Projects

Research Projects in PEFT for Software Engineering

PEFT in SE

Systematic review of PEFT in SE

literature review of peft in se

systematic literature review and implementation of PEFT techniques for large code models

Multi-Task PEFT

Submitted to TOSEM

parameter-efficient multi-task fine-tuning in code-related tasks

investigating QLoRA fine-tuning across code generation, summarization, and translation tasks with transfer learning analysis

Quantization & Code Security

In Progress

quantization & code security

exploring security aspects of efficient large code model deployment