Xin Ai

According to our database, Xin Ai authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

NeutronCloud: Resource-Aware Distributed GNN Training in Fluctuating Cloud Environments.

Mingyi Cao, Chunyu Cao, Yanfeng Zhang, Zhenbo Fu, Xin Ai, Qiange Wang, Yu Gu, Ge Yu

Proc. VLDB Endow., September, 2025

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

Qiange Wang, Xin Ai, Yongze Yan, Shufeng Gong, Yanfeng Zhang, Jing Chen, Ge Yu

IEEE Trans. Parallel Distributed Syst., May, 2025

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

Zhenbo Fu, Xin Ai, Qiange Wang, Yanfeng Zhang, Shizhan Lu, Chaoyi Chen, Chunyu Cao, Hao Yuan, Zhewei Wei, Yu Gu, Yingyou Wen, Ge Yu

Proc. VLDB Endow., February, 2025

DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention.

Hao Yuan, Xin Ai, Qiange Wang, Peizheng Li, Jiayang Yu, Chaoyi Chen, Xinbo Yang, Yanfeng Zhang, Zhenbo Fu, Yingyou Wen, Ge Yu

Proc. ACM Manag. Data, 2025

NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters.

Chunyu Cao, Xin Ai, Qiange Wang, Yanfeng Zhang, Zhenbo Fu, Hao Yuan, Mingyi Cao, Chaoyi Chen, Yingyou Wen, Yu Gu, Ge Yu

Proc. ACM Manag. Data, 2025

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

Yajiong Liu, Yanfeng Zhang, Qiange Wang, Hao Yuan, Xin Ai, Ge Yu

Knowl. Based Syst., 2025

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

Peizheng Li, Chaoyi Chen, Hao Yuan, Zhenbo Fu, Hang Shen, Xinbo Yang, Qiange Wang, Xin Ai, Yanfeng Zhang, Yingyou Wen, Ge Yu

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.

Xin Ai, Hao Yuan, Zeyu Ling, Qiange Wang, Yanfeng Zhang, Zhenbo Fu, Chaoyi Chen, Yu Gu, Ge Yu

Proc. VLDB Endow., October, 2024

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

Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, Ge Yu

Proc. VLDB Endow., April, 2024

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

Hao Yuan, Yajiong Liu, Yanfeng Zhang, Xin Ai, Qiange Wang, Chaoyi Chen, Yu Gu, Ge Yu

Proc. VLDB Endow., February, 2024

2023

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

Qiange Wang, Xin Ai, Yanfeng Zhang, Jing Chen, Ge Yu

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