Songkai Xue

13 papers A* 4A 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diverse Human Value Alignment for Large Language Models via Ethical Reasoning.
CoRR
Jiahao Wang, Songkai Xue, Jinghui Li, Xiaozhen Wang
2025 J jnl
How does overparametrization affect performance on minority groups?
Trans. Mach. Learn. Res.
Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
2025 J jnl
Textual Data Bias Detection and Mitigation - An Extensible Pipeline with Experimental Evaluation.
CoRR
Rebekka Görge, Sujan Sai Gannamaneni, Tabea Naeven, Hammam Abdelwahab, Héctor Allende-Cid, Armin B. Cremers, Lennard Helmer, Michael Mock, Anna Schmitz, Songkai Xue, Elif Yildirir, Maximilian Poretschkin, Stefan Wrobel
2024 A* conf
Distributionally Robust Performative Prediction.
NeurIPS
Songkai Xue, Yuekai Sun
2024 J jnl
Distributionally Robust Performative Prediction.
CoRR
Songkai Xue, Yuekai Sun
2023 J jnl
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees.
CoRR
Songkai Xue, Yuekai Sun, Mikhail Yurochkin
2022 A* conf
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees.
NeurIPS
Songkai Xue, Yuekai Sun, Mikhail Yurochkin
2022 J jnl
How does overparametrization affect performance on minority groups?
CoRR
Subha Maity, Saptarshi Roy, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
2021 A* conf
Statistical inference for individual fairness.
ICLR
Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
2021 J jnl
Statistical inference for individual fairness.
CoRR
Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
2020 A* conf
A Flexible Latent Space Model for Multilayer Networks.
ICML
Xuefei Zhang, Songkai Xue, Ji Zhu
2020 A conf
Auditing ML Models for Individual Bias and Unfairness.
AISTATS
Songkai Xue, Mikhail Yurochkin, Yuekai Sun
2020 J jnl
Auditing ML Models for Individual Bias and Unfairness.
CoRR
Songkai Xue, Mikhail Yurochkin, Yuekai Sun