Publications

656 results for Generative AI

Improving Large Language Models for Programmatic Text Understanding via Iterative Instruction Refinement
- - Lecheng Yan
  - Chenyang Lyu
  - et al.
- 2025
- ICIC 2025
Conference paper
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Conference paper
Agentic AI for bioinformatics workflows
- - Jennifer Kelly
  - Ashley Evans
  - et al.
- 2025
- ISMB 2025
Poster
BioVERSE: A Modular Framework for Integrating Biomedical Modalities with Language Models in Precision Medicine
- - Ching-Huei Tsou
  - Michal Ozery-Flato
  - et al.
- 2025
- ISMB 2025
Poster
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
- - Chen-chia Chang
  - Wan-hsuan Lin
  - et al.
- 2025
- ICML 2025
Conference paper
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Conference paper
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
Conference paper
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - et al.
- 2025
- ICML 2025
Conference paper
AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - et al.
- 2025
- ICML 2025
Conference paper
M+: Extending MemoryLLM with Scalable Long-Term Memory
- - Yu Wang
  - Dmitry Krotov
  - et al.
- 2025
- ICML 2025
Conference paper