Author

Zihao Ye

NVIDIA

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Preprint Aug 2026

Tabular Numeric Stretch Transformation

The stretch transformation framework is introduced, which formulates numeric feature preprocessing as an optimization problem to make the target function smoother and thus more learnable and shows that explicitly optimizing for target function smoothness is a powerful and underexplored strategy for tabular deep learnin...

Zihao Ye, Juyong Kim, Johnna Sundberg et al. · 0 citations

Preprint Aug 2026

CAKE: Compiler-Agent Co-Design for Frontier Kernel Evolution

CAKE, a compiler-agent co-design in which agents author CAKE IR, a typed, hardware-explicit schedule representation, exposes warp roles, memory movement, synchronization, and pipelines while supporting verification, cost modeling, and localized diagnostics.

Zihao Ye, Yingyi Huang, H. Jin et al. · 4 citations