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Zheyu Yan

2 papers indexed

arxivcs.ARcs.PL2026-07-25

VClare: Resolving Imperfect Specifications in LLM-Based Verilog Generation

Zhuorui Zhao, Bing Li, Yu Li, Zheyu Yan, Ulf Schlichtmann

Large language models (LLMs) have demonstrated promising capabilities in generating Verilog code from natural language specifications. However, human-written specifications often contain semantic imperfections such as vagueness, contradictions, and incompleteness, which can signi…

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arxivcs.AI2026-07-16

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation

Qicheng Zhao, Qi Sun, Zheyu Yan

Diffusion Multimodal Large Language Models (DMLLMs) are highly effective for multimodal reasoning, yet their inference efficiency is significantly hindered by fixed-length generation constraints. Since the actual output length is unknown, output sequences are padded to a predefin…

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