Donghwan Lee

97 papers A* 10A 3B 3C 2Misc 1Journal 68Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analysis of Control Bellman Residual Minimization for Markov Decision Problem.
CoRR
Donghwan Lee, Hyukjun Yang
2026 J jnl
Deep Q-Learning With Gradient Target Tracking.
IEEE Access
Bumgeun Park, Taeho Lee, Donghwan Lee
2026 J jnl
MATANet: A Multi-context Attention and Taxonomy-Aware Network for Fine-Grained Underwater Recognition of Marine Species.
CoRR
Donghwan Lee, Byeongjin Kim, Geunhee Kim, Hyukjin Kwon, Nahyeon Maeng, Wooju Kim
2026 J jnl
Periodic Regularized Q-Learning.
CoRR
Hyukjun Yang, Han-Dong Lim, Donghwan Lee
2026 J jnl
Regional Stabilization and Estimation of Domains of Attraction for Discrete-Time T-S Fuzzy Systems via Fuzzy-modeled Membership Functions.
IEEE Trans. Fuzzy Syst.
Yara Quilles-Marinho, Donghwan Lee, Ricardo C. L. F. Oliveira, Pedro L. D. Peres
2026 J jnl
Taming the Adversary: Stable Minimax Deep Deterministic Policy Gradient via Fractional Objectives.
CoRR
Taeho Lee, Donghwan Lee
2026 J jnl
iMIA: Assessing Mission Risk in Uncertain, Interdependent AI Systems.
ACM Trans. Intell. Syst. Technol.
Han Jun Yoon, Ashrith Reddy Thukkaraju, Jin-Hee Cho, Shou Matsumoto, Jair Feldens Ferrari, Paulo C. G. Costa, Donghwan Lee, Myung Kil Ahn
2025 J jnl
(Im)possibility of Incentive Design for Challenge-based Blockchain Protocols.
CoRR
Suhyeon Lee, Dieu-Huyen Nguyen, Donghwan Lee
2025 J jnl
Adaptive Policy Backbone via Shared Network.
CoRR
Bumgeun Park, Donghwan Lee
2025 J jnl
Analysis of approximate linear programming solution to Markov decision problem with log barrier function.
CoRR
Donghwan Lee, Hyukjun Yang, Bum Geun Park
2025 J jnl
Deep Q-Learning with Gradient Target Tracking.
CoRR
Donghwan Lee, Bum Geun Park, Taeho Lee
2025 J jnl
EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal.
CoRR
Sanghyun Jo, Donghwan Lee, Eunji Jung, Seong Je Oh, Kyungsu Kim
2025 J jnl
Harnessing Membership Function Dynamics for Local Stability Analysis and Estimation of Domains of Attraction for Discrete-Time T-S Fuzzy Systems.
IEEE Control. Syst. Lett.
Yara Quilles-Marinho, Donghwan Lee, Ricardo C. L. F. Oliveira, Pedro L. D. Peres
2025 — conf
Harnessing membership function dynamics for output-feedback stabilization of T-S fuzzy systems.
FUZZ
Yara Quilles-Marinho, Donghwan Lee, Ricardo C. L. F. Oliveira, Pedro L. D. Peres
2025 J jnl
Help Me Through: Imitation Learning Based Active View Planning to Avoid SLAM Tracking Failures.
IEEE Trans. Robotics
Kanwal Naveed, Wajahat Hussain, Irfan Hussain, Donghwan Lee, Muhammad Latif Anjum
2025 J jnl
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment.
CoRR
Junhyun Park, Chanyu Moon, Donghwan Lee, Kyungsu Kim, Minho Hwang
2025 — conf
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-adjustment.
MICCAI (7)
Junhyun Park, Chanyu Moon, Donghwan Lee, Kyungsu Kim, Minho Hwang
2025 J jnl
Power Consumption Optimization of GPU Server With Offline Reinforcement Learning.
IEEE Access
Heechan Chung, Yeeun Im, Jongchan Park, Taeho Lee, Tae-Young Kim, Hyungjun Kim, Donghwan Lee
2025 J jnl
Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning.
CoRR
Jongchan Park, Mingyu Park, Donghwan Lee
2025 J jnl
Return to Dilemma: A Novel Block Withholding Attack on PoW-Based Blockchains.
IEEE Trans. Comput. Soc. Syst.
Donghwan Lee, Wonjun Lee
2025 J jnl
Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control.
CoRR
Taeho Lee, Donghwan Lee
2025 — conf
SADWA: Fine-Grained Weather Awareness with Vision-Language Models for Seamless Autonomous Driving in Real Time.
ICCVW
Jinwoo Kim, Hayeon O, Youngmin Oh, Kyounghwan An, Donghwan Lee
2025 J jnl
Subjective-Bayesian-Network-Based Interdependent Mission Impact Assessment With Game-Theoretic Attack-Defense Interactions.
IEEE Internet Things J.
Han Jun Yoon, Ashrith Reddy Thukkaraju, Shou Matsumoto, Jair Feldens Ferrari, Donghwan Lee, Myung Kil Ahn, Paulo Costa, Jin-Hee Cho
2025 J jnl
Unified finite-time error analysis of soft Q-learning.
Neurocomputing
Narim Jeong, Donghwan Lee
2024 A* conf
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks.
ICML
Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban
2024 J jnl
Analysis of Off-Policy Multi-Step TD-Learning with Linear Function Approximation.
CoRR
Donghwan Lee
2024 J jnl
Anomaly Detection via a Bottleneck Structure Robust to Noise in In-Distribution Samples.
IEEE Access
Yeongkyu Cho, Donghwan Lee, Youngjoo Hyun, Wooju Kim
2024 J jnl
Bayesian Stackelberg game approach for cyber mission impact assessment.
ICT Express
Donghwan Lee, Donghwa Kim, Myung Kil Ahn, Seongkee Lee
2024 A conf
Deeper Introspective SLAM: How to Avoid Tracking Failures Over Longer Routes?
IROS
Kanwal Naveed, Muhammad Latif Anjum, Wajahat Hussain, Donghwan Lee
2024 J jnl
Final Iteration Convergence Bound of Q-Learning: Switching System Approach.
IEEE Trans. Autom. Control.
Donghwan Lee
2024 — conf
Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach.
CDC
Narim Jeong, Donghwan Lee
2024 J jnl
Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach.
CoRR
Narim Jeong, Donghwan Lee
2024 J jnl
Lossless convexification and duality.
J. Frankl. Inst.
Donghwan Lee
2024 — conf
RoSA Dataset: Road Construct Zone Segmentation for Autonomous Driving.
ECCV Workshops (7)
Jinwoo Kim, Kyounghwan An, Donghwan Lee
2024 J jnl
Unified ODE Analysis of Smooth Q-Learning Algorithms.
CoRR
Donghwan Lee
2024 A* conf
WayIL: Image-based Indoor Localization with Wayfinding Maps.
ICRA
Obin Kwon, Dongki Jung, Youngji Kim, Soohyun Ryu, Suyong Yeon, Songhwai Oh, Donghwan Lee
2024 B conf
iMIA: Interdependent Mission Impact Assessment Using Subjective Bayesian Networks.
NOMS
Han Jun Yoon, Ashrith Reddy Thukkaraju, Shou Matsumoto, Jair Feldens Ferrari, Donghwan Lee, Myung Kil Ahn, Paulo C. G. Costa, Jin-Hee Cho
2023 J jnl
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks.
CoRR
Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban
2023 A* conf
Demystifying Disagreement-on-the-Line in High Dimensions.
ICML
Donghwan Lee, Behrad Moniri, Xinmeng Huang, Edgar Dobriban, Hamed Hassani
2023 J jnl
Demystifying Disagreement-on-the-Line in High Dimensions.
CoRR
Donghwan Lee, Behrad Moniri, Xinmeng Huang, Edgar Dobriban, Hamed Hassani
2023 J jnl
Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum Markov Games: Switching System Approach.
CoRR
Donghwan Lee
2023 J jnl
Improved Cyber Defense Modeling Framework for Modeling and Simulating the Lifecycle of Cyber Defense Activities.
IEEE Access
Donghwa Kim, Myung Kil Ahn, Seongkee Lee, Donghwan Lee, Moosung Park, Dongkyoo Shin
2023 B conf
Interdependent Mission Impact Assessment of an IoT System with Hypergame- heoretic Attack-Defense Behavior Modeling.
MASCOTS
Ashrith Reddy Thukkaraju, Han Jun Yoon, Shou Matsumoto, Jair Feldens Ferrari, Donghwan Lee, Myung Kil Ahn, Paulo C. G. Costa, Jin-Hee Cho
2023 — conf
On Some Geometric Behavior of Value Iteration on the Orthant: Switching System Perspective.
CDC
Donghwan Lee
2023 J jnl
On Some Geometric Behavior of Value Iteration on the Orthant: Switching System Perspective.
CoRR
Donghwan Lee
2023 J jnl
Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits.
CoRR
Xinmeng Huang, Kan Xu, Donghwan Lee, Hamed Hassani, Hamsa Bastani, Edgar Dobriban
2023 C conf
Software-Friendly Subjective Bayesian Networks: Reasoning within a Software-Centric Mission Impact Assessment Framework.
FUSION
Shou Matsumoto, Jair Feldens Ferrari, Han Jun Yoon, Ashrith Reddy Thukkaraju, Donghwan Lee, Myung Kil Ahn, Jin-Hee Cho, Paulo C. G. Costa
2023 J jnl
T-Cal: An Optimal Test for the Calibration of Predictive Models.
J. Mach. Learn. Res.
Donghwan Lee, Xinmeng Huang, Hamed Hassani, Edgar Dobriban
2023 A* conf
TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering.
CVPR
Jaehoon Choi, Dongki Jung, Taejae Lee, Sangwook Kim, Youngdong Jung, Dinesh Manocha, Donghwan Lee
2023 J jnl
TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering.
CoRR
Jaehoon Choi, Dongki Jung, Taejae Lee, Sangwook Kim, Youngdong Jung, Dinesh Manocha, Donghwan Lee
2022 A* conf
A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments.
ICRA
Hyungtae Lim, Suyong Yeon, Soo-Hyun Ryu, Yonghan Lee, Youngji Kim, Jaeseong Yun, Euigon Jung, Donghwan Lee, Hyun Myung
2022 J jnl
A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments.
CoRR
Hyungtae Lim, Suyong Yeon, Soo-Hyun Ryu, Yonghan Lee, Youngji Kim, Jaeseong Yun, Euigon Jung, Donghwan Lee, Hyun Myung
2022 J jnl
A practical framework for cyber defense generation, enforcement and evaluation.
Comput. Networks
Simon Yusuf Enoch, Chun Yong Moon, Donghwan Lee, Myung Kil Ahn, Dong Seong Kim
2022 B conf
Block Double-Submission Attack: Block Withholding Can Be Self-Destructive.
AFT
Suhyeon Lee, Donghwan Lee, Seungjoo Kim
2022 J jnl
Block Double-Submission Attack: Block Withholding Can Be Self-Destructive.
CoRR
Suhyeon Lee, Donghwan Lee, Seungjoo Kim
2022 A* conf
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints.
NeurIPS
Xinmeng Huang, Donghwan Lee, Edgar Dobriban, Hamed Hassani
2022 J jnl
Collaborative Learning of Distributions under Heterogeneity and Communication Constraints.
CoRR
Xinmeng Huang, Donghwan Lee, Edgar Dobriban, Hamed Hassani
2022 J jnl
Deep introspective SLAM: deep reinforcement learning based approach to avoid tracking failure in visual SLAM.
Auton. Robots
Kanwal Naveed, Muhammad Latif Anjum, Wajahat Hussain, Donghwan Lee
2022 J jnl
ICSTASY: An Integrated Cybersecurity Training System for Military Personnel.
IEEE Access
Donghwan Lee, Donghwa Kim, Changwon Lee, Myung Kil Ahn, Wonjun Lee
2022 J jnl
Investigating the Role of Image Retrieval for Visual Localization - An exhaustive benchmark.
CoRR
Martin Humenberger, Yohann Cabon, Noé Pion, Philippe Weinzaepfel, Donghwan Lee, Nicolas Guérin, Torsten Sattler, Gabriela Csurka
2022 J jnl
Investigating the Role of Image Retrieval for Visual Localization.
Int. J. Comput. Vis.
Martin Humenberger, Yohann Cabon, Noé Pion, Philippe Weinzaepfel, Donghwan Lee, Nicolas Guérin, Torsten Sattler, Gabriela Csurka
2022 A* conf
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning.
ICRA
Jaehoon Choi, Dongki Jung, Yonghan Lee, Deokhwa Kim, Dinesh Manocha, Donghwan Lee
2022 J jnl
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning.
CoRR
Jaehoon Choi, Dongki Jung, Yonghan Lee, Deokhwa Kim, Dinesh Manocha, Donghwan Lee
2022 J jnl
Study on Prioritization of Actions by Classifying and Quantifying Cyber Operational Elements Using 5W1H Method.
IEEE Access
Kookjin Kim, Sukjoon Yoon, Donghwan Lee, Jisoo Jang, Haengrok Oh, Dongkyoo Shin
2022 J jnl
T-Cal: An optimal test for the calibration of predictive models.
CoRR
Donghwan Lee, Xinmeng Huang, Hamed Hassani, Edgar Dobriban
2021 J jnl
Classification of Attack Types and Analysis of Attack Methods for Profiling Phishing Mail Attack Groups.
IEEE Access
Jaeil Lee, Yongjoon Lee, Donghwan Lee, Hyukjin Kwon, Dongkyoo Shin
2021 J jnl
Comparison of Depth Camera and Terrestrial Laser Scanner in Monitoring Structural Deflections.
Sensors
Michael Bekele Maru, Donghwan Lee, Kassahun Demissie Tola, Seunghee Park
2021 J jnl
Cy-Through: Toward a Cybersecurity Simulation for Supporting Live, Virtual, and Constructive Interoperability.
IEEE Access
Donghwan Lee, Donghwa Kim, Myung Kil Ahn, Wonwoo Jang, Wonjun Lee
2021 A* conf
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes.
ICCV
Dongki Jung, Jaehoon Choi, Yonghan Lee, Deokhwa Kim, Changick Kim, Dinesh Manocha, Donghwan Lee
2021 J jnl
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes.
CoRR
Dongki Jung, Jaehoon Choi, Yonghan Lee, Deokhwa Kim, Changick Kim, Dinesh Manocha, Donghwan Lee
2021 J jnl
Finite-Time Error Analysis of Asynchronous Q-Learning with Discrete-Time Switching System Models.
CoRR
Donghwan Lee
2021 A* conf
Large-Scale Localization Datasets in Crowded Indoor Spaces.
CVPR
Donghwan Lee, Soo-Hyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim, Cheolho Han, Yohann Cabon, Philippe Weinzaepfel, Nicolas Guérin, Gabriela Csurka, Martin Humenberger
2021 J jnl
Large-scale Localization Datasets in Crowded Indoor Spaces.
CoRR
Donghwan Lee, Soo-Hyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim, Cheolho Han, Yohann Cabon, Philippe Weinzaepfel, Nicolas Guérin, Gabriela Csurka, Martin Humenberger
2021 — conf
LectYS: A System for Summarizing Lecture Videos on YouTube.
IUI Companion
Taewon Yoo, Hyewon Jeong, Donghwan Lee, Hyunggu Jung
2021 A conf
Local to Global: Efficient Visual Localization for a Monocular Camera.
WACV
Sang Jun Lee, Deokhwa Kim, Sung Soo Hwang, Donghwan Lee
2021 A* conf
SelfDeco: Self-Supervised Monocular Depth Completion in Challenging Indoor Environments.
ICRA
Jaehoon Choi, Dongki Jung, Yonghan Lee, Deokhwa Kim, Dinesh Manocha, Donghwan Lee
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 J jnl
Beam Deflection Monitoring Based on a Genetic Algorithm Using Lidar Data.
Sensors
Michael Bekele Maru, Donghwan Lee, Gichun Cha, Seunghee Park
2020 J jnl
HARMer: Cyber-Attacks Automation and Evaluation.
IEEE Access
Simon Yusuf Enoch, Zhibin Huang, Chun Yong Moon, Donghwan Lee, Myung Kil Ahn, Dong Seong Kim
2020 J jnl
HARMer: Cyber-attacks Automation and Evaluation.
CoRR
Simon Yusuf Enoch, Zhibin Huang, Chun Yong Moon, Donghwan Lee, Myung Kil Ahn, Dong Seong Kim
2020 J jnl
Self-supervised Monocular Depth Estimation with Semantic-aware Depth Features.
CoRR
Jaehoon Choi, Dongki Jung, Donghwan Lee, Changick Kim
2020 J jnl
SelfDeco: Self-Supervised Monocular Depth Completion in Challenging Indoor Environments.
CoRR
Jaehoon Choi, Dongki Jung, Yonghan Lee, Deokhwa Kim, Dinesh Manocha, Donghwan Lee
2020 A conf
SpoxelNet: Spherical Voxel-based Deep Place Recognition for 3D Point Clouds of Crowded Indoor Spaces.
IROS
Min Young Chang, Suyong Yeon, Soo-Hyun Ryu, Donghwan Lee
2019 J jnl
Faster Linear Transformations in $\textsf{HElib}$ , Revisited.
IEEE Access
Jung Hee Cheon, Hyeongmin Choe, Donghwan Lee, Yongha Son
2019 C conf
Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process.
ACC
Hyung-Jin Yoon, Donghwan Lee, Naira Hovakimyan
2018 J jnl
Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process.
CoRR
Hyung-Jin Yoon, Donghwan Lee, Naira Hovakimyan
2018 J jnl
Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems.
CoRR
Hyung-Jin Yoon, Huaiyu Chen, Kehan Long, Heling Zhang, Aditya Gahlawat, Donghwan Lee, Naira Hovakimyan
2018 — conf
Primal-Dual Algorithm for Distributed Reinforcement Learning: Distributed GTD.
CDC
Donghwan Lee, Hyung-Jin Yoon, Naira Hovakimyan
2012 — conf
MTF compensation algorithm based on blind deconvolution for high-resolution remote sensing satellite.
Visual Information Processing
Jihye Lee, Joohwan Chun, Donghwan Lee
2012 J jnl
Process Variation Tolerant All-Digital 90° Phase Shift DLL for DDR3 Interface.
IEEE Trans. Circuits Syst. I Regul. Pap.
Heechai Kang, Kyungho Ryu, Dong-Hoon Jung, Donghwan Lee, Won Lee, Suho Kim, JongRyun Choi, Seong-Ook Jung
2011 J jnl
OFSA: Optimum Frame-Slotted Aloha for RFID Tag Collision Arbitration.
KSII Trans. Internet Inf. Syst.
Donghwan Lee, Jihoon Choi, Wonjun Lee
2010 — conf
Process variation tolerant all-digital multiphase DLL for DDR3 interface.
CICC
Heechai Kang, Kyungho Ryu, Donghwan Lee, Won Lee, Suho Kim, JongRyun Choi, Seong-Ook Jung
2008 J jnl
Hierarchical Markov chain analysis of an adaptive bandwidth reservation algorithm in wireless communication systems.
Perform. Evaluation
Donghwan Lee, Jin-Ghoo Choi, Changhee Joo, Saewoong Bahk
2007 Misc conf
Genetic Algorithmic Topology Control for Two-Tiered Wireless Sensor Networks.
International Conference on Computational Science (4)
Donghwan Lee, Wonjun Lee, Joongheon Kim
2007 J jnl
On the Calculation of the Maximal MOT Throughput in T-DMB.
IEEE Trans. Consumer Electron.
Jihoon Choi, Donghwan Lee, Jieun Yu, Kyunghwi Kim, Wonjun Lee
2007 J jnl
Optimal transmission policies for MOT in T-DMB.
IEEE Commun. Lett.
Donghwan Lee, Jihoon Choi, Kyunghwi Kim, Wonjun Lee, Choonhwa Lee
2002 J jnl
Performance analysis of alternate routing with trunk reservation in multirate switched networks.
Comput. Commun.
Joonhwan Kim, Donghwan Lee, Saewoong Bahk