Guanbin Xu

According to our database, Guanbin Xu authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training.

Guanbin Xu, Zhihao Le, Yinhe Chen, Zhiqi Lin, Zewen Jin, Youshan Miao, Cheng Li

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference.

Ping Gong, Jiawei Yi, Shengnan Wang, Juncheng Zhang, Zewen Jin, Ouxiang Zhou, Ruibo Liu, Guanbin Xu, Youhui Bai, Bowen Ye, Kun Yuan, Tong Yang, Gong Zhang, Renhai Chen, Feng Wu, Cheng Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Efficient Schedule Construction for Distributed Execution of Large DNN Models.

Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang

IEEE Trans. Parallel Distributed Syst., December, 2024

Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search.

Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2021

MTFC: A Multi-GPU Training Framework for Cube-CNN-Based Hyperspectral Image Classification.

Ye Lu, Kunpeng Xie, Guanbin Xu, Han Dong, Cheng Li, Tao Li

IEEE Trans. Emerg. Top. Comput., 2021