2 papers
cs.LG2026
From Perception to Prediction and Intervention: Benchmarking Proactive Video Assistants in Real-Life Scenarios
Boyu Cui, Junhao Luo, Zhihao Wang +5
Recent multimodal large language models have advanced video understanding, but existing benchmarks mainly evaluate whether models can interpret observed visual content. In real-wor…
cs.LG2026
When Log Parsing Removes What Matters: Detecting Failures in Distributed GPU Workloads
Boyuan Cui, Yuyang Zeng, Yifang Tian +1
Large AI models increasingly rely on distributed GPU execution, yet it remains unclear whether established failure analysis methods transfer effectively to this setting. We introdu…