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Moming Duan

2 accepted papers

2025

MPNAS: Multimodal Sentiment Analysis Pruning via Neural Architecture Search

ICASSP 2025accepted

With the rapid development of social media, sentiment analysis from multimodal posts has garnered significant attention in recent years. However, the substantial size of these models impedes their deployment on resource-constrained embedded devices. Although pruning has been extensively studied to r…

Cited by 0SourceScholar
2025

Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance

ICML 2025oral

The Machine Learning (ML) community has wit- nessed explosive growth, with millions of ML models being published on the Web. Reusing ML model components has been prevalent nowadays. Developers are often required to choose a license to publish and govern the use of their models. Popular options inclu…

Cited by 0SourcePDFScholar