Jianhao Huang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Jierui Zhang (1)Kaibin Huang (1)

Papers (1)

Mar 3, 2026

Jierui Zhang +21w ago

Channel-Adaptive Edge AI: Maximizing Inference Throughput by Adapting Computational Complexity to Channel States

By adapting AI model complexity to channel conditions, this work unlocks significant gains in edge inference throughput compared to fixed-complexity approaches.

Jierui Zhang, Jianhao Huang, Kaibin Huang

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Jianhao Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)