1 citations · 2 across the 4 of their papers we have counts for
4 papers
Retrieved But Not Reliable: A Survey on Attacks, and Defenses in Retrieval-Augmented Generation
Minh Tran, Cuong Dang, Tuc Nguyen +10
Retrieval-Augmented Generation (RAG) enhances large language models by grounding outputs in external knowledge, improving factuality and reducing hallucinations. At the same time,…
AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology
Minh Huynh Nguyen, Thang Phan Chau, Phong X. Nguyen +1
Software agents have emerged as promising tools for addressing complex software engineering tasks. Existing works, on the other hand, frequently oversimplify software development w…
Functional Overlap Reranking for Neural Code Generation
Hung Quoc To, Minh Huynh Nguyen, Nghi D. Q. Bui
Code Large Language Models (CodeLLMs) have ushered in a new era in code generation advancements. However, selecting the best code solutions from all possible CodeLLM outputs remain…
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations
Minh Huynh Nguyen, Nghi D. Q. Bui, Truong Son Hy +2
We propose a novel method for code summarization utilizing Heterogeneous Code Representations (HCRs) and our specially designed HierarchyNet. HCRs effectively capture essential cod…