transfer. CoRR (2021)
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. IEEE Trans. Medical Imaging 40 (9) (2021)
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge. CoRR (2020)
Taewon Kang, Soohyun Kim, Sunwoo Kim, Seungryong Kim
Online Exemplar Fine-Tuning for Image-to-Image Translation. CoRR (2020)
Wenli Yang, David Herbert, Sunwoo Kim, Byeong Kang
MCRDR Knowledge-Based 3D Dialogue Simulation in Clinical Training and Assessment. J. Medical Syst. 43 (7) (2019)
Sunwoo Kim, Hyunwoo Kang, Song Min Kim, Sung-Ju Lee
Gas Sensing with COTS RFID Devices. MobiSys (2019)
Christos Laoudias, Sunwoo Kim, Demetrios Zeinalipour-Yazti, Christos G. Panayiotou
A Qualitative and Quantitative Evaluation of Differential Signal Strength Fingerprinting Methods. ICC (2019)
Ying-chun Li, Daegun Oh, Sunwoo Kim, Jong-Wha Chong
Dual Channel S-Band Frequency Modulated Continuous Wave Through-Wall Radar Imaging. Sensors 18 (1) (2018)
Byung-Gil Choi, Daegun Oh, Sunwoo Kim, Jong-Wha Chong, Ying-chun Li
Long-Range Drone Detection of 24 G FMCW Radar with E-plane Sectoral Horn Array. Sensors 18 (12) (2018)
Sunwoo Kim, Jeonghyuk Yoon
An Exploratory Study on Consumer's Needs on Smart Home in Korea. HCI (18) (2016)
Sunwoo Kim, Dohoo Pyeon, Ingook Jang, Hyunsoo Yoon
A Novel Routing Protocol for Cognitive Radio Networks with Cooperation Process. KSII Trans. Internet Inf. Syst. 8 (11) (2014)
Sunwoo Kim, Won Seob Jeong, Won Woo Ro, Jean-Luc Gaudiot
Design and evaluation of random linear network coding Accelerators on FPGAs. ACM Trans. Embed. Comput. Syst. 13 (1) (2013)
Sung-Soo Kim, Sunwoo Kim, Heechan Kang, Myeongcheol Oh
A remote operating system of an unmanned military robot for indoor test environment. ISR (2013)
Ingook Jang, Dohoo Pyeon, Sunwoo Kim, Hyunsoo Yoon
A Survey on Communication Protocols for Wireless Sensor Networks. J. Comput. Sci. Eng. 7 (4) (2013)
Sunwoo Kim, Won Woo Ro
Reconfigurable and parallelized network coding decoder for VANETs. Mob. Inf. Syst. 8 (1) (2012)
Sunwoo Kim, Won Woo Ro
FPGA implementation of highly parallelized decoder logic for network coding (abstract only). FPGA (2010)
Sunwoo Kim
Multiuser TOA Estimation Algorithm in DS-CDMA Sparse Channel for Radiolocation. IEICE Trans. Commun. (2) (2008)
Sunwoo Kim
DS-CDMA Data and Channel Estimation with Antenna Array for Radiolocation - GSIC/MP/PSP Approach. IEICE Trans. Commun. (7) (2007)
Sunwoo Kim
UWB Time Delay Estimation under Non Line of Sight Environment. IEICE Trans. Commun. (10) (2007)
Sunwoo Kim, Andrew P. Brown, T. Pals, Ronald A. Iltis, Hua Lee
Geolocation in ad hoc networks using DS-CDMA and generalized successive interference cancellation. IEEE J. Sel. Areas Commun. 23 (5) (2005)
Sunwoo Kim, Ronald A. Iltis
A matching-pursuit/GSIC-based algorithm for DS-CDMA sparse-channel estimation. IEEE Signal Process. Lett. 11 (1) (2004)
Ronald A. Iltis, Sunwoo Kim
Geometric derivation of expectation-maximization and generalized successive interference cancellation algorithms with applications to CDMA channel estimation. IEEE Trans. Signal Process. 51 (5) (2003)
Ronald A. Iltis, Sunwoo Kim, Anne Thomas
EM-based acquisition of DS-CDMA waveforms for radiolocation. ICASSP (2001)
Sumit Gupta, Nick Savoiu, Sunwoo Kim, Nikil D. Dutt, Rajesh K. Gupta, Alexandru Nicolau
Speculation Techniques for High Level Synthesis of Control Intensive Designs. DAC (2001)