Yikun Li

Yikun Li

Research Scientist

Singapore Management University

Publications [Google Scholar]

16
Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
Yikun Li, Ngoc Tan Bui, Ting Zhang, Chengran Yang, Xin Zhou, Martin Weyssow, Jinfeng Jiang, Junkai Chen, Huihui Huang, Huu Hung Nguyen, Chiok Yew Ho, Jie Tan, Ruiyin Li, Yide Yin, Han Wei Ang, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, David Lo
IEEE/ACM International Conference on Software Engineering (ICSE), 2026
arXiv
15
SeCuRepair: A Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework 🏆 SAC Highlight Award
Chengran Yang, Ting Zhang, Jinfeng Jiang, Xin Zhou, Haoye Tian, Mingzhe Du, Jieke Shi, Junkai Chen, Yikun Li, Eng Lieh Ouh, Lwin Khin Shar, David Lo
Annual Meeting of the Association for Computational Linguistics (ACL), 2026
PDF
14
SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
Junkai Chen, Huihui Huang, Yunbo Lyu, Junwen An, Jieke Shi, Chengran Yang, Ting Zhang, Haoye Tian, Yikun Li, Zhenhao Li, Xin Zhou, Xing Hu, David Lo
Annual Meeting of the Association for Computational Linguistics (ACL), 2026
arXiv
13
PenForge: On-the-Fly Expert Agent Construction for Automated Penetration Testing
Huihui Huang, Jieke Shi, Junkai Chen, Ting Zhang, Yikun Li, Chengran Yang, Eng Lieh Ouh, Lwin Khin Shar, David Lo
IEEE/ACM International Conference on Software Engineering (ICSE), NIER track, 2026
arXiv
12
TitanCA: Lessons from Orchestrating LLM Agents to Discover 100+ CVEs
Ting Zhang, Yikun Li, Chengran Yang, Ratnadira Widyasari, Yue Liu, Ngoc Tan Bui, Phuc Thanh Nguyen, Yan Naing Tun, Ivana Clairine Irsan, Huu Hung Nguyen, Huihui Huang, Jinfeng Jiang, Lwin Khin Shar, Eng Lieh Ouh, David Lo, Hong Jin Kang, Yide Yin, Wen Bin Leow
IEEE Security & Privacy, 2026
arXiv
11
Revisiting Vulnerability Patch Identification on Data in the Wild
Clairine Irsan, Ratnadira Widyasari, Ting Zhang, Huihui Huang, Ferdian Thung, Yikun Li, Lwin Khin Shar, Eng Lieh Ouh, Hong Jin Kang, David Lo
ACM Transactions on Software Engineering and Methodology (TOSEM), 2025
arXiv
10
Automatic Identification of Self-Admitted Technical Debt from Four Different Sources
Yikun Li, Mohamed Soliman, Paris Avgeriou
Empirical Software Engineering (EMSE), 2024
arXiv
9
Automatically Identifying Relations Between Self-Admitted Technical Debt Across Different Sources
Yikun Li, Mohamed Soliman, Paris Avgeriou
International Conference on Technical Debt (TechDebt), 2023
arXiv
8
DebtViz: A Tool for Identifying, Measuring, Visualizing, and Monitoring Self-Admitted Technical Debt
Yikun Li, Mohamed Soliman, Paris Avgeriou, Maarten van Ittersum
International Conference on Software Maintenance and Evolution (ICSME), Tool Demo track, 2023
arXiv
7
Self-Admitted Technical Debt in the Embedded Systems Industry: An Exploratory Case Study
Yikun Li, Mohamed Soliman, Paris Avgeriou, Lou Somers
IEEE Transactions on Software Engineering (TSE), 2023
arXiv
6
Identifying Self-Admitted Technical Debt in Issue Tracking Systems Using Machine Learning
Yikun Li, Mohamed Soliman, Paris Avgeriou
Empirical Software Engineering (EMSE), 2022
arXiv
5
Exploring Web Search Engines to Find Architectural Knowledge
Mohamed Soliman, Marion Wiese, Yikun Li, Matthias Riebisch, Paris Avgeriou
International Conference on Software Architecture (ICSA), 2021
arXiv
4
Architectural Design Decisions That Incur Technical Debt: An Industrial Case Study
Mohamed Soliman, Paris Avgeriou, Yikun Li
Information and Software Technology (IST), 2021
3
Identification and Remediation of Self-Admitted Technical Debt in Issue Trackers 🏆 Best Paper Award
Yikun Li, Mohamed Soliman, Paris Avgeriou
Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 2020
arXiv
2
Learning to Grasp 3D Objects Using Deep Residual U-Nets
Yikun Li, Lambert Schomaker, Hamidreza Kasaei
International Conference on Robot and Human Interactive Communication (RO-MAN), 2020
arXiv
1
Learning to Detect Grasp Affordances of 3D Objects using Deep Convolutional Neural Networks
Yikun Li, Mario Rios-Munoz, Lambert Schomaker, Hamidreza Kasaei
RSS Workshop on Task-Informed Grasping (TIG-II), 2019