2025 "communication overhead" Papers

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Accelerating Parallel Diffusion Model Serving with Residual Compression

Jiajun Luo, Yicheng Xiao, Jianru Xu et al.

NEURIPS 2025oralarXiv:2507.17511

Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving

Xinyu Wang, Jonas M. Kübler, Kailash Budhathoki et al.

NEURIPS 2025posterarXiv:2510.23346

Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism

Kunyun Wang, Bohan Li, Kai Yu et al.

NEURIPS 2025posterarXiv:2505.14741
1
citations

DUO: No Compromise to Accuracy Degradation

Jinda Jia, Cong Xie, Hanlin Lu et al.

NEURIPS 2025poster

First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training

Gyudong Kim, Hyukju Na, Jin Kim et al.

NEURIPS 2025poster