@inproceedings{zhao-etal-2026-beyond-outcome, title = "Beyond Outcome Gaps: Process-Aware Fairness Diagnosis for {LLM}-based Multi-Agent Decision Systems", author = "Zhao, Yiran and Zhou, Lu and Fang, Liming and Chen, Yufei and Wu, Jiafei and Liu, Zhe and Xu, Xiaogang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1066/", pages = "24481--24518", ISBN = "979-8-89176-459-0" }