kirancodes.me
To Proof Maintenance & Beyond!

26,098 papers · page 79 of 1,305

FastCoder: Accelerating Repository-level Code Generation via Efficient Retrieval and Verification

Qianhui Zhao, Li Zhang, Fang Liu, Xiaoli Lian, Qiaoyuanhe Meng, Ziqian Jiao, Zetong Zhou, Jia Li + 1 more

Code generation is a latency-sensitive task that demands high timeliness. However, with the growing interest and inherent difficulty in repository-level code generation, most existing code generation studies focus on improving the correctness of generated code while overlooking t…

Exploring Static Taint Analysis in LLMs: A Dynamic Benchmarking Framework for Measurement and Enhancement

Haoran Zhao, Lei Zhang, Keke Lian, Fute Sun, Bofei Chen, Yongheng Liu, Zhiyu Wu, Yuan Zhang + 1 more

LLMs offer a promising avenue to overcome the limitations of traditional taint analysis techniques, with a growing number of studies leveraging LLMs for taint analysis and its downstream applications. However, these studies lack a systematic understanding of LLMs’ taint analysis …

SE-Jury: An LLM-as-Ensemble-Judge Metric for Narrowing the Gap with Human Evaluation in SE

Xin Zhou, Kisub Kim, Ting Zhang, Martin Weyssow, Luís F. Gomes, Guang Yang, Kui Liu, Xin Xia + 1 more

Large Language Models (LLMs) and other automated techniques have been increasingly used to support software developers by generating software artifacts such as code snippets, patches, and comments. However, accurately assessing the correctness of these generated artifacts remains…

ASE 2025★ Distinguished Paper

WingMuzz: Blackbox Testing of IoT Protocols via Two-dimensional Fuzzing Schedule

Xiaogang Zhu, Enze Dai, Xiaotao Feng, Shaohua Wang, Xin Xia, Sheng Wen, Kwok-Yan Lam, Yang Xiang

The Internet of Things (IoT) is widely used in various sectors but is often prone to vulnerabilities. With the proprietary nature of IoT devices, their source code and firmware are frequently unavailable for open review, rendering blackbox fuzzing a viable approach. However, the …