| 2025 | ICLR | Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning. | Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Duc Nguyen, Toan M. Tran, David Leo Wright Hall, Cheongwoong Kang, Jaesik Choi |
| 2025 | ITiCSE | Multilingual Game Programming to Enhance Computational Thinking in CS0. | Dongeun Lee, Omar el Ariss, Kaoning Hu, Kibum Kwon |
| 2025 | ITiCSE | Fostering Computational Thinking in CS1 through Multilingual Game Development. | Dongeun Lee, Omar el Ariss, Kaoning Hu, Kibum Kwon, Jonathan Tapia |
| 2024 | AAAI | Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations. | Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park |
| 2024 | ICLR | PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images. | Jinsung Jeon, Hyundong Jin, Jonghyun Choi, Sanghyun Hong, Dongeun Lee, Kookjin Lee, Noseong Park |
| 2024 | ICML | Parameterized Physics-informed Neural Networks for Parameterized PDEs. | Woojin Cho, Minju Jo, Haksoo Lim, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park |
| 2023 | FAST | Fast Application Launch on Personal Computing/Communication Devices. | Junhee Ryu, Dongeun Lee, Kang G. Shin, Kyungtae Kang |
| 2023 | SIGCSE | Multiple Programming Languages for Improving Computational Thinking in CS1. | Dongeun Lee, Kaoning Hu, Omar el Ariss, Kibum Kwon |
| 2022 | LCN | Deep Sequence Models for Packet Stream Analysis and Early Decisions. | Minji Kim, Dongeun Lee, Kookjin Lee, Doowon Kim, Sangman Lee, Jinoh Kim |
| 2021 | AAAI | DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation. | Jungeun Kim, Kookjin Lee, Dongeun Lee, Sheo Yon Jhin, Noseong Park |
| 2021 | ICDM | Climate Modeling with Neural Diffusion Equations. | Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park |
| 2021 | ICML | A Novel Method to Solve Neural Knapsack Problems. | Duanshun Li, Jing Liu, Dongeun Lee, Ali Seyedmazloom, Giridhar Kaushik, Kookjin Lee, Noseong Park |
| 2021 | SDM | Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets. | Jinsung Jeon, Dongeun Lee, Seunghyun Hwang, Soyoung Kang, Noseong Park, Duanshun Li, Kookjin Lee, Jing Liu |
| 2020 | ICCCN | A Learning-based Data Augmentation for Network Anomaly Detection. | Mohammad Al Olaimat, Dongeun Lee, Youngsoo Kim, Jonghyun Kim, Jinoh Kim |
| 2020 | ICNP | Poster: Prototype of Configurable Redfish Query Proxy Module. | Chanyoung Park, Yoonsue Joe, Myounghwan Yoo, Dongeun Lee, Kyungtae Kang |
| 2017 | DCC | Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns. | Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu |
| 2017 | SSDBM | Improving Statistical Similarity Based Data Reduction for Non-Stationary Data. | Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu |
| 2016 | UAI | Improving Imprecise Compressive Sensing Models. | Dongeun Lee, Rafael Lima, Jaesik Choi |
| 2016 | SSDBM | Novel Data Reduction Based on Statistical Similarity. | Dongeun Lee, Alex Sim, Jaesik Choi, Kesheng Wu |
| 2015 | HPCC | ClusterFetch: A Lightweight Prefetcher that Responds to Intensive Disk Read Patterns. | Junhee Ryu, Haksu Jeong, Dongeun Lee, Heonshik Shin, Kyungtae Kang |
| 2015 | SDM | Learning Compressive Sensing Models for Big Spatio-Temporal Data. | Dongeun Lee, Jaesik Choi |
| 2014 | IPCCC | File-system-level flash caching for improving application launch time on logical hybrid disks. | Changhee Han, Junhee Ryu, Dongeun Lee, Jaemyoun Lee, Kyungtae Kang, Heonshik Shin |
| 2012 | AINA | Reliable Wildfire Monitoring with Sparsely Deployed Wireless Sensor Networks. | Ikjune Yoon, Dong Kun Noh, Dongeun Lee, Rony Teguh, Toshihisa Honma, Heonshik Shin |
| 2010 | ISCC | Low-complexity aggregation of collected images with correlated fields of view in wireless video sensor networks. | Dongeun Lee, Jonghun Lee, Yonghee Lee, Heejung Lee, Heonshik Shin |
| 2008 | ACSSC | Determining efficient bit stream extraction paths in H.264/AVC scalable video coding. | Dongeun Lee, Yonghee Lee, Heejung Lee, Jonghun Lee, Heonshik Shin |
| 2007 | UIC | Low-Latency Routing for Energy-Harvesting Sensor Networks. | Hyuntaek Kwon, Donggeon Noh, Junu Kim, Joonho Lee, Dongeun Lee, Heonshik Shin |
| 2006 | ACIVS | A Robust Watermarking Algorithm Using Attack Pattern Analysis. | Dongeun Lee, Taekyung Kim, Seongwon Lee, Joon Ki Paik |
| 2006 | ICCS | Active Shape Model-Based Object Tracking in Panoramic Video. | Daehee Kim, Vivek Maik, Dongeun Lee, Jeongho Shin, Joon Ki Paik |