Xin Ai

Orcid: 0009-0006-0746-8222

Affiliations:

Northeastern University, School of Computer Science and Engineering, Shenyang, China

According to our database¹, Xin Ai authored at least 8 papers between 2023 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2025

Towards Communication-Efficient Out-of-Core Graph Processing on the GPU.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., May, 2025

NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism.

[BibT_eX]

[DOI]

Proc. VLDB Endow., February, 2025

NeutronSketch: An in-depth exploration of redundancy in large-scale graph neural network training.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

2024

NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism.

[BibT_eX]

[DOI]

Proc. VLDB Endow., October, 2024

NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments.

[BibT_eX]

[DOI]

Proc. VLDB Endow., April, 2024

Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective.

[BibT_eX]

[DOI]

Proc. VLDB Endow., February, 2024

2023

HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Xin Ai

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