Author

Ji-Rong Yang

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Preprint Aug 2026

Rethinking Agentic Kernel Generation for Emerging Accelerators

Results show that a compiler-defined symbolic interface turns native kernel synthesis into verified design-space exploration: compiler infrastructure preserves legality and correctness, while neural guidance improves workload-specific performance with lower search cost and complete coverage.

Ruijie Gao, Ji-Rong Yang, B. Lyu et al. · 0 citations

Preprint Aug 2026

Architectural Implications of Agentic AI Workflows

This work organizes agentic workflows in a taxonomy and presents its first architectural characterization with a production study at Microsoft Azure and a controlled study of open-source frameworks, showing that agentic execution is fragmented and heterogeneous.

Ji-Rong Yang, Peizhe Liu, Chaojie Zhang et al. · 2 citations