Publications

(2025). MANDO-LLM: Heterogeneous Graph Transformers with Large Language Models for Smart Contract Vulnerability Detection. TOSEM.
(2023). MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection. MSR.
(2022). MANDO-GURU: vulnerability detection for smart contract source code by heterogeneous graph embeddings. ESEC/FSE.
(2022). MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities. DSAA.
(2022). MANDO-LLM: Heterogeneous Graph Transformers with Large Language Models for Smart Contract Vulnerability Detection. SIGIR.