@inproceedings{shi-etal-2026-enhancing, title = "Enhancing Dynamic Text-Attributed Graph Modeling via Instruction Tuning", author = "Shi, Weili and Li, Haoming and Li, Sheng", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.67/", pages = "1314--1329", ISBN = "979-8-89176-444-6" }