Meng Zhang

According to our database, Meng Zhang authored at least 7 papers between 2023 and 2024.

Collaborative distances:

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

2024

FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices.

Haozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang

Proceedings of the ACM on Web Conference 2024, 2024

TorchGT: A Holistic System for Large-Scale Graph Transformer Training.

Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang

Proceedings of the International Conference for High Performance Computing, 2024

Characterization of Large Language Model Development in the Datacenter.

Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training.

Meng Zhang, Qinghao Hu, Cheng Wan, Haozhao Wang, Peng Sun, Yonggang Wen, Tianwei Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication.

Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang

CoRR, 2023

Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters.

Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs.

Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023