Songtao Guo

Chongqing University

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Distributed Systems & Hardware (1)Inference & Quantization (1)Multimodal Models (1)

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David K. Y. Yau (1)

Papers (1)

Jul 19, 2026

Jul 19, 2026·also Chongqing

EdgeCoInfer: Hierarchical Collaborative Inference for On-Device Multimodal Large Models

Achieving 100% task completion in high-concurrency environments while slashing system costs by 76% and memory usage by nearly 72% could redefine edge computing for MLLMs.

David K. Y. Yau, Songtao Guo

Distributed Systems & Hardware Inference & Quantization Multimodal Models

Songtao Guo

Research focus

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Songtao Guo

Research focus

Frequent co-authors

Papers (1)