Author

Xiao-Guang Liu

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Book Open access Sep 2026

PIM-Pai: Boosting the Performance of Index Structures with Minimal Effort on Processing-in-Memory Architecture

Index structures are critical components in the current datacenter. However, their performance is frequently constrained by the memory bandwidth limitations of modern computer architectures. Recently, processing-in-memory (PIM) has emerged as a promising solution to address this challenge. By enabling data processing d...

Li-Xiao Cui, Ke-Di Yang, Zhuo-Ran Wang et al. · Proceedings of the Internati... · 0 citations

#large language models Book Open access Sep 2026

PIM-Forge: Toward Autonomous PIM Kernel Synthesis through Constraint-Guided Hardware Exploration

Processing-in-Memory (PIM) architectures offer a promising paradigm to overcome the “memory wall”. While a limited set of hand-tuned kernels has been developed for specific PIM platforms, a comprehensive, high-performance operator library supporting mainstream machine learning workloads is still lacking. Manual PIM ker...

Yi-Xing Du, Qing-Yun Tang, Li-Xiao Cui et al. · Proceedings of the Internati... · 0 citations

Preprint Aug 2026

ComFuse: Fusing Complex Memory-Intensive Subgraphs with Compute-Intensive Kernels For Modern GPU Architectures

Experimental results show that the fused kernels generated by ComFuse outperform those produced by TorchInductor across post-norm workloads and various complex computation scenarios, while supporting more flexible fusion patterns.

Di Mu, Tengyuan Jin, Zhen-Kun Wang et al. · 0 citations