Publications

117 results for AI for Code

SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
AutoPDL: Automatic Prompt Optimization for LLM Agents
- - Claudio Spiess
  - Mandana Vaziri
  - et al.
- 2025
- AutoML 2025
Bootstrapping Learned Cost Models with Synthetic SQL Queries
- - Michael Nidd
  - Christoph Miksovic Czasch
  - et al.
- 2025
- VLDB 2025
Learnable Channel Converter for Multi-Spectral Image to RGB Visualization using a Vision-Text Model
- - Haoxiang Qiu
  - Tomoya Sakai
  - et al.
- 2025
- IGARSS 2025
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
- - Antonino Angi
  - Liubov Nedoshivina
  - et al.
- 2025
- ACL 2025
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages
- - Mehant Kammakomati
  - Sameer Pimparkhede
  - et al.
- 2025
- ACL 2025
Otter: Generating Tests from Issues to Validate SWE Patches
- - Toufique Ahmed
  - Jatin Ganhotra
  - et al.
- 2025
- ICML 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
- - Maohao Shen
  - Guangtao Zeng
  - et al.
- 2025
- ICML 2025
Representing Prompting Patterns with PDL: Compliance Agent Case Study
- - Mandana Vaziri
  - Louis Mandel
  - et al.
- 2025
- ICML 2025
Agentic Multi-Modal LLMs for Software Comprehension: Structuring Code Summarization with Business Process
- - Srikanth Tamilselvam
  - Ashita Saxena
- 2025
- SSE 2025