Publications

Conference Papers


Small Language Models for Smart Contract Vulnerability Detection: A Fine-Grained Analysis on Capabilities, Localization, and Failure Modes

Accepted full paper The 32nd IEEE International Conference on Parallel and Distributed Systems (ICPADS 2026), 2026 Tokyo, Japan CORE Rank B

Doan Minh Trung, Hoang Cao Phong, Luc Vinh Kiet, Ho Minh Tri, Nguyen Nhat Dong, Phan The Duy, Tu-Anh Nguyen-Hoang, and Van-Hau Pham

A fine-grained study of small language models for detecting and localizing vulnerabilities in smart contracts, including an analysis of model capabilities and failure modes.