Publications

Research publications from NKSSecLab.

Full Publication List

Listed in reverse chronological order.

169 publications

  • ASE2026ATLAS: Agentic Taxonomy of Large-Scale Software Ecosystems Junyi Lu, Mengyao Lyu, Jiahui Wu, Lei Yu, Chengwei Liu, Fengjun Zhang, Li Yang, Chun Zuo, Yang Liu
  • ASE2026Benchmarking Automated Security Patch Backporting: How Far Are We? Jincheng Yang, Yulong Fu, Chengwei Liu, Lyuye Zhang, Fangyuan Zhang, Bingyang Ren, Yang Liu, Hui Li
  • ASE2026How Effective Are NPM Malicious Package Detectors? A Large-Scale Empirical Study Wenbo Guo, Zhongwen Chen, Zhengzi Xu, Chengwei Liu, Ming Kang, Shiwen Song, Chengyue Liu, Yijia Xu, Weisong Sun, Yang Liu
  • ASE2026Implicit, Yet Impactful: Understanding Hidden Dependencies in Java Projects Lyuye Zhang, Chengwei Liu, Fangyuan Zhang, Yiran Zhang, Yuan Zhou, Yang Liu
  • ASE2026Latent Reuse in Agent Skills: Multi-modal Clone Detection at Ecosystem Scale Jiaying Zhu, Lyuye Zhang, Wenbo Guo, Yang Liu
  • ASE2026One Is Not Enough: The Untold Story of Multiple Security Patches for One Vulnerability Fangyuan Zhang, Lyuye Zhang, Lingling Fan, Chengwei Liu, Yinan Li, Liang Huang, Yang Liu, Zheli Liu, Sen Chen
  • COMPSAC2026RustDAP: Lightweight Rust Vulnerability Detection Method via LLM-based Data Augmentation and Semantic-Structural Prompting Chenghuan Ye, Zhibin Yang, Yong Zhou, Zhixun Wang, Yuanrui Zhang, Chengwei Liu
  • FSE2026Break to Adapt: Knowledge-Based Updates of Breaking Dependencies in JavaScript Yifan Xia, Chengwei Liu, Zifan Xie, Lyuye Zhang, Peiyu Liu, Kangjie Lu, Yang Liu, Wenhai Wang, Shouling Ji
  • FSE2026GadgetHunter: Region-Based Neuro-Symbolic Detection of Java Deserialization Vulnerabilities Kaixuan Li, Jian Zhang, Chong Wang, Sen Chen, Zong Cao, Min Zhang, and Yang Liu
  • ICSE2026IntelliRadar: A Comprehensive Platform to Pinpoint Malicious Package Information from Cyber Intelligence Wenbo Guo, Chengwei Liu, Limin Wang, Yiran Zhang, Jiahui Wu, Zhengzi Xu, Yang Liu
  • ICSE2026Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs Yiran Zhang, Chengwei Liu, Yuqiang Sun, Zhengzi Xu, Weisong Sun, Wenke Li, Wuxia Jin, Yang Liu
  • ICSE2026Towards Understanding and Characterizing Vulnerabilities in Intelligent Connected Vehicles through Real-World Exploits Yuelin Wang, Yuqiao Ning, Yanbang Sun, Xiaofei Xie, Zhihua Xie, Yang Chen, Zhen Guo, Shihao Xue, Junjie Wang, and Sen Chen Distinguished Paper Award
  • Internetware2026CaVulner: Automated Context-Aware Identification of Vulnerable Versions Xiaoyong Yan, Chengwei Liu, Yukai Cao, Zhiyao Wu, Rui Chang, Wenbo Shen
  • ISSTA2026"You are deceived in the pocket" —— Intrusive Advertisements in Mobile Applications: An Exploratory Study Miaoying Cai, Dongsun Kim, Lingling Fan, Xiangyu Zhang, and Sen Chen
  • ISSTA2026Mind the Gap: An Empirical Study of Synchronization Gaps, Delays, and Missed Opportunities in Software Forks Jiaying Zhu, Lyuye Zhang, Jiahui Wu, Chengyue Liu, Yang Liu
  • JoS2026AIntel-Agent: A Threat Intelligence-Driven Multi-Agent Android Anti-Runtime Analysis Method Xinpeng Yan, Xiangyu Zhang, Lingling Fan, Yucheng Su, Sen Chen, Zheli Liu, and Xiaochun Cao
  • OOPSLA2026Agent-Based Automated Remediation for Vulnerabilities in Maven Projects Lyuye Zhang, He Ye, Federica Sarro, Yuqiang Sun, Yang Liu
  • S&P2026Beyond Similarity Scores: Evidence-Based Third-Party Library Detection for C/C++ Binaries ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
  • S&P2026Demystifying and Exploiting ASLR on NVIDIA GPUs Ruofan Zhu, Ganhao Chen, Wenbo Shen, Lyuye Zhang, Dakun Shen, Rui Chang, Yanan Guo Distinguished Paper Award
  • SANER2026Scratching the Iceberg: Unveiling the Outdated Third-Party Native Libraries in Android Apps Shiyang Zhang, Chengwei Liu, Sen Chen, Lyuye Zhang, and Yang Liu
  • SWGeno2026Seeing the Forest: A Taxonomy-Guided Analysis and Improvement of Malicious PyPI Package Detectors Zibo Liu, Junjie Wang, and Sen Chen
  • TIFS2026One Trigger, Multiple Victims: Clean-Label Neighborhood Backdoor Attacks on Graph Neural Networks Huaxin Deng, Yong Fang, Qiang Zhang, Chengwei Liu, Yang Liu, and Yijia Xu
  • TOSEM2026Mind the Data: A Measurement Study on Public Multi-Source Vulnerability Data Yuxin Zhang, Sen Chen, Chengwei Liu, Lingling Fan, Zheli Liu, Yang Liu, and Xiaohong Li
  • TSE2026Causality-aware Safety Testing for Autonomous Driving Systems Wenbing Tang, Mingfei Cheng, Renzhi Wang, Yuan Zhou, Chengwei Liu, Yang Liu, Zuohua Ding
  • TSE2026CCMG: Enhancing Conventional Commit Message Generation with Hierarchical Context Wenke Li, Chengwei Liu, Yiran Zhang, Xuesen Lin, Suyuan Wang, Feng Wu, Cai Fu, Yang Liu
  • TSE2026CodeS+: Towards Assessing the Generalization Ability of Code Models Under Distribution Shift Ziyue Shi, Junjie Wang, Yuejun Guo, Xiaofei Xie, Qiang Hu, Maxime Cordy, Sen Chen, Mike Papadakis, Yves Le Traon, and Yongqiang Lyu
  • TSE2026DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Han Liu, Jian Zhang, Cen Zhang, Xiaohan Zhang, Kaixuan Li, Sen Chen, Shang-Wei Lin, Yixiang Chen, Xinghua Li, and Yang Liu
  • USENIX Security2026Cutting the Gordian Knot: Detecting Malicious PyPI Packages via a Knowledge-Mining Framework Wenbo Guo, Chengwei Liu, Ming Kang, Yiran Zhang, Jiahui Wu, Zhengzi Xu, Vinay Sachidananda, Yang Liu
  • USENIX Security2026Revealing the Dark Side of Smart Accounts: An Empirical Study of EIP-7702 Incurred Risks in Blockchain Ecosystem Mingyuan Huang, Han Liu, Shuo Yang, Daoyuan Wu, Shuai Wang
  • WWW2026Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages Wenbo Guo, Shiwen Song, Jiaxun Guo, Zhengzi Xu, Chengwei Liu, Haoran Ou, Mengmeng Ge, Yang Liu
  • APR2025Towards Unveiling Vulnerability Remediation Tactics from OSS Community Lyuye Zhang, Jiahui Wu, Chengwei Liu, Kaixuan Li, Sen Chen, and Yang Liu
  • arXiv2025VFArchē: A Dual-Mode Framework for Locating Vulnerable Functions in Open-Source Software Lyuye Zhang, Jian Zhang, Kaixuan Li, Chong Wang, Chengwei Liu, Jiahui Wu, Sen Chen, Yaowen Zheng, Yang Liu
  • ASE2025BinStruct: Binary Structure Recovery Combining Static Analysis and Semantics Yiran Zhang, Zhengzi Xu, Zhe Lang, Chengyue Liu, Yuqiang Sun, Wenbo Guo, Chengwei Liu, Weisong Sun, Yang Liu
  • ASE2025Demystifying OpenZeppelin's Own Vulnerabilities and Analyzing Their Propagation in Smart Contracts Han Liu, Daoyuan Wu, Yuqiang Sun, Shuai Wang, Yang Liu, Yixiang Chen
  • ASE2025DroidNative: A Greedy-Constructed Large-Scale Indexing for Android Native Libraries Shiyang Zhang, Chengwei Liu, Sen Chen, Lyuye Zhang, Yang Liu
  • ASE2025FaultSeeker: LLM-Empowered Framework for Blockchain Transaction Fault Localization Kairan Sun, Zhengzi Xu, Kaixuan Li, Lyuye Zhang, Yang Liu
  • ASE2025GlassWing: A Tailored Static Analysis Approach for Flutter Android Apps Xiangyu Zhang, Yucheng Su, Lingling Fan, Miaoying Cai, and Sen Chen
  • ASE2025Have We Solved Access Control Vulnerability Detection in Smart Contracts? A Benchmark Study Han Liu, Daoyuan Wu, Yuqiang Sun, Shuai Wang, Yang Liu
  • ASE2025Learning from the Past: Real-World Exploit Migration for Smart Contract PoC Generation Kairan Sun, Zhengzi Xu, Kaixuan Li, Lyuye Zhang, Yebo Feng, Daoyuan Wu, Yang Liu
  • ASE2025Vulnerability-Affected Versions Identification: How Far Are We? Xingchu Chen, Chengwei Liu, Jialun Cao, Yang Xiao, Xinyue Cai, Yeting Li, Jingyi Shi, Tianqi Sun, Haiming Chen, Wei Huo
  • ASEJ2025Exploring the potential of general purpose LLMs in automated software refactoring: An empirical study Bo Liu, Yanjie Jiang, Yuxia Zhang, Nan Niu, Guangjie Li, and Hui Liu
  • CCS2025ForeDroid: Scenario-Aware Analysis for Android Malware Detection and Explanation Jiaming Li, Sen Chen, Chunlian Wu, Yuxin Zhang, and Lingling Fan
  • FSE2025Aligning Core Aspects: Improving Vulnerability Proof-of-Concepts via Cross-Source Insights Lingxiao Wang, Wenjing Dang, Mengyao Zhang, Yue Wang, Xianzong Wu, and Sen Chen
  • FSE2025Drop the Golden Apples: Identifying Third-Party Reuse by DB-Less Software Composition Analysis Lyuye Zhang, Chengwei Liu, Jiahui Wu, Shiyang Zhang, Chengyue Liu, Zhengzi Xu, Sen Chen, and Yang Liu
  • FSE2025Towards the Versioning of LLM-Agent-Based Software Chengwei Liu, Lyuye Zhang, Xiufeng Xu, Wenbo Guo, Yang Liu
  • FSE2025Why the Proof Fails in Different Versions of Theorem Provers: An Empirical Study of Compatibility Issues in Isabelle Xiaokun Luan, David Sanan, Zhe Hou, Qiyuan Xu, Chengwei Liu, Yufan Cai, Yang Liu, Meng Sun
  • ICECCS2025Evolaris: A Roadmap to Self-Evolving Software Intelligence Management Chengwei Liu, Wenbo Guo, Yuxin Zhang, Limin Wang, Sen Chen, Lei Bu, Yang Liu
  • ICPC2025CalmDroid: Core-Set Based Active Learning for Multi-Label Android Malware Detection Minhong Dong, Liyuan Liu, Mengting Zhang, Sen Chen, Wenying He, Ze Wang, and Yude Bai
  • ICSE2025Dissecting Global Search: A Simple yet Effective Method to Boost Individual Discrimination Testing and Repair Lili Quan, Tianlin Li, Xiaofei Xie, Zhenpeng Chen, Sen Chen, Lingxiao Jiang, and Xiaohong Li
  • ICSE2025Enhancing OSS Remediation with Patch Backporting Lyuye Zhang
  • ICSE2025EP-Detector: Automatic Detection of Error-prone Operation Anomalies in Android Applications Chenkai Guo, Qianlu Wang, Naipeng Dong, Lingling Fan, Tianhong Wang, Weijie Zhang, Enbao Chen, Zheli Liu, Lu Yu
  • ICSE2025LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion Chong Wang, Kaifeng Huang, Jian Zhang, Yebo Feng, Lyuye Zhang, Yang Liu, Xin Peng
  • ICSE2025Minimizing Breaking Changes and Redundancy in Mitigating Technical Lag for Java Projects Rui Lu, Lyuye Zhang (equal contribution), Kaixuan Li, Min Zhang, Yixiang Chen
  • ICSE2025Scenario-Driven and Context-Aware Automated Accessibility Testing for Android Apps Yuxin Zhang, Sen Chen, Xiaofei Xie, Zibo Liu, and Lingling Fan
  • ISSTA2025Doctor: Optimizing Container Rebuild Efficiency by Instruction Re-Orchestration Zhiling Zhu, Tieming Chen, Chengwei Liu, Han Liu, Qijie Song, Zhengzi Xu, Yang Liu
  • ISSTA2025Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management Lyuye Zhang, Jiahui Wu, Chengwei Liu, Kaixuan Li, Xiaoyu Sun, Lida Zhao, Chong Wang, Yang Liu
  • ISSTA2025Large Language Model Supply Chain: Open Problems From the Security Perspective Qiang Hu, Xiaofei Xie, Sen Chen, Lili Quan, and Lei Ma
  • IST2025Software aging oriented trustworthiness measurement based on weighted Boltzmann entropy Hongwei Tao, Han Liu, Xiaoxu Niu, Licheng Ding, Yixiang Chen, Qiaoling Cao
  • JoS2025HarmonyFlow: A static analysis framework for HarmonyOS applications based on Ark Panda IR Yue Wang, Sen Chen, Jiaming Li, Wenjing Dang, Renchao Chai, Ziyue Shi, and Li Li
  • JSS2025Characterizing and Detecting Python Version Incompatibilities Caused by Inconsistent Version Specifications Shuo Li, Haocheng Gao, Wei Chen, Yi Li, Haoxiang Tian, Chengwei Liu, Dan Ye
  • TOSEM2025Beyond Decision: Android Malware Description Generation through Profiling Malicious Behavior Trajectory Chunlian Wu, Sen Chen, Jiaming Li, Renchao Chai, Lingling Fan, Xiaofei Xie, and Ruitao Feng
  • TSE2025ACFix: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts Lyuye Zhang, Kaixuan Li, Kairan Sun, Daoyuan Wu, Ye Liu, Haoye Tian, Yang Liu
  • TSE2025An Automated Approach to Discovering Software Refactorings by Comparing Successive Versions Bo Liu, Hui Liu, Nan Niu, Yuxia Zhang, Guangjie Li, He Jiang, and Yanjie Jiang
  • TSE2025Demystifying Rust Unstable Features at Ecosystem Scale: Evolution, Propagation, and Mitigation Chenghao Li, Yifei Wu, Wenbo Shen, Rui Chang, Chengwei Liu, Yang Liu
  • TSE2025FCGHUNTER: Towards Evaluating Robustness of Graph-Based Android Malware Detection Shiwen Song, Xiaofei Xie, Ruitao Feng, Qi Guo, and Sen Chen
  • TSE2025Open Source, Hidden Costs: A Systematic Literature Review on OSS License Management Boyuan Li, Chengwei Liu, Lingling Fan, Sen Chen, Zhenlin Zhang, and Zheli Liu
  • TSE2025Towards Secure Code Generation with LLMs: A Study on Common Weakness Enumeration Jianguo Zhao, Yuqiang Sun, Cheng Huang, Chengwei Liu, YaoHui Guan, Yutong Zeng, Yang Liu
  • WWW2025TensorJSFuzz: Effective Testing of Web-Based Deep Learning Frameworks via Input-Constraint Extraction Lili Quan, Xiaofei Xie, Qianyu Guo, Lingxiao Jiang, Sen Chen, Junjie Wang, and Xiaohong Li
  • AAAI2024FedMut: Generalized Federated Learning via Stochastic Mutation Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu
  • ASE2024A Position-Aware Approach to Decomposing God Classes Tianyi Chen, Yanjie Jiang, Fu Fan, Bo Liu, Hui Liu
  • ASE2024The Software Genome Project: Unraveling Software Through Genetic Principles Yueming Wu, Chengwei Liu, Zhengzi Xu, Lyuye Zhang, Yiran Zhang, Zhu Zhiling, Yang Liu
  • FSE2024Static Application Security Testing (SAST) Tools for Smart Contracts: How Far Are We? Kaixuan Li, Yue Xue, Sen Chen, Han Liu, Kairan Sun, Ming Hu, Haijun Wang, Yang Liu, and Yixiang Chen Distinguished Paper Award
  • ICSE2024Demystifying Compiler Unstable Feature Usage and Impacts in the Rust Ecosystem Chenghao Li, Yifei Wu, Wenbo Shen, Zichen Zhao, Rui Chang, Chengwei Liu, Yang Liu, Kui Ren
  • ICSE2024Empirical Analysis of Vulnerabilities Life Cycle in Golang Ecosystem Jinchang Hu, Lyuye Zhang (equal contribution), Chengwei Liu, Sen Yang, Song Huang, Yang Liu
  • ICSE2024LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Wei Ma, Lyuye Zhang, Miaolei Shi, Yang Liu
  • ICSE2024ModuleGuard: Understanding and Detecting Module Conflicts in Python Ecosystem Ruofan Zhu, Xingyu Wang, Chengwei Liu, Zhengzi Xu, Wenbo Shen, Rui Chang, Yang Liu
  • ICSE2024Vulnerability Root Cause Function Locating for Java Vulnerabilities Lyuye Zhang
  • ISSTA2024Bugs in Pods: Understanding Bugs in Container Runtime Systems Jiongchi Yu, Xiaofei Xie, Cen Zhang, Sen Chen, Yuekang Li, and Wenbo Shen
  • ISSTA2024PatchFinder: A Two-Phase Approach to Security Patch Tracing for Disclosed Vulnerabilities in Open-Source Software Kaixuan Li, Jian Zhang, Sen Chen, Han Liu, Yang Liu, and Yixiang Chen
  • LCTES2024Unmasking the Lurking: Malicious Behavior Detection for IoT Malware with Multi-label Classification Ruitao Feng, Sen Li, Sen Chen, Mengmeng Ge, Xuewei Li, and Xiaohong Li
  • SANER2024Catch the Butterfly: Peeking into the Terms and Conflicts among SPDX Licenses Tao Liu, Chengwei Liu, Tianwei Liu, He Wang, Gaofei Wu, Yang Liu, Yuqing Zhang
  • SCIS2024Deep learning-based software engineering: progress, challenges, and opportunities Bo Liu, et al
  • TrustCom2024Behavior Speaks Louder: Rethinking Malware Analysis Beyond Family Classification Fei Zhang, Ruitao Feng, Xiaohong Li, and Sen Chen
  • TSE2024A Comprehensive Study on Static Application Security Testing (SAST) Tools for Android Jingyun Zhu, Kaixuan Li, Sen Chen, Lingling Fan, Junjie Wang, and Xiaofei Xie
  • TSE2024Does the Vulnerability Threaten Our Projects? Automated Vulnerable API Detection for Third-Party Libraries Fangyuan Zhang, Lingling Fan, Sen Chen, Miaoying Cai, Sihan Xu, and Lida Zhao
  • USENIX Security2024Using My Functions Should Follow My Checks: Understanding and Detecting Insecure OpenZeppelin Code in Smart Contracts Han Liu, Daoyuan Wu, Yuqiang Sun, Haijun Wang, Kaixuan Li, Yang Liu, Yixiang Chen
  • ASE2023An Empirical Study of Malicious Code In PyPI Ecosystem Wenbo Guo, Zhengzi Xu, Chengwei Liu, Cheng Huang, Yong Fang, Yang Liu
  • ASE2023Aster: 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
  • ASE2023Automated Software Entity Matching Between Successive Versions Bo Liu, Hui Liu, Nan Niu, Yuxia Zhang, Guangjie Li, and Yanjie Jiang
  • ASE2023EndWatch: A Practical Method for Detecting Non-Termination in Real-World Software Yao Zhang, Xiaofei Xie, Yi Li, Sen Chen, Cen Zhang, and Xiaohong Li Distinguished Paper Award
  • ASE2023Mitigating Persistence of Open-Source Vulnerabilities in Maven Ecosystem Lyuye Zhang, Chengwei Liu, Sen Chen, Zhengzi Xu, Lingling Fan, Lida Zhao, Yiran Zhang, and Yang Liu
  • ASE2023Scene-Driven Exploration and GUI Modeling for Android Apps Xiangyu Zhang, Lingling Fan, Sen Chen, Yucheng Su, and Boyuan Li
  • ASE2023Who is the Real Hero? Measuring Developer Contribution via Multi-dimensional Data Integration Yuqiang Sun, Zhengzi Xu, Chengwei Liu, Yiran Zhang, Yang Liu
  • ESEC/FSE2023Automated and Context-Aware Repair of Color-Related Accessibility Issues for Android Apps Yuxin Zhang, Sen Chen, Lingling Fan, Chunyang Chen, Xiaohong Li
  • ESEC/FSE2023Comparison and Evaluation on Static Application Security Testing (SAST) Tools for Java Kaixuan Li, Sen Chen, Lingling Fan, Ruitao Feng, Han Liu, Chengwei Liu, Yang Liu, and Yixiang Chen
  • ESEC/FSE2023Deep Learning Based Feature Envy Detection Boosted by Real-World Examples Bo Liu, Hui Liu, Guangjie Li, Nan Niu, Zimao Xu, Yifan Wang, Yunni Xia, Yuxia Zhang, and Yanjie Jiang
  • FSE2023Demystifying the Composition and Code Reuse in Solidity Smart Contracts Kairan Sun, Zhengzi Xu, Chengwei Liu, Kaixuan Li, Yang Liu
  • FSE2023Software Architecture Recovery with Information Fusion Yiran Zhang, Zhengzi Xu, Chengwei Liu, Hongxu Chen, Jianwen Sun, Dong Qiu, Yang Liu
  • FSE2023Software Composition Analysis for Vulnerability Detection: An Empirical Study on Java Projects Lida Zhao, Sen Chen, Zhengzi Xu, Chengwei Liu, Lyuye Zhang, Jiahui Wu, Jun Sun, Yang Liu
  • ICSE2023A Web-Based Tool for Using Storyboard of Android Apps Yuxin Zhang, Sen Chen, and Lingling Fan
  • ICSE2023Compatibility Issue Detection for Android Apps Based on Path-Sensitive Semantic Analysis Sen Yang, Sen Chen, Lingling Fan, Sihan Xu, Zhanwei Hui, and Song Huang
  • ICSE2023Compatible Remediation on Vulnerabilities from Third-Party Libraries for Java Projects Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Lida Zhao, Jiahui Wu, and Yang Liu Distinguished Paper Award
  • ICSE2023OSSFP: Precise and Scalable C/C++ Third-Party Library Detection using Fingerprinting Functions Jiahui Wu, Zhengzi Xu, Wei Tang, Lyuye Zhang, Yueming Wu, Chengyue Liu, Kairan Sun, Lida Zhao, Yang Liu
  • ISSTA2023A Comprehensive Study on Quality Assurance Tools for Java Han Liu, Sen Chen, Ruitao Feng, Chengwei Liu, Kaixuan Li, Zhengzi Xu, Liming Nie, Yang Liu, and Yixiang Chen
  • ISSTA2023LiResolver: License Incompatibility Resolution for Open Source Software Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, and Zheli Liu
  • JoS2023Survey on Trustworthiness Measurement for Artificial Intelligence Systems Han Liu, Kaixuan Li, Yixiang Chen
  • TDSC2023Ambush from All Sides: Understanding Security Threats in Open-Source Software CI/CD Pipelines Ziyue Pan, Wenbo Shen, Xingkai Wang, Yutian Yang, Rui Chang, Yao Liu, Chengwei Liu, Yang Liu, Kui Ren
  • ASE2022AUSERA: Automated Security Vulnerability Detection for Android Apps Sen Chen, Yuxin Zhang, Lingling Fan, Jiaming Li, and Yang Liu
  • ASE2022Has My Release Disobeyed Semantic Versioning? Static Detection Based On Semantic Differencing Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Bihuan Chen, and Yang Liu Distinguished Paper Award
  • ASE2022Has My Release Disobeyed Semantic Versioning? Static Detection Based on Semantic Differencing for Java Lyuye Zhang, Chengwei Liu, Zhengzi Xu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu Distinguished Paper Award
  • ASE2022Towards Understanding the Faults of JavaScript-Based Deep Learning Systems Lili Quan, Qianyu Guo, Xiaofei Xie, Sen Chen, Xiaohong Li, and Yang Liu
  • ASE2022Towards Understanding Third-party Library Dependency in C/C++ Ecosystem Wei Tang, Zhengzi Xu, Chengwei Liu, Jiahui Wu, Shouguo Yang, Yi Li, Ping Luo, and Yang Liu
  • COMPSAC2022Can Deep Learning Models Learn the Vulnerable Patterns for Vulnerability Detection Guoqing Yan, Sen Chen, Yude Bai, and Xiaohong Li
  • FSE2022Large-Scale Analysis of Non-Termination Bugs in Real-World OSS Projects Xiuhan Shi, Xiaofei Xie, Yi Li, Yao Zhang, Sen Chen, and Xiaohong Li
  • ICSE2022Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem Chengwei Liu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu, and Xin Peng
  • SCIS2022ArgusDroid: Detecting Android Malware Variants by Mining Permission-API Knowledge Graph Yude Bai, Sen Chen, Zhenchang Xing, and Xiaohong Li
  • SEKE2022Adaptive Prior-Knowledge-Assisted Function Naming Based on Multi-level Information Explorer Lancong Liu, Shizhan Chen, Sen Chen, Guodong Fan, Zhiyong Feng and Hongyue Wu
  • TDSC2022AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems Guangke Chen, Zhen Zhao, Fu Song, Sen Chen, Lingling Fan, and Yang Liu
  • TDSC2022Multi-label Classification for Android Malware Based on Active Learning Qijing Qiao, Ruitao Feng, Sen Chen, Fei Zhang, and Xiaohong Li
  • TDSC2022Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Feng Wang, and Jiashui Wang
  • TOSEM2022LiDetector: License Incompatibility Detection for Open Source Software Sihan Xu, Ya Gao, Lingling Fan, Zheli Liu, Yang Liu, and Hua Ji
  • TSE2022Automatically Distilling Storyboard with Rich Features for Android Apps Sen Chen, Lingling Fan, Chunyang Chen, and Yang Liu
  • TSE2022Demystifying Performance Regressions in String Solvers Yao Zhang, Xiaofei Xie, Yi Li, Yun Lin, Sen Chen, Yang Liu, and Xiaohong Li
  • APSEC2021IconChecker: Anomaly Detection of Icon-Behaviors for Android Apps Yuxuan Li, Ruitao Feng, Sen Chen, Qianyu Guo, Lingling Fan, and Xiaohong Li
  • COMPSAC2021Key Aspects Augmentation of Vulnerability Description based on Multiple Security Databases Hao Guo, Zhenchang Xing, Sen Chen, Xiaohong Li, Yude Bai, and Hu Zhang
  • COMPSAC2021Predicting Entity Relations across Different Security Databases by Using Graph Attention Network Liu Yuan, Yude Bai, Zhenchang Xing, Sen Chen, Xiaohong Li, and Zhidong Deng
  • FCS2021VenomAttack: Automated and Adaptive Activity Hijacking in Android Pu Sun, Sen Chen, Lingling Fan, Pengfei Gao, Fu Song, Min Yang
  • ICSE2021ATVHUNTER: Reliable Version Detection of Third-Party Libraries for Vulnerability Identification in Android Applications Xian Zhan, Lingling Fan, Sen Chen, Feng Wu, Tianming Liu, Xiapu Luo, and Yang Liu Distinguished Paper Award
  • IEEE S&P2021Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, and Yang Liu
  • IJIS2021Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers Fu Song, Yusi Lei, Sen Chen, Lingling Fan, and Yang Liu, the International Journal of Intelligent Systems (IJIS), 2021
  • ISSRE2021Peeking into the Gray Area of Mobile World: An Empirical Study of Unlabeled Android Apps Sen Chen, Lingling Fan, Cuiyun Gao, Fu Song, and Yang Liu
  • SCIS2021Towards Characterizing Bug Fixes through Dependency-Level Changes Di Cui, Lingling Fan, Sen Chen, Yuanfang Cai, Qinghua Zheng, Yang Liu, and Ting Liu
  • TASE2021Inferring Loop Invariants for Multi-Path Loops Yingwen Lin, Yao Zhang, Sen Chen, Fu Song, Xiaofei Xie, Xiaohong Li, and Lintan Sun
  • TDSC2021GUI-Squatting Attack: Automated Generation of Android Phishing Apps Sen Chen, Lingling Fan, Chunyang Chen, Minhui Xue, Yang Liu, and Lihua Xu
  • TITS2021DeepSuite: A Test Suite Optimizer for Autonomous Vehicles Sihan Xu, Zhiyu Wang, Lingling Fan, Xiangrui Cai, Hua Ji, Siau-Cheng Khoo, Brij Bhooshan Gupta
  • TOSEM2021Detecting and Augmenting Missing Key Aspects in Vulnerability Descriptions Hao Guo, Sen Chen, Zhenchang Xing, Xiaohong Li, Yude Bai, and Jiamou Sun
  • TSE2021Accessible or Not? An Empirical Investigation of Android App Accessibility Sen Chen, Chunyang Chen, Lingling Fan, Mingming Fan, Xian Zhan, and Yang Liu
  • TSE2021Research on Third-Party Libraries in Android Apps: A Systematic Literature Review Xian Zhan, Tianming Liu, Lingling Fan, Li Li, Sen Chen, Xiapu Luo, Yang Liu
  • TSE2021Research on Third-Party Libraries in Android Apps: A Taxonomy and Systematic Literature Review Xian Zhan, Tianming Liu, Lingling Fan, Li Li, Sen Chen, Yang Liu, and Xiapu Luo
  • ASE2020Automated Third-party Library Detection for Android Applications: Are We There Yet? Xian Zhan, Lingling Fan, Tianming Liu, Sen Chen, Li Li, Haoyu Wang, Yifei Xu, Xiapu Luo, and Yang Liu
  • ICECCS2020SeqMobile: An Efficient Sequence-Based Malware Detection System Using RNN on Mobile Devices Ruitao Feng, Jing Qiang Lim, Sen Chen, Shang-Wei Lin, and Yang Liu
  • ICSE2020An Empirical Assessment of Security Risks of Global Android Banking Apps Sen Chen, Lingling Fan, Guozhu Meng, Ting Su, Minhui Xue, Yinxing Xue, Yang Liu, and Lihua Xu
  • ISSRE2020An Empirical Evaluation of GDPR Compliance Violations in Android mHealth Apps Ming Fan, Le Yu, Sen Chen, Hao Zhou, Xiapu Luo, Shuyue Li, Yang Liu, Jun Liu, and Ting Liu
  • SANER2020CORE: Automating Review Recommendation for Code Changes Jing Kai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, and Yang Liu
  • TIFS2020A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices Ruitao Feng, Sen Chen, Xiaofei Xie, Guozhu Meng, Shang-Wei Lin, and Yang Liu
  • TOSEM2020Why an Android App is Classified as Malware? Towards Malware Classification Interpretation Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, and Michael R. Lyu
  • TR2020An Approach to Generate the Traceability Between Restricted Natural Language Requirements and AADL Models, Fei Wang, Zhibin Yang, Zhiqiu Huang, Chengwei Liu, Yong Zhou, Jean-Paul Bodeveix and Mamoun Filali
  • TSE2020ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking Shangqing Liu, Cuiyun Gao, Sen Chen, Lun Yiu Nie, and Yang Liu
  • TSE2020Why My App Crashes? Understanding and Benchmarking Framework-specific Exceptions of Android apps Ting Su, Lingling Fan, Sen Chen, Yang Liu, Lihua Xu, Geguang Pu and Zhendong Su
  • USENIX Security2020iOS, Your OS, Everybody's OS: Vetting and Analyzing Network Services of iOS Applications Zhushou Tang, Ke Tang, Minhui Xue, Yuan Tian, Sen Chen, Muhammad Ikram, Tielei Wang, and Haojin Zhu
  • ASE2019An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms Qianyu Guo, Sen Chen, Xiaofei Xie, Lei Ma, Qiang Hu, Hongtao Liu, Yang Liu, Jianjun Zhao, and Xiaohong Li
  • ICECCS2019MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform Ruitao Feng, Sen Chen, Xiaofei Xie, Lei Ma, Guozhu Meng, Yang Liu, and Shangwei-Lin
  • ICSE2019A Large-scale Empirical Study on Industrial Fake Apps Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang and Liang Dou
  • ICSE2019StoryDroid: Automated Generation of Storyboard for Android Apps Sen Chen, Lingling Fan, Chunyang Chen, Ting Su, Wenhe Li, Yang Liu, and Lihua Xu
  • SANER2019Automated Cross-Platform GUI Code Generation for Mobile Apps Sen Chen, Lingling Fan, Ting Su, Lei Ma, Yang Liu and Lihua Xu
  • SANER2019How Can We Craft Large-Scale Mobile Malware? An Automated Poisoning Attack Sen Chen, Minhui Xue, Lingling Fan, Lei Ma, Yang Liu and Lihua Xu
  • ASE2018Efficiently Manifesting Asynchronous Programming Errors in Android Apps Lingling Fan, Ting Su, Sen Chen, Guozhu Meng, Yang Liu, Lihua Xu and Geguang Pu
  • ESEC/FSE2018Are Mobile Banking Apps Secure? What Can be Improved? Sen Chen, Ting Su, Lingling Fan, Guozhu Meng, Minhui Xue, Yang Liu, and Lihua Xu
  • ICSE2018Large-Scale Analysis of Framework-Specific Exceptions in Android Apps Lingling Fan, Ting Su, Sen Chen, Guozhu Meng, Yang Liu, Lihua Xu, Geguang Pu, and Zhendong Su Distinguished Paper Award
  • JoS2018Approach for generating AADL model based on restricted natural language requirement template, Fei Wang, Zhibin Yang, Zhiqiu Huang, Yong Zhou, Chengwei Liu, Wenbing Zhang,Lei Xue and Jinmiao Xu
  • MEMOCODE2018Hierarchical Behavior Annex: Towards an AADL Functional Specification Extension, Jinmiao Xu, Zhibin Yang, Zhiqiu Huang, Yong Zhou, Chengwei Liu, Lei Xue, Jean-Paul Bodeveix and Mamoun Filali
  • NASAC2018AUSERA: Large-Scale Automated Security Risk Assessment of Global Mobile Banking Apps Sen Chen, Guozhu Meng, Ting Su, Lingling Fan, Minhui Xue, Yinxing Xue, Yang Liu, and Lihua Xu
  • COSE2017Automated Poisoning Attacks and Defenses in Malware Detection System: An Adversarial Machine Learning Approach Sen Chen, Minhui Xue, Lingling Fan, Shuang Hao, Lihua Xu, Haojin Zhu, and Bo Li
  • APSEC2016Model-Based Continuous Verification Lingling Fan, Sen Chen, Lihua Xu, Zongyuan Yang, and Huibiao Zhu
  • ASIACCS2016StormDroid: A Streaminglized Machine Learning-Based System for Detecting Android Malware Sen Chen, Minhui Xue, Zhushou Tang, Lihua Xu, and Haojin Zhu
  • CCS2016Accuracy vs. Time Cost: Detecting Android Malware through Pareto Ensemble Pruning Lingling Fan, Minhui Xue, Sen Chen, Lihua Xu, and Haojin Zhu
  • CCS2016POSTER: Accuracy vs. Time Cost: Detecting Android Malware through Pareto Ensemble Pruning Lingling Fan, Minhui Xue, Sen Chen, Lihua Xu, Haojin Zhu
  • MobiCom2016Towards Adversarial Detection of Mobile Malware Sen Chen, Minhui Xue, and Lihua Xu