Dongkyu Lee

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 50

Top Topics

Simulation Platform

Knowledge Integration

Autonomous Driving

Top Venues

Adv. Eng. Softw.

Publications

Thanh T. Banh, Qui X. Lieu, Joowon Kang, Youngkyu Ju, Soomi Shin, Dongkyu Lee
A novel robust stress-based multimaterial topology optimization model for structural stability framework using refined adaptive continuation method. Eng. Comput. 40 (2) (2024)
Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald, Jens Lehmann
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources. CoRR (2024)
Minho Oh, Gunhee Shin, Seoyeon Jang, Seungjae Lee, Dongkyu Lee, Wonho Song, Byeongho Yu, Hyungtae Lim, Jaeyoung Lee, Hyun Myung
B-TMS: Bayesian Traversable Terrain Modeling and Segmentation Across 3D LiDAR Scans and Maps for Enhanced Off-Road Navigation. IV (2024)
Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald, Jens Lehmann
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources. ACL (Findings) (2024)
Minho Oh, Gunhee Shin, Seoyeon Jang, Seungjae Lee, Dongkyu Lee, Wonho Song, Byeongho Yu, Hyungtae Lim, Jaeyoung Lee, Hyun Myung
B-TMS: Bayesian Traversable Terrain Modeling and Segmentation Across 3D LiDAR Scans and Maps for Enhanced Off-Road Navigation. CoRR (2024)
Minh-Ngoc Nguyen, Dongkyu Lee
Design of the multiphase material structures with mass, stiffness, stress, and dynamic criteria via a modified ordered SIMP topology optimization. Adv. Eng. Softw. 189 (2024)
Seunghyun Park, Dongkyu Lee, Daejin Park
Tcl-based Simulation Platform for Light-weight ResNet Implementation. ISOCC (2023)
Dongkyu Lee, Gyeonghun Kim, Janghoon Han, Taesuk Hong, Yireun Kim, Stanley Jungkyu Choi, Nevin L. Zhang
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration. ACL (Findings) (2023)
Dongkyu Lee, Junho Song
Risk-informed operation and maintenance of complex lifeline systems using parallelized multi-agent deep Q-network. Reliab. Eng. Syst. Saf. 239 (2023)
Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation. CoRR (2022)
Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang
Semi-Supervised Lifelong Language Learning. EMNLP (Findings) (2022)
Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. EMNLP (2022)
Eungchang Mason Lee, Sungwook Jung, Seungwon Song, Duckyu Choi, Dongkyu Lee, Seunghyun Lee, Seoktae Kim, Hyun Myung
CEO-MLCPP: Control-Efficient and Obstacle-Aware Multi-Layer Coverage Path Planner for 3D Reconstruction with UAVs. RiTA (2022)
Dongkyu Lee, Eungchang Mason Lee, Hyungtae Lim, Seungwon Song, Hyun Myung
FARO-Tracker: Fast and Robust Target Tracking System for UAVs in Urban Environment. RiTA (2022)
Dongkyu Lee, Seok-Cheol Kee
Efficient Camera-LiDAR Calibration Using Accumulated LiDAR Frames. IEEE Access 10 (2022)
Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation. EMNLP (2022)
Dongkyu Lee, Eungchang Mason Lee, Duckyu Choi, Junho Choi, Christian Tirtawardhana, Hyun Myung
M-BRIC: Design of Mass-driven Bi-Rotor with RL-based Intelligent Controller. UR (2022)
Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin L. Zhang
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. CoRR (2022)
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. ACL (1) (2022)
Nguyen Minh Ngoc, Van-Nam Hoang, Dongkyu Lee
Concurrent topology optimization of coated structure for non-homogeneous materials under buckling criteria. Eng. Comput. 38 (6) (2022)
Sunwoo Lee, Dongkyu Lee, Seok-Cheol Kee
Deep-Learning-Based Parking Area and Collision Risk Area Detection Using AVM in Autonomous Parking Situation. Sensors 22 (5) (2022)
Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. CoRR (2022)
Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Haiyang Yu, Yongbin Li, Nevin L. Zhang
Semi-Supervised Lifelong Language Learning. CoRR (2022)
Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory. EMNLP (Findings) (2022)
Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization. CoRR (2021)
Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization. ACL/IJCNLP (1) (2021)
Dongkyu Lee, Moon Gi Seok, Daejin Park
On-Demand Remote Software Code Execution Unit Using On-Chip Flash Memory Cloudification for IoT Environment Acceleration. J. Inf. Process. Syst. 17 (1) (2021)
Seungmin Lee, Dongkyu Lee, Daejin Park
Binary Classification for Linear Approximated ECG Signal in IoT Embedded Edge Device. ICUFN (2021)
Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks. AAAI (2021)
Dongkyu Lee, Seungmin Lee, Daejin Park
FPGA-based Cloudification of ECG Signal Diagnosis Acceleration. ICUFN (2021)
Byeongjun Yu, Dongkyu Lee, Jae-Seol Lee, Seok-Cheol Kee
Free Space Detection Using Camera-LiDAR Fusion in a Bird's Eye View Plane. Sensors 21 (22) (2021)
Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks. CoRR (2021)
Dongkyu Lee, Deawook Kim, Jounghyuk Han, Jongsu Yun, Kang-Ho Lee, Gyu Man Kim, Ohwon Kwon, Jaejong Lee
Integrated, Automated, Fast PCR System for Point-Of-Care Molecular Diagnosis of Bacterial Infection. Sensors 21 (2) (2021)
Dongkyu Lee, Seungmin Lee, Sejong Oh, Daejin Park
Energy-Efficient FPGA Accelerator With Fidelity-Controllable Sliding-Region Signal Processing Unit for Abnormal ECG Diagnosis on IoT Edge Devices. IEEE Access 9 (2021)
Dongkyu Lee, Seungmin Lee, Daejin Park
Efficient Signal Processing Acceleration using OpenCL-based FPGA-GPU Hybrid Cooperation for Reconfigurable ECG Diagnosis. ISOCC (2021)
Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. ACL (2020)
Sanghoon Lee, Dongkyu Lee, Pyung Choi, Daejin Park
Accuracy-Power Controllable LiDAR Sensor System with 3D Object Recognition for Autonomous Vehicle. Sensors 20 (19) (2020)
Donghoon Chang, Vinjohn V. Chirakkal, Shubham Goswami, Munawar Hasan, Taekwon Jung, Jinkeon Kang, Seok-Cheol Kee, Dongkyu Lee, Ajit Pratap Singh
Multi-lane Detection Using Instance Segmentation and Attentive Voting. CoRR (2020)
Dongkyu Lee, Hyeongyun Moon, Sejong Oh, Daejin Park
mIoT: Metamorphic IoT Platform for On-Demand Hardware Replacement in Large-Scaled IoT Applications. Sensors 20 (12) (2020)
Quoc Hoan Doan, Dongkyu Lee, Jaehong Lee, Joowon Kang
Multi-material structural topology optimization with decision making of stiffness design criteria. Adv. Eng. Informatics 45 (2020)
Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. CoRR (2020)
Seoung-Jun Oh, Dongkyu Lee
Maximum A Posteriori Estimation-based Adaptive Search Range Decision for Accelerating HEVC Motion Estimation on GPU. KSII Trans. Internet Inf. Syst. 13 (9) (2019)
Dongkyu Lee, Jeonghun Cho, Daejin Park
Efficient Partitioning of On-Cloud Remote Executable Code and On-Chip Software for Complex-Connected IoT. BigComp (2019)
Kang-Ho Lee, Yeong-Eun Kwon, Hyukjin Lee, Yongkoo Lee, Joonho Seo, Ohwon Kwon, Shin-Won Kang, Dongkyu Lee
Active Body Pressure Relief System with Time-of-Flight Optical Pressure Sensors for Pressure Ulcer Prevention. Sensors 19 (18) (2019)
Kang-Ho Lee, Dongkyu Lee, Jongsu Yoon, Ohwon Kwon, Jaejong Lee
A Sensitive Potentiometric Sensor for Isothermal Amplification-Coupled Detection of Nucleic Acids. Sensors 18 (7) (2018)
Hyeongrae Kim, Dongkyu Lee, Jeonghun Cho, Daejin Park
Software execution freeze-safe microcontroller using power profile tracking for IoT-driven connected services. WF-IoT (2018)
Dongkyu Lee, Jeonghun Cho, Daejin Park
Interactive simulation platform using processing-based visualization for safe collision-free autonomous driving development. DSC (2017)
Dongkyu Lee, Jaehong Lee, Quoc Hoan Doan
Multi-layered UL700 arch-grid module with inelastic buckling for localized reinforcement of soft ground. Adv. Eng. Softw. 110 (2017)
Seonggun Joe, Dongkyu Lee, Byungjeon Kang, Jong-Oh Park, Byungkyu Kim
Micro tattooing mechanism for the capsule endoscope. URAI (2017)
Quoc Hoan Doan, Dongkyu Lee
Optimum topology design of multi-material structures with non-spurious buckling constraints. Adv. Eng. Softw. 114 (2017)
Valeria Toffoli, Sergio Carrato, Dongkyu Lee, Sangmin Jeon, Marco Lazzarino
Heater-Integrated Cantilevers for Nano-Samples Thermogravimetric Analysis. Sensors 13 (12) (2013)
Dowon Kim, Dongkyu Lee, Byungkyu Kim, Bo-In Lee
A self-propelled robotic colonoscope using elastic caterpillars. ISR (2013)
Dongkyu Lee, Sonya S. Kwak, Myungsuk Kim
Applicatioon of Biological Signal to the Expressions of Robotic Emotions. RO-MAN (2007)
Dongkyu Lee, Kyungsook Han
A Genetic Algorithm for Inferring Pseudoknotted RNA Structures from Sequence Data. Discovery Science (2003)
Dongkyu Lee, Kyungsook Han
A Genetic Algorithm for Predicting RNA Pseudoknot Structures. International Conference on Computational Science (2003)
Kyungsook Han, Dongkyu Lee
Web-Based Intelligent Call Center for an Intensive Care Unit. Web Intelligence (2001)