Unveiling Provider Bias in Large Language Models for Code Generation
Authors: Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen, Yang Liu | Published: 2025-01-14
Code Generation
Demonstration Attack against In-Context Learning for Code Intelligence
Authors: Yifei Ge, Weisong Sun, Yihang Lou, Chunrong Fang, Yiran Zhang, Yiming Li, Xiaofang Zhang, Yang Liu, Zhihong Zhao, Zhenyu Chen | Published: 2024-10-03
Semantic Interoperability on Blockchain by Generating Smart Contracts Based on Knowledge Graphs
Authors: William Van Woensel, Oshani Seneviratne | Published: 2024-09-11
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data
Authors: Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz | Published: 2024-09-10
PatUntrack: Automated Generating Patch Examples for Issue Reports without Tracked Insecure Code
Authors: Ziyou Jiang, Lin Shi, Guowei Yang, Qing Wang | Published: 2024-08-16
MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code
Authors: Kaiwen Ning, Jiachi Chen, Qingyuan Zhong, Tao Zhang, Yanlin Wang, Wei Li, Jingwen Zhang, Jianxing Yu, Yuming Feng, Weizhe Zhang, Zibin Zheng | Published: 2024-08-02 | Updated: 2025-04-21
Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb | Published: 2024-05-23
WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs
Authors: Hongbo Chen, Yifan Zhang, Xing Han, Huanyao Rong, Yuheng Zhang, Tianhao Mao, Hang Zhang, XiaoFeng Wang, Luyi Xing, Xun Chen | Published: 2024-05-02
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
Authors: Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma | Published: 2024-03-12 | Updated: 2024-09-14
UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing
Authors: Yifeng He, Jiabo Huang, Yuyang Rong, Yiwen Guo, Ethan Wang, Hao Chen | Published: 2024-02-04