People › Guancheng Lin
About
Guancheng Lin is a PhD Student in the Department of Computer Science, City University of Hong Kong.
Research Interests
Publications (7)
- HumanEval-V: Systematic Evaluation of Visual Reasoning in Large Multimodal Models for Code Generation
- Lightweight Model Editing for LLMs to Correct Deprecated API Recommendations.
- Less Is More: Unlocking Semi-Supervised Deep Learning for Vulnerability Detection.
- A2Search: Ambiguity-Aware Question Answering with Reinforcement Learning.
- Improving effort-aware defect prediction by directly learning to rank software modules.
- HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.
- Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study.