Author

Jinqi Chen

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#artificial intelligence Book Jan 2026

TIRx: A Unified Tile Primitive ML Compiler Across Heterogeneous Backends

TIRx is presented, an ML compiler for GPUs and AI accelerators that exposes these ingredients through explicit interfaces and introduces tile-primitive dispatch, which lowers high-level operations to efficient implementations according to scope, layout, and backend.

Bo-Han Hou, H. Jin, Guan-Jie Wang et al. · 6 citations · ⚡2

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