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Ruilong Ma

2 accepted papers

2024

HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices

NAACL 2024industry

Micro-enterprises and individual developers emerge analysis demands for long sequence with powerful Large Language Models (LLMs). They try to deploy the LLMs at local, but only possess various commodity devices and the unreliable interconnection between devices. Existing parallel techniques do not l…

Cited by 6SourcePDFScholar
2024

Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning

CVPR 2024highlight

ecent progress in video anomaly detection suggests that the features of appearance and motion play crucial roles in distinguishing abnormal patterns from normal ones. However we note that the effect of spatial scales of anomalies is ignored. The fact that many abnormal events occur in limited locali…

Cited by 20SourcePDFScholar