@inproceedings{he-roy-2026-swe, title = "{SWE}-Adept: An {LLM}-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution", author = "He, Kang and Roy, Kaushik", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.228/", pages = "5119--5137", ISBN = "979-8-89176-439-2" }