Siyu Wang

According to our database, Siyu Wang authored at least 12 papers between 2020 and 2025.

Collaborative distances:

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

2025

DyOrc: Efficient Serving of Dynamic Machine Learning Workflows.

Shiwei Zhang, Lansong Diao, Zisheng Meng, Siyu Wang, Wei Lin, Chuan Wu

Proceedings of the 2025 ACM Symposium on Cloud Computing, 2025

Concerto: Automatic Communication Optimization and Scheduling for Large-Scale Deep Learning.

Shenggan Cheng, Shengjie Lin, Lansong Diao, Hao Wu, Siyu Wang, Chang Si, Ziming Liu, Xuanlei Zhao, Jiangsu Du, Wei Lin, Yang You

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

HAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis.

Shiwei Zhang, Lansong Diao, Chuan Wu, Zongyan Cao, Siyu Wang, Wei Lin

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

HAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis.

Shiwei Zhang, Lansong Diao, Chuan Wu, Zongyan Cao, Siyu Wang, Wei Lin

Dataset, November, 2023

HAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis.

Shiwei Zhang, Lansong Diao, Chuan Wu, Zongyan Cao, Siyu Wang, Wei Lin

Dataset, November, 2023

Expediting Distributed DNN Training With Device Topology-Aware Graph Deployment.

Shiwei Zhang, Xiaodong Yi, Lansong Diao, Chuan Wu, Siyu Wang, Wei Lin

IEEE Trans. Parallel Distributed Syst., April, 2023

Ada-Grouper: Accelerating Pipeline Parallelism in Preempted Network by Adaptive Group-Scheduling for Micro-Batches.

Siyu Wang, Zongyan Cao, Chang Si, Lansong Diao, Jiamang Wang, Wei Lin

CoRR, 2023

Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform.

Shiwei Zhang, Lansong Diao, Siyu Wang, Zongyan Cao, Yiliang Gu, Chang Si, Ziji Shi, Zhen Zheng, Chuan Wu, Wei Lin

CoRR, 2023

2022

Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion.

Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin

IEEE Trans. Parallel Distributed Syst., 2022

Accelerating large-scale distributed neural network training with SPMD parallelism.

Shiwei Zhang, Lansong Diao, Chuan Wu, Siyu Wang, Wei Lin

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

DAPPLE: a pipelined data parallel approach for training large models.

Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

2020

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.

Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin

CoRR, 2020