LogPhi: A multi-level anomaly detection method for heterogeneous logs using large language models and dynamic domain knowledge. - Lei Wang; Xinlong Zhou; Xiaoyong Zhao; Yibao He (Neurocomputing, 2026)

DUST-NS: Dual-backbone sparse tuning through neuron saliency in MLLMs. - Xiaoyong Zhao; Jiebin Yang; Lei Wang; Ningning Wang; Yibao He (Neurocomputing, 2026)