Junyu Gu

According to our database, Junyu Gu authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

TAC: Cache-Based System for Accelerating Billion-Scale GNN Training on Multi-GPU Platform.

Zhiqiang Liang, Hongyu Gao, Jue Wang, Fang Liu, Xingguo Shi, Junyu Gu, Peng Di, Sian Li, Lei Tang, Chunbao Zhou, Lian Zhao, Yangang Wang, Xuebin Chi

Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026

2025

STRAW-YOLO: A detection method for strawberry fruits targets and key points.

Zenghong Ma, Naishen Dong, Junyu Gu, Hongchao Cheng, Zhichao Meng, Xiaoqiang Du

Comput. Electron. Agric., 2025

ParGNN: A Scalable Graph Neural Network Training Framework on multi-GPUs.

Junyu Gu, Shunde Li, Rongqiang Cao, Jue Wang, Zijian Wang, Zhiqiang Liang, Fang Liu, Shigang Li, Chunbao Zhou, Yangang Wang, Xuebin Chi

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

POSTER: ParGNN: Efficient Training for Large-Scale Graph Neural Network on GPU Clusters.

Shunde Li, Junyu Gu, Jue Wang, Tiechui Yao, Zhiqiang Liang, Yumeng Shi, Shigang Li, Weiting Xi, Shushen Li, Chunbao Zhou, Yangang Wang, Xuebin Chi

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

2023

A Sparse Matrix Optimization Method for Graph Neural Networks Training.

Tiechui Yao, Jue Wang, Junyu Gu, Yumeng Shi, Fang Liu, Xiaoguang Wang, Yangang Wang, Xuebin Chi

Proceedings of the Knowledge Science, Engineering and Management, 2023

A Graph Partitioning Algorithm Based on Graph Structure and Label Propagation for Citation Network Prediction.

Weiting Xi, Hui He, Junyu Gu, Jue Wang, Tiechui Yao, Zhiqiang Liang

Proceedings of the Knowledge Science, Engineering and Management, 2023