Dongeun Lee

Orcid: 0000-0003-3306-1566

Affiliations:
  • Texas A&M University-Commerce, Department of Computer Science, TX, USA
  • Lawrence Berkeley National Laboratory, CA, USA (former)
  • Ulsan National Institute of Science and Technology, School of Electrical and Computer Engineering, South Korea (former)
  • Seoul National University, South Korea (PhD 2014)


According to our database1, Dongeun Lee authored at least 52 papers between 2007 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Parameterized Physics-informed Neural Networks for Parameterized PDEs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Automated, Reliable Zero-Day Malware Detection Based on Autoencoding Architecture.
IEEE Trans. Netw. Serv. Manag., September, 2023

Climate modeling with neural advection-diffusion equation.
Knowl. Inf. Syst., June, 2023

Reliable Detection of Location Spoofing and Variation Attacks.
IEEE Access, 2023

Multiple Programming Languages for Improving Computational Thinking in CS1.
Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

SigFormer: Signature Transformers for Deep Hedging.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Fast Application Launch on Personal Computing/Communication Devices.
Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

2022
Time Series Forecasting with Hypernetworks Generating Parameters in Advance.
CoRR, 2022

Deep Sequence Models for Packet Stream Analysis and Early Decisions.
Proceedings of the 47th IEEE Conference on Local Computer Networks, 2022

2021
Single Image Super-resolution using Vectorization and Texture Synthesis.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

A Novel Method to Solve Neural Knapsack Problems.
Proceedings of the 38th International Conference on Machine Learning, 2021

Climate Modeling with Neural Diffusion Equations.
Proceedings of the IEEE International Conference on Data Mining, 2021

Zero-day Malware Detection using Threshold-free Autoencoding Architecture.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Alternating Energy Minimization Methods for Multi-term Matrix Equations.
CoRR, 2020

Poster: Prototype of Configurable Redfish Query Proxy Module.
Proceedings of the 28th IEEE International Conference on Network Protocols, 2020

A Learning-based Data Augmentation for Network Anomaly Detection.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019
Real-time Internet of things and cyber-physical systems.
Trans. Emerg. Telecommun. Technol., 2019

IDEALEM: Statistical Similarity Based Data Reduction.
CoRR, 2019

Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling.
CoRR, 2019

Change Your Cluster to Cold: Gradually Applicable and Serviceable Cold Storage Design.
IEEE Access, 2019

2018
Advanced Primary-Backup Platform with Container-Based Automatic Deployment for Fault-Tolerant Systems.
Wirel. Pers. Commun., 2018

ClusterFetch: A Lightweight Prefetcher for Intensive Disk Reads.
IEEE Trans. Computers, 2018

Predicting baseline for analysis of electricity pricing.
Int. J. Big Data Intell., 2018

iFetcher: User-Level Prefetching Framework With File-System Event Monitoring for Linux.
IEEE Access, 2018

Dynamic Online Performance Optimization in Streaming Data Compression.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Improving Statistical Similarity Based Data Reduction for Non-Stationary Data.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns.
Proceedings of the 2017 Data Compression Conference, 2017

2016
File-System-Level Storage Tiering for Faster Application Launches on Logical Hybrid Disks.
IEEE Access, 2016

Improving Imprecise Compressive Sensing Models.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Novel Data Reduction Based on Statistical Similarity.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

2015
Learning Dynamic Compressive Sensing Models.
CoRR, 2015

Scalable management of storage for massive quality-adjustable sensor data.
Computing, 2015

ClusterFetch: A Lightweight Prefetcher for General Workloads.
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

Extracting Baseline Electricity Usage Using Gradient Tree Boosting.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Learning Compressive Sensing Models for Big Spatio-Temporal Data.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

ClusterFetch: A Lightweight Prefetcher that Responds to Intensive Disk Read Patterns.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014
Low-complexity compressive sensing with downsampling.
IEICE Electron. Express, 2014

File-system-level flash caching for improving application launch time on logical hybrid disks.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Low complexity sensing for big spatio-temporal data.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2012
Reliable Wildfire Monitoring with Sparsely Deployed Wireless Sensor Networks.
Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012

2011
Modeling Recovery Strategies in Service-Oriented Architecture Using a Markov Decision Process.
Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011

2010
Low-complexity aggregation of collected images with correlated fields of view in wireless video sensor networks.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

2009
Errata to "Design of a Mobile Video Streaming System using Adaptive Spatial Resolution Control" [Aug 09 1682-1689].
IEEE Trans. Consumer Electron., 2009

Design of a mobile video streaming system using adaptive spatial resolution control.
IEEE Trans. Consumer Electron., 2009

2008
Luminance scalable coding using H.264/AVC SVC extensions for mobile video applications.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Determining efficient bit stream extraction paths in H.264/AVC scalable video coding.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
QoS-Aware Geographic Routing for Solar-Powered Wireless Sensor Networks.
IEICE Trans. Commun., 2007

Low-Latency Routing for Energy-Harvesting Sensor Networks.
Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007


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