Author

Cheng Deng

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Book Open access Sep 2026

MeshRT: Compile-Time Governed Wafer-Scale Runtime for Low-Latency High-Throughput Inference

Wafer-scale accelerators promise ultra-low-latency AI inference, but current system stacks still carry an unsustainably high cost premium. The reason is that many current and emerging inference techniques, such as batching and MoE, introduce runtime dynamism that existing wafer-scale systems cannot support efficiently....

Cong-Jie He, Le Xu, Zhan Lu et al. · Proceedings of the ACM SIGOP... · 0 citations

Preprint Aug 2026

HAP: Head-Adaptive Visual Token Pruning via Cross-Modal Alignment

PAQ (Prompt-Grounded Attention Quality), a metric quantifying how well each head aligns the prompt with image regions, is proposed and built on, which delivers state-of-the-art trade-offs on LLaVA-1.5-7B.

Yuan Sun, Hua-Wei Ji, Yuanhao Jin et al. · 1 citation