Xiang Ling
Associate Professor
lingxiang@iscas.ac.cn
Research Areas
AI-driven Software Security
AI-driven Hardware Security
AI System Security
Publications
Xing Cui, Jingzheng Wu, Xiang Ling, Tianyue Luo. We Know What You're Looking For: Recommendation for Large-Scale Open Source Software, ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) 2025 (CCF-B类会议)
Yuhao Peng, Jingzheng Wu, Xiang Ling, Zhiyuan Li, Tianyue Luo, and Yanjun Wu. OptionFuzz: Fuzzing SMT Solvers with Optimized Option Exploration via Large Language Models, International Conference on Software Maintenance and Evolution (ICSME) 2025 (CCF-B类会议)
Xing Cui, Jingzheng Wu, Zhiyuan Li, Tianyue Luo, and Xiang Ling. RMGenie: An LLM-Based Agent Framework for Open Source Software README Generation, International Conference on Software Maintenance and Evolution (ICSME) 2025 (CCF-B类会议)
Bolin Zhou, Jingzheng Wu, Xiang Ling, Tianyue Luo, and Jingkun Zhang, Version-level Third-Party Library Detection in Android Applications via Class Structural Similarity, International Conference on Evaluation and Assessment in Software Engineering (EASE) 2025 (CCF-C类会议)
Xing Cui, Jingzheng Wu, Xiang Ling, Tianyue Luo, Mutian Yang, and Wenxiang Ou. Exploring Large Language Models for Analyzing Open Source License Conflicts: How Far Are We? International Conference on Software Engineering - Industry Challenge Track (ICSE-Industry) 2025
Zhiyuan Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, Zhiqing Rui, and Yanjun Wu， The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep Learning Libraries， International Conference on Software Engineering (ICSE) 2025 (CCF-A会议，通讯作者)，获ACM SIGSOFT杰出论文奖（Distinguished Paper Award）
孙泽雨，吴敬征，凌祥，魏怡琳，罗天悦，武延军. 软件供应链SBOM关键技术研究, 软件学报 2025, 36(6): 2604-2642 (CCF-T1期刊)
Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, and Yanjun Wu, A Wolf in Sheep’s Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild, USENIX Security 2024 (CCF-A 会议，第一作者)
Jianhao Fu, Xiang Ling, Yaguan Qian, Changjiang Li, Tianyue Luo, Jingzheng Wu, Towards Query-Efficient Decision-Based Adversarial Attacks Through Frequency Domain, IEEE International Conference on Multimedia and Expo (ICME) 2024 (CCF-B会议，通讯作者)
Yuxiao Chen, Jingzheng Wu, Xiang Ling, Changjiang Li, Zhiqing Rui, Tianyue Luo, and Yanjun Wu, When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?, International Conference on Software Engineering – Industry Challenge Track (ICSE 24 Industry Challenge Track) 2024 (通讯作者)
Jiasheng Jiang, Jingzheng Wu, Xiang Ling, Tianyue Luo, Sheng Qu, and Yanjun Wu. APP-Miner: Detecting API Misuses via Automatically Mining API Path Patterns, IEEE Symposium on Security and Privacy (S&P) 2024 (CCF-A会议)
Jingzheng Wu, Xiang Ling, Xu Duan, Tianyue Luo, and Mutian Yang, VulDL: Tree-based and Graph-based Neural Networks for Vulnerability Detection and Localization, International Conference on Evaluation and Assessment in Software Engineering (EASE) 2024 (CCF-C会议，通讯作者)
Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, and Chunming Wu. AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service, IEEE Transactions on Information Forensics & Security (TIFS) 2024 (CCF-A期刊，共同一作，通讯作者， IF=6.3)
芮志清，梅瑶，陈振哲，吴敬征，凌祥，罗天悦，武延军. SeChain:基于国密算法的RISC-V安全启动机制设计与实现，计算机研究与发展 2024, 61(6)1458-1475 (CCF-T1期刊)
陈思然, 吴敬征, 凌祥, 罗天悦, 刘镓煜, 武延军. 面向漏洞检测模型的强化学习式对抗攻击方法, 软件学报 2024, 35(8):3647-3667 (CCF-T1期刊)
吴圣垚, 王枫, 武延军, 凌祥, 屈晟, 罗天悦, 吴敬征. HiLog: OpenHarmony的高性能日志系统. 软件学报 2024,35(4):2055-2075 (CCF-T1期刊)
Siran Chen, Jingzheng Wu, Xiang Ling, Tianyue Luo, Jiayu Liu, Yanjun Wu, Reinforcement-learning-based Adversarial Attacks Against Vulnerability Detection Models, International Journal of Software and Informatics (IJSI) 2024, 14(3):249-275
Xiaoyu Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, and Yanjun Wu. Automatic Program Repair via Learning Edits on Sequence Code Property Graph, IEEE International Conference on Parallel and Distributed Systems (ICPADS) 2023 (CCF-C会议，通讯作者)
Wentao Liang, Xiang Ling, Jingzheng Wu, Tianyue Luo, and Yanjun Wu. A Needle is an Outlier in a Haystack: Hunting Malicious PyPI Packages with Code Clustering, IEEE/ACM International Conference on Automated Software Engineering (ASE) 2023 (CCF-A会议)
Xing Cui, Jingzheng Wu, Yanjun Wu, Xu Wang, Tianyue Luo, Sheng Qu, Xiang Ling, and Mutian Yang. An Empirical Study of License Conflict in Free and Open Source Software. International Conference on Software Engineering (ICSE-SEIP) 2023 (通讯作者)
Xiaoyu Liang, Yaguan Qian, Jianchang Huang, Xiang Ling, Bin Wang, Chunming Wu, and Wassim Swaileh. Towards desirable decision boundary by Moderate-Margin Adversarial Training, Pattern Recognition Letters (PRL) 2023 (CCF-C期刊)
Yaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang, Xiang Ling, Shaoning Zeng, Zhaoquan Gu, Haijiang Wang, and Wassim Swaileh. Hierarchical Threshold Pruning Based on Uniform Response Criterion, IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2023 (CCF-B期刊)
Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, and Yanjun Wu. Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art, Computer & Security (COSE) 2023 (CCF-B期刊)
Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X Liu, Chunming Wu, and Shouling Ji, Multilevel Graph Matching Networks for Deep Graph Similarity Learning, IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2023 (CCF-B期刊)
Yanjie Shao, Tianyue Luo, Xiang Ling, Limin Wang, and Senwen Zheng, Cross Platform API Mappings based on API Documentation Graphs, IEEE International Conference on Software Quality, Reliability and Security (QRS), 2022 (CCF-C会议)
Zhiqiang He, Yaguan Qian, Yuqi Wang, Bin Wang, Xiaohui Guan, Zhaoquan Gu, Xiang Ling, Shaoning Zeng, Haijiang Wang, and Wujie Zhou. Filter Pruning via Feature Discrimination in Deep Neural Networks, European Conference on Computer Vision (ECCV) 2022 (CCF-B会议)
Yaguan Qian, Shenghui Huang, Bin Wang, Xiang Ling, Xiaohui Guan, Zhaoquan Gu, Shaoning Zeng, Wujie Zhou, and Haijiang Wang. Robust Network Architecture Search via Feature Distortion Restraining, European Conference on Computer Vision (ECCV) 2022 (CCF-B会议)
Xiang Chen, Hongyan Liu, Qingjiang Xiao, Kaiwei Guo, Tingxin Sun, Xiang Ling, Xuan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Fan Zhang, and Chunming Wu. Toward Low-Overhead Inter-Switch Coordination in Network-Wide Data Plane Program Deployment, IEEE International Conference on Distributed Computing Systems (ICDCS) 2022 (CCF-B会议)
Zhenqing Qu, Xiang Ling, and Chunming Wu. AutoSpear: Towards Automatically Bypassing and Inspecting Web Application Firewalls, Black Hat Asia 2022 (工业安全顶会)
Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, and Shouling Ji. MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection, IEEE Conference on Computer Communications (INFOCOM) 2022 (CCF-A会议)
Yaguan Qian, Qiqi Shao, Jiamin Wang, Yankai Guo, Bin Wang, Zhaoquan Gu, Xiang Ling, and Chunming Wu, EI-MTD: Moving Target Defense for Edge Intelligence against Adversarial Attacks, ACM Transactions on Privacy and Security (TOPS) 2022 (CCF-B期刊)
钱亚冠, 马骏, 何念念, 王滨, 顾钊铨, 凌祥, and Wassim Swaileh, 基于云边融合的两阶段对抗知识迁移, 软件学报 2022,33(12):4504-4516 (CCF-T1期刊)
Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X Liu, Chunming Wu, and Shouling Ji, Deep Graph Matching and Searching for Semantic Code Retrieval, ACM Transactions on Knowledge Discovery from Data (TKDD) 2021 (CCF-B期刊)
Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, and Ting Wang. DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model, IEEE Symposium on Security and Privacy (S&P) 2019(CCF-A会议)
Xiang Ling, Chunming Wu, Shouling Ji, and Meng Han. H2DoS: An Application-Layer DoS Attack Towards HTTP/2 Protocol, International Conference on Security and Privacy in Communication Systems (SecureComm) 2017 (CCF-C会议)
凌祥, 纪守领, and 任奎, 面向深度学习系统的对抗样本攻击与防御, 中国计算机学会通讯 (Communications of the CCF) 2018