Roh, Yuji

7 publications

ICLR 2025 PFGuard: A Generative Framework with Privacy and Fairness Safeguards Soyeon Kim, Yuji Roh, Geon Heo, Steven Euijong Whang

ICML 2024 LEVI: Generalizable Fine-Tuning via Layer-Wise Ensemble of Different Views Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao

TMLR 2023 Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real and Generated Data Yuji Roh, Weili Nie, De-An Huang, Steven Euijong Whang, Arash Vahdat, Anima Anandkumar

ICML 2023 Improving Fair Training Under Correlation Shifts Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

ICLR 2021 FairBatch: Batch Selection for Model Fairness Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

NeurIPS 2021 Sample Selection for Fair and Robust Training Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh

ICML 2020 FR-Train: A Mutual Information-Based Approach to Fair and Robust Training Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh