@inproceedings{liu-etal-2026-amdkernelvault, title = "{AMDK}ernel{V}ault: Large-Scale Datasets and Agentic Training for {AMD} {GPU} Kernel Optimization", author = "Liu, Ji and Majumder, Saptarshi and Huang, Yiqing and Ouyang, Wenwen and Pandey, Umang and Li, Zeping and Chen, Chushi and An, Zihao and Yang, Puyuan and Li, Zekai and Rafati, Sina and Liu, Ziqiong and Brahma, Pratik Prabhanjan and Li, Dong and Liu, Zicheng and Zhou, Sharon and Barsoum, Emad", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1493/", pages = "31775--31798", ISBN = "979-8-89176-462-0" }