Yuji Roh
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10)
🐣
Hot Topic Early Bird
Conferences
ICML (3)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
robust training
(2)
algorithmic fairness
(2)
domain adaptation
(1)
adversarial training
(1)
mutual information
(1)
distribution shift
(1)
sample selection
(1)
group fairness
(1)
data corruption
(1)
fair machine learning
(1)
trustworthy ai
(1)
model fairness
(1)
correlation shift
(1)
combinatorial optimization
(1)
fairness under shift
(1)
data poisoning
(1)
Papers
PFGuard: A Generative Framework with Privacy and Fairness Safeguards
ICLR 2025
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
ICML 2024
Improving Fair Training under Correlation Shifts
ICML 2023
Sample Selection for Fair and Robust Training
NIPS 2021
FairBatch: Batch Selection for Model Fairness
ICLR 2021
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training
ICML 2020