Publications

63 results for Mikhail Yurochkin

Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - et al.
- 2025
- ICML 2025
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
- - Nimrod Shabtay
  - Felipe Maia Polo
  - et al.
- 2025
- ICLR 2025
A transfer learning framework for weak to strong generalization
- - Seamus Somerstep
  - Felipe Maia Polo
  - et al.
- 2025
- ICLR 2025
Out-of-Distribution Detection using Synthetic Data Generation
- - Momin Abbas
  - Muneeza Azmat
  - et al.
- 2025
- ICLR 2025
Efficient multi-prompt evaluation of LLMs
- - Felipe Maia Polo
  - Ronald Xu
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Weak Supervision Performance Evaluation via Partial Identification
- - Felipe Maia Polo
  - Subha Maity
  - et al.
- 2024
- NeurIPS 2024
Aligners: Decoupling LLMs and Alignment
- - Mikhail Yurochkin
  - Lilian Ngweta
  - et al.
- 2024
- EMNLP 2024