Zimiao Lin

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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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Zi-Wei Lin (1)Tian-Sheuan Chang (1)

Papers (1)

Apr 30, 2026

Zimiao Lin +23w ago

VitaLLM: A Versatile, Ultra-Compact Ternary LLM Accelerator with Dependency-Aware Scheduling

Ternary LLMs can achieve impressive throughput and energy efficiency on edge devices, thanks to VitaLLM's co-designed hardware acceleration that overcomes workload imbalance and data dependency challenges.

Zimiao Lin, Zi-Wei Lin, Tian-Sheuan Chang

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

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Zimiao Lin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)