3 citations · 5 across the 6 of their papers we have counts for
Showing 2026 · cs.PLShow all
2 papers · 2 filters
cs.PL2026
M2K: Making the Model-Kernel Interface Explicit for Reliable CUDA Kernel Verification
Mengting He, Shihao Xia, Haomin Jia +2
Large language model (LLM) inference systems rely on CUDA kernels for core GPU computations, yet the interface between models and kernels is implicit and poorly specified. Models a…
cs.PL2026
Doc2Spec: Synthesizing Formal Programming Specifications from Natural Language via Grammar Induction
Shihao Xia, Mengting He, Haomin Jia +2
Ensuring that API implementations and usage comply with natural language programming rules is critical for software correctness, security, and reliability. Formal verification can…