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.· 0 citations
Together, these results support multi-view repository-context serving with explicit, operation-specific validity boundaries with quality-cost frontiers across the repository-context lifecycle.
Zhongming Yu, Hengjia Yu, Boqin Yuan et al.· 0 citations
CHORUS is presented, a post-training framework that pushes performance beyond what a conventional supervised fine-tuning (SFT)-to-reinforcement learning (RL) pipeline achieves, and consolidates the resulting specialists into a single 4B model.
Hejia Zhang, Sheng Lu, Zhongming Yu et al.· 0 citations