Songkai Xue

According to our database, Songkai Xue authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Textual data bias detection and mitigation - an extensible pipeline with experimental evaluation.

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

Expert Syst. Appl., 2026

2025

Diverse Human Value Alignment for Large Language Models via Ethical Reasoning.

Jiahao Wang, Songkai Xue, Jinghui Li, Xiaozhen Wang

CoRR, November, 2025

How does overparametrization affect performance on minority groups?

Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Trans. Mach. Learn. Res., 2025

2024

Distributionally Robust Performative Prediction.

Songkai Xue, Yuekai Sun

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees.

Songkai Xue, Yuekai Sun, Mikhail Yurochkin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Statistical inference for individual fairness.

Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

A Flexible Latent Space Model for Multilayer Networks.

Xuefei Zhang, Songkai Xue, Ji Zhu

Proceedings of the 37th International Conference on Machine Learning, 2020

Auditing ML Models for Individual Bias and Unfairness.

Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020