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ORCIDDongeun Lee 0001
Person information
- affiliation: Texas A&M University-Commerce, Department of Computer Science, TX, USA
- affiliation (former): Lawrence Berkeley National Laboratory, CA, USA
- affiliation (former): Ulsan National Institute of Science and Technology, School of Electrical and Computer Engineering, South Korea
- affiliation (PhD 2014): Seoul National University, South Korea
Other persons with the same name
- Dongeun Lee 0002 — Chung-Ang University, Graduate School of Advanced Imaging Science, Multimedia, and Film, Seoul, South Korea
- Dongeun Lee 0003 — LG CNS Co., Ltd., Information Technology Research Center, Seoul, South Korea
- Dongeun Lee 0004
![[0000-0002-2057-5261]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-2057-5261")
— Kyungpook National University, School of Medicine, Daegu, South Korea - Dongeun Lee 0005 — Hanyang University, Seoul, South Korea
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2020 – today
- 2024
[c32]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: 11543-11551- [c31]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 - [c30]Woojin Cho, Minju Jo, Haksoo Lim, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park:
Parameterized Physics-informed Neural Networks for Parameterized PDEs. ICML 2024 - [i11]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 abs/2402.12721 (2024) - [i10]Woojin Cho, Minju Jo, Haksoo Lim, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park:
Parameterized Physics-informed Neural Networks for Parameterized PDEs. CoRR abs/2408.09446 (2024) - 2023
- [j15]Chiho Kim, Sang-Yoon Chang, Dongeun Lee, Jonghyun Kim, Kyungmin Park, Jinoh Kim:
Reliable Detection of Location Spoofing and Variation Attacks. IEEE Access 11: 10813-10825 (2023) - [j14]Hwangyong Choi, Jeongwhan Choi, Jeehyun Hwang, Kookjin Lee, Dongeun Lee, Noseong Park:
Climate modeling with neural advection-diffusion equation. Knowl. Inf. Syst. 65(6): 2403-2427 (2023) - [j13]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): 3900-3914 (2023) - [c29]Junhee Ryu, Dongeun Lee, Kang G. Shin, Kyungtae Kang:
Fast Application Launch on Personal Computing/Communication Devices. FAST 2023: 425-440 - [c28]Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Toan M. Tran, Jaesik Choi:
SigFormer: Signature Transformers for Deep Hedging. ICAIF 2023: 124-132 - [c27]Dongeun Lee, Kaoning Hu, Omar el Ariss, Kibum Kwon:
Multiple Programming Languages for Improving Computational Thinking in CS1. SIGCSE (2) 2023: 1377 - [i9]Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Toan M. Tran, Jaesik Choi:
SigFormer: Signature Transformers for Deep Hedging. CoRR abs/2310.13369 (2023) - [i8]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 abs/2312.10274 (2023) - 2022
- [c26]Minji Kim, Dongeun Lee, Kookjin Lee, Doowon Kim, Sangman Lee, Jinoh Kim:
Deep Sequence Models for Packet Stream Analysis and Early Decisions. LCN 2022: 56-63 - [i7]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 abs/2211.12034 (2022) - 2021
- [c25]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: 8146-8154 - [c24]Chiho Kim, Sang-Yoon Chang, Jonghyun Kim, Dongeun Lee, Jinoh Kim:
Zero-day Malware Detection using Threshold-free Autoencoding Architecture. IEEE BigData 2021: 1279-1284 - [c23]Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park:
Climate Modeling with Neural Diffusion Equations. ICDM 2021: 230-239 - [c22]Duanshun Li, Jing Liu, Dongeun Lee, Ali Seyedmazloom, Giridhar Kaushik, Kookjin Lee, Noseong Park:
A Novel Method to Solve Neural Knapsack Problems. ICML 2021: 6414-6424 - [c21]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: 711-719 - [c20]Kaoning Hu, Dongeun Lee, Tianyang Wang:
Single Image Super-resolution using Vectorization and Texture Synthesis. VISIGRAPP (4: VISAPP) 2021: 512-519 - [i6]Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park:
Climate Modeling with Neural Diffusion Equations. CoRR abs/2111.06011 (2021) - 2020
- [c19]Mohammad Al Olaimat, Dongeun Lee, Youngsoo Kim, Jonghyun Kim, Jinoh Kim:
A Learning-based Data Augmentation for Network Anomaly Detection. ICCCN 2020: 1-10 - [c18]Chanyoung Park, Yoonsue Joe, Myounghwan Yoo, Dongeun Lee, Kyungtae Kang:
Poster: Prototype of Configurable Redfish Query Proxy Module. ICNP 2020: 1-2 - [i5]Kookjin Lee, Howard C. Elman, Catherine E. Powell, Dongeun Lee:
Alternating Energy Minimization Methods for Multi-term Matrix Equations. CoRR abs/2006.08531 (2020) - [i4]Jungeun Kim, Kookjin Lee, Dongeun Lee, Sheo Yon Jin, Noseong Park:
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation. CoRR abs/2012.02681 (2020)
2010 – 2019
- 2019
- [j12]Chanyoung Park, Yoonsoo Jo, Dongeun Lee, Kyungtae Kang:
Change Your Cluster to Cold: Gradually Applicable and Serviceable Cold Storage Design. IEEE Access 7: 110216-110226 (2019) - [j11]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) - [i3]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 abs/1906.05929 (2019) - [i2]Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu:
IDEALEM: Statistical Similarity Based Data Reduction. CoRR abs/1911.06980 (2019) - 2018
- [j10]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: 46213-46226 (2018) - [j9]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): 3-20 (2018) - [j8]Junhee Ryu, Dongeun Lee, Kang G. Shin, Kyungtae Kang:
ClusterFetch: A Lightweight Prefetcher for Intensive Disk Reads. IEEE Trans. Computers 67(2): 284-290 (2018) - [j7]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): 3177-3194 (2018) - [c17]J. Kade Gibson, Dongeun Lee, Jaesik Choi, Alex Sim:
Dynamic Online Performance Optimization in Streaming Data Compression. IEEE BigData 2018: 534-541 - 2017
- [c16]Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu:
Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns. DCC 2017: 445 - [c15]Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu:
Improving Statistical Similarity Based Data Reduction for Non-Stationary Data. SSDBM 2017: 37:1-37:6 - 2016
- [j6]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: 3688-3696 (2016) - [c14]Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu:
Novel Data Reduction Based on Statistical Similarity. SSDBM 2016: 21:1-21:12 - [c13]Dongeun Lee, Rafael Lima, Jaesik Choi:
Improving Imprecise Compressive Sensing Models. UAI 2016 - 2015
- [j5]Dongeun Lee, Junhee Ryu, Heonshik Shin:
Scalable management of storage for massive quality-adjustable sensor data. Computing 97(8): 769-793 (2015) - [c12]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: 1051-1056 - [c11]Dongeun Lee, Jaesik Choi:
Learning Compressive Sensing Models for Big Spatio-Temporal Data. SDM 2015: 667-675 - [c10]Taehoon Kim, Dongeun Lee, Jaesik Choi, Anna Spurlock, Alex Sim, Annika Todd, Kesheng Wu:
Extracting Baseline Electricity Usage Using Gradient Tree Boosting. SmartCity 2015: 734-741 - [c9]Haksu Jeong, Junhee Ryu, Dongeun Lee, Jaemyoun Lee, Heonshik Shin, Kyungtae Kang:
ClusterFetch: A Lightweight Prefetcher for General Workloads. ICPE 2015: 99-100 - [i1]Dongeun Lee, Jaesik Choi:
Learning Dynamic Compressive Sensing Models. CoRR abs/1502.04538 (2015) - 2014
- [j4]Dongeun Lee, Jaesik Choi, Heonshik Shin:
Low-complexity compressive sensing with downsampling. IEICE Electron. Express 11(3): 20130947 (2014) - [c8]Dongeun Lee, Jaesik Choi:
Low complexity sensing for big spatio-temporal data. IEEE BigData 2014: 323-328 - [c7]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: 1-2 - 2012
- [c6]Ikjune Yoon, Dong Kun Noh, Dongeun Lee, Rony Teguh, Toshihisa Honma, Heonshik Shin:
Reliable Wildfire Monitoring with Sparsely Deployed Wireless Sensor Networks. AINA 2012: 460-466 - 2011
- [c5]Dongeun Lee, Heonshik Shin, Eunjeong Park:
Modeling Recovery Strategies in Service-Oriented Architecture Using a Markov Decision Process. HASE 2011: 285-290 - 2010
- [c4]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: 765-771
2000 – 2009
- 2009
- [j3]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): 1682-1689 (2009) - [j2]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): 2445 (2009) - 2008
- [c3]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: 2233-2237 - [c2]Heejung Lee, Dongeun Lee, Yonghee Lee, Heonshik Shin:
Luminance scalable coding using H.264/AVC SVC extensions for mobile video applications. ICME 2008: 1025-1028 - 2007
- [j1]Donggeon Noh, Dongeun Lee, Heonshik Shin:
QoS-Aware Geographic Routing for Solar-Powered Wireless Sensor Networks. IEICE Trans. Commun. 90-B(12): 3373-3382 (2007) - [c1]Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin:
Low-Latency Routing for Energy-Harvesting Sensor Networks. UIC 2007: 422-433
Coauthor Index
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