Dongeun Lee

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 38

Top Topics

Top Venues

Publications

Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. ICLR (2024)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations. AAAI (2024)
Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. CoRR (2024)
Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Toan M. Tran, Jaesik Choi
SigFormer: Signature Transformers for Deep Hedging. ICAIF (2023)
Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Toan M. Tran, Jaesik Choi
SigFormer: Signature Transformers for Deep Hedging. CoRR (2023)
Chiho Kim, Sang-Yoon Chang, Jonghyun Kim, Dongeun Lee, Jinoh Kim
Automated, Reliable Zero-Day Malware Detection Based on Autoencoding Architecture. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Hwangyong Choi, Jeongwhan Choi, Jeehyun Hwang, Kookjin Lee, Dongeun Lee, Noseong Park
Climate modeling with neural advection-diffusion equation. Knowl. Inf. Syst. 65 (6) (2023)
Chiho Kim, Sang-Yoon Chang, Dongeun Lee, Jonghyun Kim, Kyungmin Park, Jinoh Kim
Reliable Detection of Location Spoofing and Variation Attacks. IEEE Access 11 (2023)
Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park
Operator-learning-inspired Modeling of Neural Ordinary Differential Equations. CoRR (2023)
Junhee Ryu, Dongeun Lee, Kang G. Shin, Kyungtae Kang
Fast Application Launch on Personal Computing/Communication Devices. FAST (2023)
Dongeun Lee, Kaoning Hu, Omar el Ariss, Kibum Kwon
Multiple Programming Languages for Improving Computational Thinking in CS1. SIGCSE (2) (2023)
Jaehoon Lee, Chan Kim, Gyumin Lee, Haksoo Lim, Jeongwhan Choi, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park
Time Series Forecasting with Hypernetworks Generating Parameters in Advance. CoRR (2022)
Minji Kim, Dongeun Lee, Kookjin Lee, Doowon Kim, Sangman Lee, Jinoh Kim
Deep Sequence Models for Packet Stream Analysis and Early Decisions. LCN (2022)
Kaoning Hu, Dongeun Lee, Tianyang Wang
Single Image Super-resolution using Vectorization and Texture Synthesis. VISIGRAPP (4: VISAPP) (2021)
Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park
Climate Modeling with Neural Diffusion Equations. CoRR (2021)
Chiho Kim, Sang-Yoon Chang, Jonghyun Kim, Dongeun Lee, Jinoh Kim
Zero-day Malware Detection using Threshold-free Autoencoding Architecture. IEEE BigData (2021)
Duanshun Li, Jing Liu, Dongeun Lee, Ali Seyedmazloom, Giridhar Kaushik, Kookjin Lee, Noseong Park
A Novel Method to Solve Neural Knapsack Problems. ICML (2021)
Jinsung Jeon, Dongeun Lee, Seunghyun Hwang, Soyoung Kang, Noseong Park, Duanshun Li, Kookjin Lee, Jing Liu
Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets. SDM (2021)
Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park
Climate Modeling with Neural Diffusion Equations. ICDM (2021)
Jungeun Kim, Kookjin Lee, Dongeun Lee, Sheo Yon Jhin, Noseong Park
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation. AAAI (2021)
Jungeun Kim, Kookjin Lee, Dongeun Lee, Sheo Yon Jin, Noseong Park
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation. CoRR (2020)
Chanyoung Park, Yoonsue Joe, Myounghwan Yoo, Dongeun Lee, Kyungtae Kang
Poster: Prototype of Configurable Redfish Query Proxy Module. ICNP (2020)
Kookjin Lee, Howard C. Elman, Catherine E. Powell, Dongeun Lee
Alternating Energy Minimization Methods for Multi-term Matrix Equations. CoRR (2020)
Mohammad Al Olaimat, Dongeun Lee, Youngsoo Kim, Jonghyun Kim, Jinoh Kim
A Learning-based Data Augmentation for Network Anomaly Detection. ICCCN (2020)
Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu
IDEALEM: Statistical Similarity Based Data Reduction. CoRR (2019)
Chanyoung Park, Yoonsoo Jo, Dongeun Lee, Kyungtae Kang
Change Your Cluster to Cold: Gradually Applicable and Serviceable Cold Storage Design. IEEE Access 7 (2019)
Duanshun Li, Jing Liu, Noseong Park, Dongeun Lee, Giridhar Ramachandran, Ali Seyedmazloom, Kookjin Lee, Chen Feng, Vadim Sokolov, Rajesh Ganesan
Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling. CoRR (2019)
Kyung-Joon Park, Kyungtae Kang, Qixin Wang, Dongeun Lee
Real-time Internet of things and cyber-physical systems. Trans. Emerg. Telecommun. Technol. 30 (4) (2019)
Taehoon Kim, Jaesik Choi, Dongeun Lee, Alex Sim, C. Anna Spurlock, Annika Todd, Kesheng Wu
Predicting baseline for analysis of electricity pricing. Int. J. Big Data Intell. 5 (1/2) (2018)
Jiwoong Won, Oseok Kwon, Junhee Ryu, Dongeun Lee, Kyungtae Kang
iFetcher: User-Level Prefetching Framework With File-System Event Monitoring for Linux. IEEE Access 6 (2018)
Jaemyoun Lee, Haegeon Jeong, Won-Joo Lee, Hyo-Joong Suh, Dongeun Lee, Kyungtae Kang
Advanced Primary-Backup Platform with Container-Based Automatic Deployment for Fault-Tolerant Systems. Wirel. Pers. Commun. 98 (4) (2018)
Junhee Ryu, Dongeun Lee, Kang G. Shin, Kyungtae Kang
ClusterFetch: A Lightweight Prefetcher for Intensive Disk Reads. IEEE Trans. Computers 67 (2) (2018)
J. Kade Gibson, Dongeun Lee, Jaesik Choi, Alex Sim
Dynamic Online Performance Optimization in Streaming Data Compression. IEEE BigData (2018)
Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu
Improving Statistical Similarity Based Data Reduction for Non-Stationary Data. SSDBM (2017)
Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu
Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns. DCC (2017)
Dongeun Lee, Rafael Lima, Jaesik Choi
Improving Imprecise Compressive Sensing Models. UAI (2016)
Junhee Ryu, Dongeun Lee, Changhee Han, Heonshik Shin, Kyungtae Kang
File-System-Level Storage Tiering for Faster Application Launches on Logical Hybrid Disks. IEEE Access 4 (2016)
Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu
Novel Data Reduction Based on Statistical Similarity. SSDBM (2016)
Taehoon Kim, Dongeun Lee, Jaesik Choi, Anna Spurlock, Alex Sim, Annika Todd, Kesheng Wu
Extracting Baseline Electricity Usage Using Gradient Tree Boosting. SmartCity (2015)
Dongeun Lee, Jaesik Choi
Learning Compressive Sensing Models for Big Spatio-Temporal Data. SDM (2015)
Junhee Ryu, Haksu Jeong, Dongeun Lee, Heonshik Shin, Kyungtae Kang
ClusterFetch: A Lightweight Prefetcher that Responds to Intensive Disk Read Patterns. HPCC/CSS/ICESS (2015)
Dongeun Lee, Jaesik Choi
Learning Dynamic Compressive Sensing Models. CoRR (2015)
Dongeun Lee, Junhee Ryu, Heonshik Shin
Scalable management of storage for massive quality-adjustable sensor data. Computing 97 (8) (2015)
Haksu Jeong, Junhee Ryu, Dongeun Lee, Jaemyoun Lee, Heonshik Shin, Kyungtae Kang
ClusterFetch: A Lightweight Prefetcher for General Workloads. ICPE (2015)
Changhee Han, Junhee Ryu, Dongeun Lee, Jaemyoun Lee, Kyungtae Kang, Heonshik Shin
File-system-level flash caching for improving application launch time on logical hybrid disks. IPCCC (2014)
Dongeun Lee, Jaesik Choi, Heonshik Shin
Low-complexity compressive sensing with downsampling. IEICE Electron. Express 11 (3) (2014)
Dongeun Lee, Jaesik Choi
Low complexity sensing for big spatio-temporal data. IEEE BigData (2014)
Ikjune Yoon, Dong Kun Noh, Dongeun Lee, Rony Teguh, Toshihisa Honma, Heonshik Shin
Reliable Wildfire Monitoring with Sparsely Deployed Wireless Sensor Networks. AINA (2012)
Dongeun Lee, Heonshik Shin, Eunjeong Park
Modeling Recovery Strategies in Service-Oriented Architecture Using a Markov Decision Process. HASE (2011)
Dongeun Lee, Jonghun Lee, Yonghee Lee, Heejung Lee, Heonshik Shin
Low-complexity aggregation of collected images with correlated fields of view in wireless video sensor networks. ISCC (2010)
Heejung Lee, Yonghee Lee, Jonghun Lee, Dongeun Lee, Heonshik Shin
Design of a mobile video streaming system using adaptive spatial resolution control. IEEE Trans. Consumer Electron. 55 (3) (2009)
Heejung Lee, Yonghee Lee, Jonghun Lee, Dongeun Lee, Heonshik Shin
Errata to "Design of a Mobile Video Streaming System using Adaptive Spatial Resolution Control" [Aug 09 1682-1689]. IEEE Trans. Consumer Electron. 55 (4) (2009)
Heejung Lee, Dongeun Lee, Yonghee Lee, Heonshik Shin
Luminance scalable coding using H.264/AVC SVC extensions for mobile video applications. ICME (2008)
Dongeun Lee, Yonghee Lee, Heejung Lee, Jonghun Lee, Heonshik Shin
Determining efficient bit stream extraction paths in H.264/AVC scalable video coding. ACSCC (2008)
Donggeon Noh, Dongeun Lee, Heonshik Shin
QoS-Aware Geographic Routing for Solar-Powered Wireless Sensor Networks. IEICE Trans. Commun. (12) (2007)
Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin
Low-Latency Routing for Energy-Harvesting Sensor Networks. UIC (2007)