TITAN Project: Research Papers

Accepted

Back to the Basics: Rethinking Issue-Commit Linking with LLM-Assisted Retrieval
48th IEEE/ACM International Conference on Software Engineering (ICSE 2026)
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Vercation: Precise Vulnerable Open-source Software Versions Identification based on Static Analysis and LLM
IEEE Transactions on Software Engineering
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Received Major Revision

Revisiting Vulnerability Patch Identification on Data in the Wild
ACM Transactions on Software Engineering and Methodology
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CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics
ACM Transactions on Software Engineering and Methodology
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Mapping NVD Records to their VFCs: How Hard is it?
ACM Transactions on Software Engineering and Methodology
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Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques
ACM Transactions on Software Engineering and Methodology
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Fixseeker: An Empirical Driven Graph-based Approach for Detecting Silent Vulnerability Fixes in Open Source Software
ACM Transactions on Software Engineering and Methodology
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Submitted

Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection
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VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones
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R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation
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Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents
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PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings
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Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
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