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Zidong Du

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#edge computing Open access Aug 2026

Cambricon-FlexLLM: A Flexible Chiplet-Based Hybrid Architecture for On-Device 70B LLM Inference

Deploying advanced large language models on edge devices, such as smartphones and robotics, is a growing trend that enhances user data privacy and network connectivity resilience while preserving intelligent capabilities. However, such a task exhibits single-batch computing with incredibly low arithmetic intensity, whi...

Tianyun Ma, Qian Wang, Sheng-Wen Liang et al. · 0 citations
Conference Open access Sep 2026

QiMeng-VPID: Verification-Grounded Port-Level Iterative Decomposition for Complex Verilog Generation

This work proposes VPID, a multi-agent framework for generating complex Verilog that achieves monotonic functional improvement and introduces an experience-guided refinement strategy that distills historical waveform mismatches into constraints, guiding the targeted debugging for the unverified ports.

Hong-Guang Wang, Jiaming Guo, Rui Zhang et al. · 0 citations

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