Accelerating Flow Processing Middleboxes with Programmable NICs. - YoungGyoun Moon; Ilwoo Park; Seungeon Lee 001; KyoungSoo Park (APSys, 2018)

A Case for SmartNIC-accelerated Private Communication. - Duckwoo Kim; SeungEon Lee 001; KyoungSoo Park (APNet, 2020)

AccelTCP: Accelerating Network Applications with Stateful TCP Offloading. - YoungGyoun Moon; SeungEon Lee 001; Muhammad Asim Jamshed; KyoungSoo Park (NSDI, 2020)

Elsa: Energy-based Learning for Semi-supervised Anomaly Detection. - Sungwon Han 001; Hyeonho Song; SeungEon Lee 001; Sungwon Park 001; Meeyoung Cha (BMVC, 2021)

Self-explaining deep models with logic rule reasoning. - Seungeon Lee 001; Xiting Wang; Sungwon Han 001; Xiaoyuan Yi; Xing Xie 001; Meeyoung Cha (NeurIPS, 2022)

Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment. - Donghyun Ahn; Minhyuk Song; SeungEon Lee 001; Yubin Choi; Jihee Kim; Sangyoon Park; Hyunjoo Yang; Meeyoung Cha (CIKM, 2023)

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision. - Sungwon Han 001; SeungEon Lee 001; Fangzhao Wu; Sundong Kim; Chuhan Wu; Xiting Wang; Xing Xie 001; Meeyoung Cha (WWW, 2023)

Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction. - Karandeep Singh; SeungEon Lee 001; Giuseppe (Joe) Labianca; Jesse Michael Fagan; Meeyoung Cha (ACM Trans. Knowl. Discov. Data, 2023)

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model. - Sungwon Han 001; Donghyun Ahn; SeungEon Lee 001; Minhyuk Song; Sungwon Park 001; Sangyoon Park; Jihee Kim; Meeyoung Cha (CoRR, 2024)

Uncertainty-Aware Face Embedding With Contrastive Learning for Open-Set Evaluation. - Kyeongjin Ahn; SeungEon Lee 001; Sungwon Han 001; Cheng-Yaw Low; Meeyoung Cha (IEEE Trans. Inf. Forensics Secur., 2024)

Measuring Fine-Grained Urban Air Temperature with Satellite Imagery. - Minhyuk Song; Sungwon Han 001; SeungEon Lee 001; Donghyun Ahn; Jihee Kim; Meeyoung Cha (AAAI, 2025)

Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes. - Seungeon Lee 001; Nina L. Corvelo Benz; Suhas Thejaswi; Manuel Gomez-Rodriguez (CLeaR, 2025)

LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks. - Sungwon Han 001; Seungeon Lee 001; Meeyoung Cha; Sercan Ö. Arik; Jinsung Yoon (Trans. Mach. Learn. Res., 2025)

Retrieval Augmented Time Series Forecasting. - Sungwon Han 001; Seungeon Lee 001; Meeyoung Cha; Sercan Ö. Arik; Jinsung Yoon (CoRR, 2025)

Tabular Feature Discovery With Reasoning Type Exploration. - Sungwon Han 001; Sungkyu Park; Seungeon Lee 001 (CoRR, 2025)

GeoReg: Weight-Constrained Few-Shot Regression for Socio-Economic Estimation using LLM. - Kyeongjin Ahn; Sungwon Han 001; Seungeon Lee 001; Donghyun Ahn; Hyoshin Kim; Jungwon Kim; Jihee Kim; Sangyoon Park; Meeyoung Cha (CoRR, 2025)