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Agint: Agentic Graph Compilation for Software Engineering Agents
Abhiram Chivukula, Jay Somasundaram, Vijay Somasundaram
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
Shashank Kirtania, Naman Gupta, Priyanshu Gupta, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy Iyengar, Arjun Radhakrishna, Sriram K. Rajamani, Gustavo Soares
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Adapting Language Models for Low-Resource Programming Languages
Ananya Singha, Mukul Singh, Hosein Hasanbeig, Arjun Radhakrishna, Sumit Gulwani
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
DuoLens: A Framework for Robust Detection of Machine-Generated Multilingual Text and Code
Shriyansh Agrawal, Aidan Lau, Sanyam Shah, Ahan M R, Kevin Zhu, Sunishchal Dev, Vasu Sharma
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Good-Enough Structured Generation: A Case Study on JSON Schema
Ivan Lee, Loris D'Antoni, Taylor Berg-Kirkpatrick
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Zhenghai Xue, Longtao Zheng, Qian Liu, Yingru Li, Xiaosen Zheng, Zejun MA, Bo An
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
pydra: Probing Code Representations With Synthetic Clones and Bugs
Ellie Kitanidis, Cole J Hunter
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Beyond Accuracy: Realistic and Diagnostic Evaluation of Code Generation Models
Pareesa Ameneh Golnari, Adarsh Kumarappan, Wen Wen, Xiaoyu Liu, Gabriel Ryan, Yuting Sun, Shengyu Fu, Elsie Nallipogu
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Training LLM Agents to Empower Humans
Evan Ellis, Vivek Myers, Jens Tuyls, Sergey Levine, Anca Dragan, Benjamin Eysenbach
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Oral
- Readers: Everyone
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
Xinyi He, Qian Liu, Mingzhe Du, Lin Yan, ZhiJie Fan, Yiming Huang, Zejian Yuan, Zejun MA
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Oral
- Readers: Everyone
Agentic Property-Based Testing: Finding Bugs Across the Python Ecosystem
Muhammad Maaz, Liam DeVoe, Zac Hatfield-Dodds, Nicholas Carlini
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
In-Context Learning for Esoteric Programming Languages: Evaluating and Enhancing LLM Reasoning Without Fine-Tuning
Saraswathy Amjith, Michael X. Wang, Jayson Lynch, Arul Kolla, Neil Thompson
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Security Knowledge Dilution in Large Language Models: How Irrelevant Context Degrades Critical Domain Expertise
Shivani Shukla, Himanshu Joshi
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
Naman Jain, Jaskirat Singh, Manish Shetty, Tianjun Zhang, Liang Zheng, Koushik Sen, Ion Stoica
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Asm2SrcEval: Evaluating Large Language Models for Assembly to Source Code Translation
Parisa Hamedi, Hamed Jelodar, Samita Bai, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
HardTests: Synthesizing High-Quality Test Cases for LLM Coding
Zhongmou He, Yee Man Choi, Kexun Zhang, Jiabao Ji, Junting Zhou, Dejia Xu, Ivan Bercovich, Aidan Zhang, Lei Li
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding
Siddeshwar Raghavan, Tanwi Mallick
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
LLM-Driven Multi-step Translation from C to Rust using Static Analysis
Tianyang Zhou, Haowen Lin, Somesh Jha, Mihai Christodorescu, Kirill Levchenko, Varun Chandrasekaran
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
The Valley of Code Reasoning: Scaling Knowledge Distillation of Large Language Models
Muyu He, Muhammad Ali Shafique, Anand Kumar, Tsach Mackey, Nazneen Rajani
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Astra: A Multi-Agent System for GPU Kernel Performance Optimization
Anjiang Wei, Tianran Sun, Yogesh Seenichamy, Hang Song, Anne Ouyang, Azalia Mirhoseini, Ke Wang, Alex Aiken
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Learning to Solve and Verify: A Self-Play Framework for Mutually Improving Code and Test Generation
Zi Lin, Sheng Shen, Jingbo Shang, Jason E Weston, Yixin Nie
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Can Test-Time Compute Help LLMs Write Low-Resource Parallel Code Better?
Gautam Singh, Arjun Guha, Bhavya Kailkhura, Harshitha Menon
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Workflows vs Agents for Code Translation
Henry Gray, Octavian Udrea, Tom Yotam
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Deep-Reproducer: From Paper Understanding to Code Generation
Pengcheng Chen, Ning Yan, Zihan Zhao, Yixiao Lin, Huaibo Chen, Yue Hu, Qinbo Bai, Xiang Li, Masood S. Mortazavi
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
HarnessLLM: Automatic Testing Harness Generation via Reinforcement Learning
Yujian Liu, Jiabao Ji, Yang Zhang, Wenbo Guo, Tommi Jaakkola, Shiyu Chang
- Published: 22 Sept 2025, Last Modified: 25 Nov 2025
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone

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