2 papers
cs.DC2025
Static Batching of Irregular Workloads on GPUs: Framework and Application to Efficient MoE Model Inference
Yinghan Li, Yifei Li, Jiejing Zhang +13
It has long been a problem to arrange and execute irregular workloads on massively parallel devices. We propose a general framework for statically batching irregular workloads into…
cs.DS2025
RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection
Yifei Li, Bole Zhou, Jiejing Zhang +3
Top-k selection, which identifies the largest or smallest k elements from a data set, is a fundamental operation in data-intensive domains such as databases and deep learning, so i…