Publications

22 results at NeurIPS 2025

STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
- - Yinfang Chen
  - Jiaqi Pan
  - et al.
- 2025
- NeurIPS 2025
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
- - Christodoulos Constantinides
  - Dhaval Patel
  - et al.
- 2025
- NeurIPS 2025
RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
- - Kaiwen Zha
  - Zhengqi Gao
  - et al.
- 2025
- NeurIPS 2025
Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - 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
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- - Yanna Ding
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation
- - Cécile Rousseau
  - Tobia Boschi
  - et al.
- 2025
- NeurIPS 2025
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- - Aleksandar Terzic
  - Nicolas Menet
  - et al.
- 2025
- NeurIPS 2025
Fair Continuous Resource Allocation with Equality of Impact
- - Blossom Metevier
  - Dennis Wei
  - et al.
- 2025
- NeurIPS 2025
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- - Gholamali Aminian
  - Amir R Asadi
  - et al.
- 2025
- NeurIPS 2025