Dongsu Lee

32 papers A* 3B 1C 2Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Recipe for Stable Offline Multi-agent Reinforcement Learning.
CoRR
Dongsu Lee, Daehee Lee, Amy Zhang
2025 J jnl
Episodic Future Thinking With Offline Reinforcement Learning for Autonomous Driving.
IEEE Internet Things J.
Dongsu Lee, Minhae Kwon
2025 J jnl
Instant Inverse Modeling of Stochastic Driving Behavior With Deep Reinforcement Learning.
IEEE Trans. Consumer Electron.
Dongsu Lee, Minhae Kwon
2025 J jnl
Learning to Interact in World Latent for Team Coordination.
CoRR
Dongsu Lee, Daehee Lee, Yaru Niu, Honguk Woo, Amy Zhang, Ding Zhao
2025 J jnl
Multi-agent Coordination via Flow Matching.
CoRR
Dongsu Lee, Daehee Lee, Amy Zhang
2025 J jnl
Policy Compatible Skill Incremental Learning via Lazy Learning Interface.
CoRR
Daehee Lee, Dongsu Lee, TaeYoon Kwack, Wonje Choi, Honguk Woo
2025 J jnl
Scenario-Free Autonomous Driving With Multi-Task Offline-to-Online Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Dongsu Lee, Minhae Kwon
2025 A* conf
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning.
ICML
Dongsu Lee, Minhae Kwon
2025 J jnl
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning.
CoRR
Dongsu Lee, Minhae Kwon
2024 A* conf
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset.
ICRA
Dongsu Lee, Chanin Eom, Minhae Kwon
2024 J jnl
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset.
CoRR
Dongsu Lee, Chanin Eom, Minhae Kwon
2024 A* conf
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning.
NeurIPS
Dongsu Lee, Minhae Kwon
2024 J jnl
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning.
CoRR
Dongsu Lee, Minhae Kwon
2024 J jnl
Selective imitation for efficient online reinforcement learning with pre-collected data.
ICT Express
Chanin Eom, Dongsu Lee, Minhae Kwon
2024 J jnl
The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks.
IEEE Commun. Lett.
Jeyeon Eo, Dongsu Lee, Minhae Kwon
2023 — conf
Bootstrap Capacitor Charge Control Method for GaN-based 4-Switch Buck-Boost Converter.
ICECS
Minseok Lee, Dongsu Lee, Jeongjin Roh
2023 — conf
Foresighted Decisions for Inter-Vehicle Interactions: An Offline Reinforcement Learning Approach.
ITSC
Dongsu Lee, Minhae Kwon
2023 J jnl
Stability Analysis in Mixed-Autonomous Traffic With Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Dongsu Lee, Minhae Kwon
2022 J jnl
ADAS-RL: Safety learning approach for stable autonomous driving.
ICT Express
Dongsu Lee, Minhae Kwon
2021 J jnl
Study on Human Activity Recognition Using Semi-Supervised Active Transfer Learning.
Sensors
Seungmin Oh, Akm Ashiquzzaman, Dongsu Lee, Yeonggwang Kim, Jinsul Kim
2020 J jnl
A Lightweight Speaker Recognition System Using Timbre Properties.
CoRR
Abu Quwsar Ohi, Muhammad Firoz Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Dongsu Lee, Jinsul Kim
2020 — conf
Compact Deeplearning Convolutional Neural Network based Hand Gesture Classifier Application for Smart Mobile Edge Computing.
ICAIIC
Akm Ashiquzzaman, Seungmin Oh, Dongsu Lee, Jihoon Lee, Jinsul Kim
2020 — conf
Pig Farm Environment Sensor Data Correlation and Heatmap Analysis for Predicting Sensor Remaining Useful Life✱.
SMA
Ji-Hoon Lee, Seungmin Oh, Yeonggwang Kim, Dongsu Lee, Akm Ashiquzzaman, Jinsul Kim
2020 — conf
Video Key Frame Extraction & Fire-Smoke Detection with Deep Compact Convolutional Neural Network.
SMA
Akm Ashiquzzaman, Dongsu Lee, Seungmin Oh, Yeonggwang Kim, Jihoon Lee, Jinsul Kim
2019 — conf
Compacting Deep Neural Networks for Light Weight IoT & SCADA Based Applications with Node Pruning.
ICAIIC
Akm Ashiquzzaman, Linh Van Ma, Sangwoo Kim, Dongsu Lee, Tai-Won Um, Jinsul Kim
2019 C conf
Deeplearning Convolutional Neural Network based QoE Assessment Module for 4K UHD Video Streaming.
SIMULTECH
Akm Ashiquzzaman, Sung Min Oh, Dongsu Lee, Hoehyeong Jung, Tai-Won Um, Jinsul Kim
2018 C conf
Neural Network Reliability Enhancement Approach Using Dropout Underutilization in GPU.
TENCON
Dongsu Lee, Hyunyul Lim, Tae Hyun Kim, Sungho Kang
2017 — conf
LARECD: Low area overhead and reliable error correction DMR architecture.
ISOCC
Hyunyul Lim, Tae Hyun Kim, Dongsu Lee, Sungho Kang
2014 B conf
The effect of role predictability and role filler predictability in Korean sentence processing.
CogSci
Hongoak Yun, Dongsu Lee, Yunju Nam, Hyein Jeong, Eunyong Chung, Upyong Hong
2013 J jnl
A 1.2 V 30 nm 3.2 Gb/s/pin 4 Gb DDR4 SDRAM With Dual-Error Detection and PVT-Tolerant Data-Fetch Scheme.
IEEE J. Solid State Circuits
Kyomin Sohn, Taesik Na, Indal Song, Yong Shim, Wonil Bae, Sanghee Kang, Dongsu Lee, Hangyun Jung, Seok-Hun Hyun, Hanki Jeoung, Ki Won Lee, Jun-Seok Park, Jongeun Lee, ByungHyun Lee, Inwoo Jun, Juseop Park, Junghwan Park, Hundai Choi, Sanghee Kim, Haeyoung Chung, Young Choi, Dae-Hee Jung, Byungchul Kim, Jung-Hwan Choi, Seong-Jin Jang, Chi-Wook Kim, Jung-Bae Lee, Joo-Sun Choi
2012 — conf
A 1.2V 30nm 3.2Gb/s/pin 4Gb DDR4 SDRAM with dual-error detection and PVT-tolerant data-fetch scheme.
ISSCC
Kyomin Sohn, Taesik Na, Indal Song, Yong Shim, Wonil Bae, Sanghee Kang, Dongsu Lee, Hangyun Jung, Hanki Jeoung, Ki Won Lee, Junsuk Park, Jongeun Lee, ByungHyun Lee, Inwoo Jun, Juseop Park, Junghwan Park, Hundai Choi, Sanghee Kim, Haeyoung Chung, Young Choi, Dae-Hee Jung, Jang Seok Choi, Byung-Sick Moon, Jung-Hwan Choi, Byungchul Kim, Seong-Jin Jang, Joo-Sun Choi, Kyungseok Oh
2008 — conf
A Fuzzy Logic-Based Approach to Two-Dimensional Warranty System.
ICIC (2)
Sanghyun Lee, Dongsu Lee, ChulSu Park, Jaehee Lee, SeungBeom Park, KyungIl Moon, Byungki Kim