Dongsu Lee

Orcid: 0000-0002-9238-4106

According to our database1, Dongsu Lee authored at least 28 papers between 2012 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
A Recipe for Stable Offline Multi-agent Reinforcement Learning.
CoRR, March, 2026

2025
Multi-agent Coordination via Flow Matching.
CoRR, November, 2025

Scenario-Free Autonomous Driving With Multi-Task Offline-to-Online Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., September, 2025

Learning to Interact in World Latent for Team Coordination.
CoRR, September, 2025

Episodic Future Thinking With Offline Reinforcement Learning for Autonomous Driving.
IEEE Internet Things J., June, 2025

Instant Inverse Modeling of Stochastic Driving Behavior With Deep Reinforcement Learning.
IEEE Trans. Consumer Electron., February, 2025

Policy Compatible Skill Incremental Learning via Lazy Learning Interface.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024
The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks.
IEEE Commun. Lett., May, 2024

Selective imitation for efficient online reinforcement learning with pre-collected data.
ICT Express, 2024

Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Stability Analysis in Mixed-Autonomous Traffic With Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., March, 2023

Foresighted Decisions for Inter-Vehicle Interactions: An Offline Reinforcement Learning Approach.
Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Bootstrap Capacitor Charge Control Method for GaN-based 4-Switch Buck-Boost Converter.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022
ADAS-RL: Safety learning approach for stable autonomous driving.
ICT Express, 2022

2021
Study on Human Activity Recognition Using Semi-Supervised Active Transfer Learning.
Sensors, 2021

2020
A Lightweight Speaker Recognition System Using Timbre Properties.
CoRR, 2020

Pig Farm Environment Sensor Data Correlation and Heatmap Analysis for Predicting Sensor Remaining Useful Life✱.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Video Key Frame Extraction & Fire-Smoke Detection with Deep Compact Convolutional Neural Network.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Compact Deeplearning Convolutional Neural Network based Hand Gesture Classifier Application for Smart Mobile Edge Computing.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
Deeplearning Convolutional Neural Network based QoE Assessment Module for 4K UHD Video Streaming.
Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, 2019

Compacting Deep Neural Networks for Light Weight IoT & SCADA Based Applications with Node Pruning.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

2018
Neural Network Reliability Enhancement Approach Using Dropout Underutilization in GPU.
Proceedings of the TENCON 2018, 2018

2017
LARECD: Low area overhead and reliable error correction DMR architecture.
Proceedings of the International SoC Design Conference, 2017

2014
The effect of role predictability and role filler predictability in Korean sentence processing.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
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, 2013

2012
A 1.2V 30nm 3.2Gb/s/pin 4Gb DDR4 SDRAM with dual-error detection and PVT-tolerant data-fetch scheme.
Proceedings of the 2012 IEEE International Solid-State Circuits Conference, 2012


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