Sunghoon Hong

30 papers A* 11A 1C 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
RAPID: A Rapid Prototyping Platform for Industrial Automation.
AAAI
Sunghoon Hong, Junseok Park, Whiyoung Jung, Deunsol Yoon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee
2026 A* conf
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation.
AAAI
Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Jeonghye Kim, Yongjae Shin, Suhyun Jung, Hyundam Yoo, Youngjin Kim, Chanwoo Moon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee
2025 A* conf
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning.
ICML
Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Kanghoon Lee, Woohyung Lim
2025 C conf
Hierarchical Decomposition Framework for Steiner Tree Packing Problem.
ICORES
Hanbum Ko, Minu Kim, Han-Seul Jeong, Sunghoon Hong, Deunsol Yoon, Youngjoon Park, Woohyung Lim, Honglak Lee, Moontae Lee, Kanghoon Lee, Sungbin Lim, Sungryull Sohn
2025 J jnl
ML-Based Fast and Precise Target Docking of Autonomous Mobile Robots for Intelligent Transportation Systems Using 2-D LiDAR.
IEEE Trans. Intell. Transp. Syst.
Sunghoon Hong, Hyukjun Kwon, Gyuhun Sim, Kwangyong Choi, Daejin Park
2025 A* conf
Online Pre-Training for Offline-to-Online Reinforcement Learning.
ICML
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geon-Hyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Online Pre-Training for Offline-to-Online Reinforcement Learning.
CoRR
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 A* conf
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
ICML
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
CoRR
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2024 J jnl
Differential Image-Based Scalable YOLOv7-Tiny Implementation for Clustered Embedded Systems.
IEEE Trans. Intell. Transp. Syst.
Sunghoon Hong, Daejin Park
2024 J jnl
ML-Based Fast and Precise Embedded Rack Detection Software for Docking and Transport of Autonomous Mobile Robots Using 2-D LiDAR.
IEEE Embed. Syst. Lett.
Sunghoon Hong, Daejin Park
2024 A conf
Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning.
AAMAS
Sunghoon Hong, Deunsol Yoon, Whiyoung Jung, Jinsang Lee, Hyundam Yoo, Jiwon Ham, Suhyun Jung, Chanwoo Moon, Yeontae Jung, Kanghoon Lee, Woohyung Lim, Somin Jeon, Myounggu Lee, Sohui Hong, Jaesang Lee, Hangyoul Jang, Changhyun Kwak, Jeonghyeon Park, Changhoon Kang, Jungki Kim
2023 — conf
Differential Image-based Fast and Compatible Convolutional Layers for Multi-core Processors.
ICAIIC
Sunghoon Hong, Daejin Park
2022 — conf
Continuous Differential Image-based Fast Convolution for Convolutional Neural Networks.
ICTC
Sunghoon Hong, Daejin Park
2022 J jnl
Runtime ML-DL Hybrid Inference Platform Based on Multiplexing Adaptive Space-Time Resolution for Fast Car Incident Prevention in Low-Power Embedded Systems.
Sensors
Sunghoon Hong, Daejin Park
2022 — conf
Runtime Virtual Lane Prediction Based on Inverse Perspective Transformation and Machine Learning for Lane Departure Warning in Low-Power Embedded Systems.
IST
Sunghoon Hong, Daejin Park
2022 A* conf
Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning.
ICLR
Sunghoon Hong, Deunsol Yoon, Kee-Eung Kim
2021 — conf
Lightweight Collaboration of Detecting and Tracking Algorithm in Low-Power Embedded Systems for Forward Collision Warning.
ICUFN
Sunghoon Hong, Daejin Park
2021 A* conf
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic.
ICLR
Deunsol Yoon, Sunghoon Hong, Byung-Jun Lee, Kee-Eung Kim
2021 J jnl
Wireless Sensor Network (WSN) Configuration Method to Increase Node Energy Efficiency through Clustering and Location Information.
Symmetry
Jinsoo Kim, Donghwan Lee, Jaejoon Hwang, Sunghoon Hong, Dongil Shin, Dongkyoo Shin
2020 A* conf
Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild.
AAAI
Yueying Kao, Weiming Li, Qiang Wang, Zhouchen Lin, Wooshik Kim, Sunghoon Hong
2019 J jnl
Mature GAIL: Imitation Learning for Low-level and High-dimensional Input using Global Encoder and Cost Transformation.
CoRR
Wonsup Shin, Hyolim Kang, Sunghoon Hong
2019 A* conf
Referring Expression Comprehension with Semantic Visual Relationship and Word Mapping.
ACM Multimedia
Chao Zhang, Weiming Li, Wanli Ouyang, Qiang Wang, Woo-Shik Kim, Sunghoon Hong
2018 A* conf
An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation.
IJCAI
Yueying Kao, Weiming Li, Zairan Wang, Dongqing Zou, Ran He, Qiang Wang, Minsu Ahn, Sunghoon Hong
2018 A* conf
HCR-Net: A Hybrid of Classification and Regression Network for Object Pose Estimation.
IJCAI
Zairan Wang, Weiming Li, Yueying Kao, Dongqing Zou, Qiang Wang, Minsu Ahn, Sunghoon Hong
2018 — conf
Polar Modulation with CR Method for Optical Wireless Communication MIMO System.
ICTC
Junghyun Kim, Seongjae Moon, Youngwoo Kim, Sunghoon Hong
2012 J jnl
Dominant strategy implementation with a convex product space of valuations.
Soc. Choice Welf.
Katherine Cuff, Sunghoon Hong, Jesse A. Schwartz, Quan Wen, John A. Weymark
2010 J jnl
Efficiency and stability in a model of wireless communication networks.
Soc. Choice Welf.
Sunghoon Hong, Youngsub Chun
2010 — conf
Strategic network interdiction.
BQGT
Sunghoon Hong
1994 — conf
Voice parameter estimation using sequential SVD and wave shaping filter bank.
ICSLP
Sunghoon Hong, Sangki Kang, Souguil Ann