most citedDenseGNN: universal and scalable deeper graph neural networks for high-performance property prediction in crystals and molecules

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cs.DC2026

NCCLZ: Compression-Enabled GPU Collectives with Decoupled Quantization and Entropy Coding

Jiamin Wang, Zhijing Ye, Xiaodong Yu

Collective communication is a major bottleneck for multi-node GPU workloads in scientific computing and distributed deep learning, especially when inter-node bandwidth is limited.…