ML Anthology

Kang, Sungmin

2 publications

ICLR 2026 Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering Yavuz Faruk Bakman, Sungmin Kang, Zhiqi Huang, Duygu Nur Yaldiz, Catarina G Belém, Chenyang Zhu, Anoop Kumar, Alfy Samuel, Daben Liu, Salman Avestimehr, Sai Praneeth Karimireddy
NeurIPS 2025 Layer-Wise Update Aggregation with Recycling for Communication-Efficient Federated Learning Jisoo Kim, Sungmin Kang, Sunwoo Lee