[preprint] API-guided Dataset Synthesis to Finetune Large Code Models

• Zongjie Li, Daoyuan Wu, Shuai Wang, Zhendong Su

[preprint] SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner

• Xunguang Wang, Daoyuan Wu, Zhenlan Ji, Zongjie Li, Pingchuan Ma, Shuai Wang, Yingjiu Li, Yang Liu, Ning Liu, Juergen Rahmel

[preprint] NAVRepair: Node-type Aware C/C++ Code Vulnerability Repair

• Ruoke Wang, Zongjie Li, Chaozheng Wang, Yang Xiao, Cuiyun Gao

[preprint] Exploring Multi-Lingual Bias of Large Code Models in Code Generation

• Chaozheng Wang, Zongjie Li, Cuiyun Gao, Wenxuan Wang, Ting Peng, Hailiang Huang, Yuetang Deng, Shuai Wang, Michael R Lyu

[preprint] Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs

• Zhenlan Ji, Daoyuan Wu, Pingchuan Ma, Zongjie Li, Shuai Wang

[preprint] Benchmarking Multi-Modal LLMs for Testing Visual Deep Learning Systems Through the Lens of Image Mutation

• Liwen Wang, Yuanyuan Yuan, Ao Sun, Zongjie Li, Pingchuan Ma, Daoyuan Wu, Shuai Wang

[preprint] VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models

• Zongjie Li, Chaozheng Wang, Pingchuan Ma, Daoyuan Wu, Tianxiang Li, Shuai Wang, Cuiyun Gao

[preprint] Refining Decompiled C Code with Large Language Models

• Wai Kin Wong, Huaijin Wang, Zongjie Li, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, Shi Wu

[preprint] Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach

• Zhenlan Ji, Pingchuan Ma, Zongjie Li, Shuai Wang

[preprint] Oops, Did I Just Say That?” Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process

• Pingchuan Ma, Zongjie Li, Ao Sun, Shuai Wang

[preprint] InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models

• Xunguang Wang, Zhenlan Ji, Pingchuan Ma, Zongjie Li, Shuai Wang