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Author

Jiabo Huang

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Preprint Aug 2026

Benchmarking Composable Compression Techniques in Mixture-of-Experts LLMs

The results reveal non-trivial interactions among compression methods: composable compression cannot be predicted from standalone techniques, compression rate alone does not reliably predict quality loss or runtime gain, expert pruning is the dominant degradation source, and average quality can hide workload and archit...

A. Benazir, Chen Chen, Rongxiao Qu et al. · 0 citations
Jul 2026

Argus-Unified: Towards A Compact and Economical Unified Model for Image Understanding and Generation

Unifying visual understanding and generation in one model holds immense promise, but remains challenging and expensive due to heavy compute and data demands and conflicts between the visual features needed for these two capabilities. To address these challenges, we present Argus-Unified, a compact, effective and unifie...

Weiming Zhuang, Jiabo Huang, Jingtao Li et al. · 0 citations

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