Publications

625 results for Generative AI

When to Reason: Semantic Router for vLLM
- - Chen Wang
  - Xunzhuo Liu
  - et al.
- 2025
- NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Accelerating Material Discovery for Metal Organic Frameworks using Large Language Models
- - Sultan Alrowili
  - Mathan Kumar Eswaran
  - et al.
- 2025
- NeurIPS 2025
SafeCOMM: Investigating Safety Degradation in Fine-Tuned Telecom Large Language Models
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- NeurIPS 2025
ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- - Weiqin Chen
  - Nhan Pham
  - et al.
- 2025
- NeurIPS 2025
STRIDE: A Systematic Framework for Selecting AI Modalities—Agentic AI, AI Assistants, or LLM Calls
- - Shubhi Asthana
  - Ruchi Mahindru
  - et al.
- 2025
- NeurIPS 2025
Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
Verbalized Algorithms
- - Supriya Lall
  - Christian Farrell
  - et al.
- 2025
- NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- - Basel Shbita
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
A Data-driven ML Approach for Maximizing Performance in LLM-Adapter Serving
- - Ferran Agullo Lopez
  - Joan Oliveras Torra
  - et al.
- 2025
- NeurIPS 2025