@article{tan2026llmrca, author = {Guangba Tan and Zhaoyang He and Mingjie Li and Huan Huang and Yu Wang and Pengfei Chen and Giuliano Casale and Chengzhong Zhang}, title = {LLMRCA: Multilevel root cause analysis for LLM applications using multimodal observability data}, journal = {ACM Trans. Softw. Eng. Methodol.}, year = {2026} }