발행물

전체 논문

58

51

Improving Fair Training under Correlation Shifts [Talk][Slides]
Y. Roh, K. Lee, S. E. Whang, C. Suh
ICML, 2023

52

Redactor: A Data-centric and Individualized Defense Against Inference Attacks [Talk]
G. Heo, S. E. Whang
37th AAAI Conference on Artificial Intelligence (AAAI), 2023

53

XClusters: Explainability-first Clustering [Talk]
H. Hwang, S. E. Whang
37th AAAI Conference on Artificial Intelligence (AAAI), 2023

54

iFlipper: Label Flipping for Individual Fairness [Talk][Slides]
H. Zhang, K. Tae, J. Park, X. Chu, S. E. Whang
SIGMOD, 2023

55

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
Y. Roh, Q. Liu, H. Gui, Z. Yuan, Y. Tang, S. E. Whang, L. Liu, S. Bi, L. Hong, E. H. Chi, Z. Zhao
ICML, 2024

56

Quilt: Robust Data Segment Selection against Concept Drifts
M. Kim, S. Hwang, S. E. Whang
AAAI, 2024

57

Special Issue on Data-centric Responsible AI
S. E. Whang
IEEE Data Engineering Bulletin, 2024

58

Data Analytics: Integration and Privacy
S. E. Whang
2012.06