Shuangxiang Kan (阚双祥)

Shuangxiang Kan (阚双祥)

Postdoctoral Researcher, Singapore Management University

About Me

I am currently a Postdoctoral Researcher at the School of Computing and Information Systems, Singapore Management University (SMU), working with Prof. Xiaofei Xie. I obtained my Ph.D. from the University of New South Wales (UNSW Sydney) in 2025, supervised by Prof. Yulei Sui and Prof. Yuekang Li. My research interests include static program analysis, software testing, and AI4SE.

📝 Publications

(# Equal contribution,  * Corresponding author)

  1. [ICSE’26, CCF-A] Shuangxiang Kan, Yuekang Li, Xiao Cheng, Yulei Sui. SpecGuru: Hierarchical LLM-Driven API Points-to Specification Generation with Self-Validation, International Conference on Software Engineering (ICSE), 2026.

  2. [NDSS’26, CCF-A] Shuangxiang Kan, Xiao Cheng, Yuekang Li. MUTATO: Enhancing Fuzz Drivers with Adaptive API Option Mutation, Network and Distributed System Security Symposium (NDSS), 2026.

  3. [ToN’26, CCF-A] Xueli Sun, Shuangxiang Kan*, Weibei Fan, Jin Qi, Zhenjiang Dong, Jianxi Fan. A Graph Neural Network Approach for Hybrid Node-Edge Fault Diagnosis in Interconnection Networks under the HPMC* Model, IEEE Transactions on Networking, 2026.

  4. [S&P’26, CCF-A] Shangzhi Xu, Ziqi Ding, Xiao Cheng, Yuekang Li, Nan Sun, Benjamin Turnbull, Shuangxiang Kan, Siqi Ma. PUFFERDOS: Efficient and Effective Attack String Generation for Regular Expression Denial of Service Vulnerabilities, IEEE Symposium on Security and Privacy (S&P), 2026.

  5. [TOSEM’25, CCF-A] Shuangxiang Kan, Yuekang Li, Weigang He, Zhenchang Xing, Liming Zhu, and Yulei Sui. Spectre: Automated Aliasing Specifications Generation for Library APIs with Fuzzing, ACM Transactions on Software Engineering and Methodology (TOSEM), 2025.

  6. [TC’25, CCF-A] Xueli Sun, Shuangxiang Kan*, Jianxi Fan, Weibei Fan, Zhenjiang Dong. Multi-Component Fault Tolerance and Path Construction in Interconnection Networks, IEEE Transactions on Computers (TC), 2025.

  7. [Neurocomputing’25] Pengjun Xu#, Shuangxiang Kan#, Jing Jin, Zhoujing Zhang, Yaxin Gu, Bo Zhang, YouLang Zhou. Multimodal Large Language Models in Medical Research and Clinical Practice: Development, Applications, Challenges and Future, Neurocomputing, 2025.

  8. [ICSE’25, CCF-A] Chenxi Zhang, Yufei Liang, Tian Tan, Chang Xu, Shuangxiang Kan, Yulei Sui, and Yue Li. Interactive Cross-Language Pointer Analysis for Resolving Native Code in Java Programs, IEEE/ACM 47th International Conference on Software Engineering (ICSE), 2025. (Distinguished Paper Award 🏆)

  9. [TSE’24, CCF-A] Shuangxiang Kan, Yuhao Gao, Zexin Zhong, and Yulei Sui. Cross-Language Taint Analysis: Generating Caller-Sensitive Native Code Specification for Java, IEEE Transactions on Software Engineering (TSE), 2024.

  10. [TR’23] Xueli Sun, Jianxi Fan, Shuangxiang Kan, Weibei Fan, and Xiaohua Jia. Component Reliability of a Class of Regular Networks and Its Applications, IEEE Transactions on Reliability (TR), 2023.

  11. [JIT’20] Shuangxiang Kan, Jianxi Fan, Baolei Cheng, Xi Wang, Jingya Zhou. Structure Fault-Tolerance of the Augmented Cube, Journal of Internet Technology (JIT), 2020.

  12. [ICCSN’20] Shuangxiang Kan, Jianxi Fan, Baolei Cheng, Xi Wang. The Communication Performance of BCDC Data Center Network, International Conference on Communication Software and Networks (ICCSN), 2020.

  13. [JIT’19] Guijuan Wang, Jianxi Fan, Yali Lv, Baolei Cheng, Shuangxiang Kan. The Constructive Algorithm of Vertex-Disjoint Paths in the Generalized Hypercube Under Restricted Connectivity, Journal of Internet Technology (JIT), 2019.

💻 Teaching

  • Teaching Assistant, Software Testing and Quality Assurance (COMP3142), UNSW, Term 3 2024