Publications

KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- - Gholamali Aminian
  - Amir R Asadi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- - Aleksandar Terzic
  - Nicolas Menet
  - et al.
- 2025
- NeurIPS 2025
Conference paper
RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
- - Kaiwen Zha
  - Zhengqi Gao
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Flick: Empowering Federated Learning with Commonsense Knowledge
- - Ran Zhu
  - Mingkun Yang
  - et al.
- 2025
- NeurIPS 2025
Conference paper
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- - Herbert Woisetschläger
  - Ryan Zhang
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Scalable Evaluation and Neural Models for Compositional Generalization
- - Giacomo Camposampiero
  - Pietro Barbiero
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation
- - Cécile Rousseau
  - Tobia Boschi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve
- - Yuanzhe Liu
  - Ryan Deng
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Analog Foundation Models
- - Julian Büchel
  - Iason Chalas
  - et al.
- 2025
- NeurIPS 2025
Conference paper