2 papers
cs.LG2026
Physically Verifiable Evidence and LLM-Based Reporting for Bearing Fault Diagnosis
Yuntong Chen, Jianyu Liu, Guobin Zhao +5
Trustworthy deployment of AI-based diagnosis in safety-critical mechanical systems hinges on validation: whether a prediction can be checked against physical reality before it is a…
cs.CV2026
OmniReasoner: Thinking with Long Audio-Video via Native Tool Use
Yu Chen, Caorui Li, Ziyu Xiong +8
Long audio-video reasoning is difficult for omnimodal LLMs because the decisive evidence is often sparse, cross-modal, and too expensive to preserve with uniformly high-fidelity in…