Author

Zhenyu Bai

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Preprint Sep 2026

Schedules Are Solvable Symbols: Tuning-Free Compilation of Tile Programs on Dataflow Architectures

Loom, a tuning-free symbolic compiler framework for tile-based SPMD programs on spatial dataflow architectures, is presented, suggesting that hardware-derived symbolic compilation provides a retargetable alternative to profiling-based tuning for spatial dataflow architectures while remaining interpretable by keeping op...

He-Ru Wang, Wei Li, Zhen-Yu Bai et al. · 0 citations

#software testing Preprint Aug 2026

LLM-based Hardware Development with Hierarchical IRs and End-to-End Multi-Agent Workflow

Experimental results indicate that such complex designs exceed the capabilities of existing approaches, whereas the proposed LLM-based hardware development framework is the only one capable of producing functional end-to-end design.

Chenyang Yin, Agasthi Haputhanthri, Aditya Anirudh Jonnalagadda et al. · 0 citations