"pipeline parallelism" Papers

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DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism

HongXin Xu, Tianyu Guo, Xianwei Zhang

NEURIPS 2025

Efficient Long Context Fine-tuning with Chunk Flow

Xiulong Yuan, Hongtao Xu, Wenting Shen et al.

ICML 2025arXiv:2503.02356
3
citations

Nesterov Method for Asynchronous Pipeline Parallel Optimization

Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo et al.

ICML 2025arXiv:2505.01099
2
citations

EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism

Yanxi Chen, Xuchen Pan, Yaliang Li et al.

ICML 2024arXiv:2312.04916
60
citations

HexGen: Generative Inference of Large Language Model over Heterogeneous Environment

Youhe Jiang, Ran Yan, Xiaozhe Yao et al.

ICML 2024arXiv:2311.11514
34
citations

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu, Chenxi Dai, Wangcheng Tao et al.

ICML 2024

Practical Performance Guarantees for Pipelined DNN Inference

Aaron Archer, Matthew Fahrbach, Kuikui Liu et al.

ICML 2024spotlightarXiv:2311.03703
1
citations