Publications

100 results at NeurIPS 2025

Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- - Yanna Ding
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- - Herbert Woisetschläger
  - Ryan Zhang
  - et al.
- 2025
- NeurIPS 2025
Quantum Doubly Stochastic Transformers
- - Jannis Born
  - Filip Skogh
  - et al.
- 2025
- NeurIPS 2025
Musings on AI Muses: Support for Human Creativity
- - John Richards
  - Jacquelyn Martino
  - et al.
- 2025
- NeurIPS 2025
Language Model Enabled Structure Prediction from Infrared Spectra of Mixtures
- - Marvin Alberts
  - Filippo Ficarra
  - et al.
- 2025
- NeurIPS 2025
Theoretical Analysis of HyperCube Objective for Group Representation Learning
- - Ben Huh
  - Halyun Jeong
- 2025
- NeurIPS 2025
End-to-End Learning for Information Gathering
- - Rares Christian
  - Pavithra Harsha
  - et al.
- 2025
- NeurIPS 2025
Generating Stable Materials with Large Language Model Reasoning and Reinforcement Learning
- - Zhang-Wei Hong
  - Nofit Segal
  - et al.
- 2025
- NeurIPS 2025
When to Reason: Semantic Router for vLLM
- - Chen Wang
  - Xunzhuo Liu
  - et al.
- 2025
- NeurIPS 2025
MEAL: A Multi-dimensional Evaluation of Alignment Techniques for LLMs
- - Muneeza Azmat
  - Momin Abbas
  - et al.
- 2025
- NeurIPS 2025