Yi Liu

According to our database, Yi Liu authored at least 57 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

JC-Finder: Detecting Java Clone-based Third-Party Library by Class-level Tree Analysis.

Lida Zhao, Chaofan Li, Yueming Wu, Lyuye Zhang, Jiahui Wu, Chengwei Liu, Sen Chen, Yutao Hu, Zhengzi Xu, Yi Liu, Jingquan Ge, Jun Sun, Yang Liu

CoRR, August, 2025

MiniScope: Automated UI Exploration and Privacy Inconsistency Detection of MiniApps <i>via</i> Two-phase Iterative Hybrid Analysis.

Shenao Wang, Yuekang Li, Kailong Wang, Yi Liu, Hui Li, Yang Liu, Haoyu Wang

ACM Trans. Softw. Eng. Methodol., July, 2025

SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis.

Wang Lingxiang, Quanzhi Fu, Wenjia Song, Gelei Deng, Yi Liu, Dan Williams, Ying Zhang

CoRR, June, 2025

ai.txt: A Domain-Specific Language for Guiding AI Interactions with the Internet.

Yuekang Li, Wei Song, Bangshuo Zhu, Dong Gong, Yi Liu, Gelei Deng, Chunyang Chen, Lei Ma, Jun Sun, Toby Walsh, Jingling Xue

CoRR, May, 2025

Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models.

Junzhe Yu, Yi Liu, Huijia Sun, Ling Shi, Yuqi Chen

CoRR, March, 2025

Detecting Essence Code Clones via Information Theoretic Analysis.

Lida Zhao, Shihan Dou, Yutao Hu, Yueming Wu, Jiahui Wu, Chengwei Liu, Lyuye Zhang, Yi Liu, Jun Sun, Xuanjing Huang, Yang Liu

CoRR, February, 2025

Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning.

Ningke Li, Yahui Song, Kailong Wang, Yuekang Li, Ling Shi, Yi Liu, Haoyu Wang

CoRR, February, 2025

Indiana Jones: There Are Always Some Useful Ancient Relics.

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

CoRR, January, 2025

Mission: Impossible - Image-Based Geolocation with Large Vision Language Models.

Yi Liu, Gelei Deng, Junchen Ding, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge

Proc. Priv. Enhancing Technol., 2025

IllusionCAPTCHA: A CAPTCHA based on Visual Illusion.

Ziqi Ding, Gelei Deng, Yi Liu, Junchen Ding, Jieshan Chen, Yulei Sui, Yuekang Li

Proceedings of the ACM on Web Conference 2025, 2025

A Methodology for Replicating Historical Exploits on EVM-Compatible Blockchains.

Zhiyang Chen, Phillip Kemper, Yi Liu, Jan Gorzny, Diego Siqueira, Yuekang Li, Donato Pellegrino, Martin Derka

Proceedings of the 7th IEEE/ACM International Workshop on Emerging Trends in Software Engineering for Blockchain, 2025

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models.

Zihao Xu, Yi Liu, Gelei Deng, Kailong Wang, Yuekang Li, Ling Shi, Stjepan Picek

Proceedings of the 2025 IEEE Security and Privacy, 2025

A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories.

Ziqi Ding, Qian Fu, Junchen Ding, Gelei Deng, Yi Liu, Yuekang Li

Proceedings of the 2025 IEEE Security and Privacy, 2025

LaTCoder: Converting Webpage Design to Code with Layout-as-Thought.

Yi Gui, Zhen Li, Zhongyi Zhang, Guohao Wang, Tianpeng Lv, Gaoyang Jiang, Yi Liu, Dongping Chen, Yao Wan, Hongyu Zhang, Wenbin Jiang, Xuanhua Shi, Hai Jin

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Source Code Summarization in the Era of Large Language Models.

Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, Zhenyu Chen

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver.

Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

2024

Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection.

Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang

Proc. ACM Softw. Eng., 2024

Drowzee: Metamorphic Testing for Fact-Conflicting Hallucination Detection in Large Language Models.

Ningke Li, Yuekang Li, Yi Liu, Ling Shi, Kailong Wang, Haoyu Wang

Proc. ACM Program. Lang., 2024

Image-Based Geolocation Using Large Vision-Language Models.

Yi Liu, Junchen Ding, Gelei Deng, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge, Yang Liu

CoRR, 2024

SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing.

Yi Liu, Guanyu Wang, Xinyi Zheng, Gelei Deng, Kailong Wang, Yang Liu, Haoyu Wang

CoRR, 2024

Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation.

Yuxi Li, Yi Liu, Yuekang Li, Ling Shi, Gelei Deng, Shengquan Chen, Kailong Wang

CoRR, 2024

HalluVault: A Novel Logic Programming-aided Metamorphic Testing Framework for Detecting Fact-Conflicting Hallucinations in Large Language Models.

Ningke Li, Yuekang Li, Yi Liu, Ling Shi, Kailong Wang, Haoyu Wang

CoRR, 2024

LLM Jailbreak Attack versus Defense Techniques - A Comprehensive Study.

Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek

CoRR, 2024

Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation.

Yi Liu, Guowei Yang, Gelei Deng, Feiyue Chen, Yuqi Chen, Ling Shi, Tianwei Zhang, Yang Liu

CoRR, 2024

Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning.

Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu

CoRR, 2024

A Cross-Language Investigation into Jailbreak Attacks in Large Language Models.

Jie Li, Yi Liu, Chongyang Liu, Ling Shi, Xiaoning Ren, Yaowen Zheng, Yang Liu, Yinxing Xue

CoRR, 2024

MiniScope: Automated UI Exploration and Privacy Inconsistency Detection of MiniApps via Two-phase Iterative Hybrid Analysis.

Shenao Wang, Yuekang Li, Kailong Wang, Yi Liu, Hui Li, Yang Liu, Haoyu Wang

CoRR, 2024

Digger: Detecting Copyright Content Mis-usage in Large Language Model Training.

Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang

CoRR, 2024

Medusa: Unveil Memory Exhaustion DoS Vulnerabilities in Protocol Implementations.

Zhengjie Du, Yuekang Li, Yaowen Zheng, Xiaohan Zhang, Cen Zhang, Yi Liu, Sheikh Mahbub Habib, Xinghua Li, Linzhang Wang, Yang Liu, Bing Mao

Proceedings of the ACM on Web Conference 2024, 2024

PentestGPT: Evaluating and Harnessing Large Language Models for Automated Penetration Testing.

Gelei Deng, Yi Liu, Víctor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Martin Pinzger, Stefan Rass, Tianwei Zhang, Yang Liu

Proceedings of the 33rd USENIX Security Symposium, 2024

A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt Engineering.

Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Kailong Wang

Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2024

MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots.

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

Efficient Detection of Toxic Prompts in Large Language Models.

Yi Liu, Junzhe Yu, Huijia Sun, Ling Shi, Gelei Deng, Yuqi Chen, Yang Liu

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

DistillSeq: A Framework for Safety Alignment Testing in Large Language Models using Knowledge Distillation.

Mingke Yang, Yuqi Chen, Yi Liu, Ling Shi

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation.

Guanyu Wang, Yuekang Li, Yi Liu, Gelei Deng, Tianlin Li, Guosheng Xu, Yang Liu, Haoyu Wang, Kailong Wang

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement.

Zhiyuan Chang, Mingyang Li, Junjie Wang, Yi Liu, Qing Wang, Yang Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models.

Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues.

Zhiyuan Chang, Mingyang Li, Yi Liu, Junjie Wang, Qing Wang, Yang Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Prompt Learning Framework for Source Code Summarization.

Weisong Sun, Chunrong Fang, Yudu You, Yuchen Chen, Yi Liu, Chong Wang, Jian Zhang, Quanjun Zhang, Hanwei Qian, Wei Zhao, Yang Liu, Zhenyu Chen

CoRR, 2023

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool.

Gelei Deng, Yi Liu, Victor Mayoral Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass

CoRR, 2023

Jailbreaker: Automated Jailbreak Across Multiple Large Language Model Chatbots.

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

CoRR, 2023

Prompt Injection attack against LLM-integrated Applications.

Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu

CoRR, 2023

Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study.

Yi Liu, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang, Lida Zhao, Tianwei Zhang, Yang Liu

CoRR, 2023

Automatic Code Summarization via ChatGPT: How Far Are We?

Weisong Sun, Chunrong Fang, Yudu You, Yun Miao, Yi Liu, Yuekang Li, Gelei Deng, Shenghan Huang, Yuchen Chen, Quanjun Zhang, Hanwei Qian, Yang Liu, Zhenyu Chen

CoRR, 2023

NAUTILUS: Automated RESTful API Vulnerability Detection.

Gelei Deng, Zhiyi Zhang, Yuekang Li, Yi Liu, Tianwei Zhang, Yang Liu, Guo Yu, Dongjin Wang

Proceedings of the 32nd USENIX Security Symposium, 2023

Effective ReDoS Detection by Principled Vulnerability Modeling and Exploit Generation.

Xinyi Wang, Cen Zhang, Yeting Li, Zhiwu Xu, Shuailin Huang, Yi Liu, Yican Yao, Yang Xiao, Yanyan Zou, Yang Liu, Wei Huo

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers.

Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

PumpChannel: An Efficient and Secure Communication Channel for Trusted Execution Environment on ARM-FPGA Embedded SoC.

Jingquan Ge, Yuekang Li, Yang Liu, Yaowen Zheng, Yi Liu, Lida Zhao

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

DeepAnna: Deep Learning based Java Annotation Recommendation and Misuse Detection.

Yi Liu, Yadong Yan, Chaofeng Sha, Xin Peng, Bihuan Chen, Chong Wang

Proceedings of the IEEE International Conference on Software Analysis, 2022

RESTInfer: automated inferring parameter constraints from natural language RESTful API descriptions.

Yi Liu

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Morest: Industry Practice of Automatic RESTful API Testing.

Yi Liu, Yuekang Li, Yang Liu, Ruiyuan Wan, Runchao Wu, Qingkun Liu

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

RESTCluster: Automated Crash Clustering for RESTful API.

Yi Liu

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Morest: Model-based RESTful API Testing with Execution Feedback.

Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, Minli Bao

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

Automatic Web Testing Using Curiosity-Driven Reinforcement Learning.

Yan Zheng, Yi Liu, Xiaofei Xie, Yepang Liu, Lei Ma, Jianye Hao, Yang Liu

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020

Industry Practice of JavaScript Dynamic Analysis on WeChat Mini-Programs.

Yi Liu, Jinhui Xie, Jianbo Yang, Shiyu Guo, Yuetang Deng, Shuqing Li, Yechang Wu, Yepang Liu

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

An Exploratory Study of Bugs in Extended Reality Applications on the Web.

Shuqing Li, Yechang Wu, Yi Liu, Dinghua Wang, Ming Wen, Yida Tao, Yulei Sui, Yepang Liu

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

2019

JSOptimizer: an extensible framework for JavaScript program optimization.

Yi Liu

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019