SeungEon Lee

According to our database, SeungEon Lee authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GeoReg: Weight-Constrained Few-Shot Regression for Socio-Economic Estimation using LLM.

Kyeongjin Ahn, Sungwon Han, Seungeon Lee, Donghyun Ahn, Hyoshin Kim, Jungwon Kim, Jihee Kim, Sangyoon Park, Meeyoung Cha

CoRR, July, 2025

Tabular Feature Discovery With Reasoning Type Exploration.

Sungwon Han, Sungkyu Park, Seungeon Lee

CoRR, June, 2025

LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks.

Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan Ö. Arik, Jinsung Yoon

Trans. Mach. Learn. Res., 2025

Retrieval Augmented Time Series Forecasting.

Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan Ö. Arik, Jinsung Yoon

Proceedings of the Forty-second International Conference on Machine Learning, 2025

LLM-Driven Socio-Economic Estimation for Visegrád Countries.

Donghyun Ahn, Sumin Lee, Donggyu Lee, Jungwon Kim, Sungwon Han, SeungEon Lee, Younhyung Chae, Jihee Kim, Meeyoung Cha

Proceedings of the 2025 International Conference on Information Technology for Social Good, 2025

Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes.

Seungeon Lee, Nina L. Corvelo Benz, Suhas Thejaswi, Manuel Gomez-Rodriguez

Proceedings of the Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025., 2025

Measuring Fine-Grained Urban Air Temperature with Satellite Imagery.

Minhyuk Song, Sungwon Han, SeungEon Lee, Donghyun Ahn, Jihee Kim, Meeyoung Cha

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Uncertainty-Aware Face Embedding With Contrastive Learning for Open-Set Evaluation.

Kyeongjin Ahn, SeungEon Lee, Sungwon Han, Cheng-Yaw Low, Meeyoung Cha

IEEE Trans. Inf. Forensics Secur., 2024

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model.

Sungwon Han, Donghyun Ahn, SeungEon Lee, Minhyuk Song, Sungwon Park, Sangyoon Park, Jihee Kim, Meeyoung Cha

CoRR, 2024

2023

Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction.

Karandeep Singh, SeungEon Lee, Giuseppe (Joe) Labianca, Jesse Michael Fagan, Meeyoung Cha

ACM Trans. Knowl. Discov. Data, July, 2023

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision.

Sungwon Han, SeungEon Lee, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie, Meeyoung Cha

Proceedings of the ACM Web Conference 2023, 2023

Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment.

Donghyun Ahn, Minhyuk Song, SeungEon Lee, Yubin Choi, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Self-explaining deep models with logic rule reasoning.

Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Elsa: Energy-based Learning for Semi-supervised Anomaly Detection.

Sungwon Han, Hyeonho Song, SeungEon Lee, Sungwon Park, Meeyoung Cha

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

AccelTCP: Accelerating Network Applications with Stateful TCP Offloading.

YoungGyoun Moon, SeungEon Lee, Muhammad Asim Jamshed, KyoungSoo Park

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

A Case for SmartNIC-accelerated Private Communication.

Duckwoo Kim, SeungEon Lee, KyoungSoo Park

Proceedings of the APNet '20: 4th Asia-Pacific Workshop on Networking, 2020

2018

Accelerating Flow Processing Middleboxes with Programmable NICs.

YoungGyoun Moon, Ilwoo Park, Seungeon Lee, KyoungSoo Park

Proceedings of the 9th Asia-Pacific Workshop on Systems, 2018