@inproceedings{chen-etal-2026-cgbridge, title = "{CGB}ridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding", author = "Chen, Zeqi and Chu, Zhaoyang and Gui, Yi and Guo, Feng and Wan, Yao and Shi, Chuan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.434/", pages = "8945--8966", ISBN = "979-8-89176-395-1" }