Wanchao Liang

According to our database, Wanchao Liang authored at least 7 papers between 2014 and 2025.

Collaborative distances:

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

2025

TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining.

Wanchao Liang, Tianyu Liu, Less Wright, Will Constable, Andrew Gu, Chien-Chin Huang, Iris Zhang, Wei Feng, Howard Huang, Junjie Wang, Sanket Purandare, Gokul Nadathur, Stratos Idreos

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile.

Ruisi Zhang, Tianyu Liu, Will Feng, Andrew Gu, Sanket Purandare, Wanchao Liang, Francisco Massa

CoRR, 2024

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training.

Wanchao Liang, Tianyu Liu, Less Wright, Will Constable, Andrew Gu, Chien-Chin Huang, Iris Zhang, Wei Feng, Howard Huang, Junjie Wang, Sanket Purandare, Gokul Nadathur, Stratos Idreos

CoRR, 2024

2023

PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls.

Shen Li, Pritam Damania, Luca Wehrstedt, Rohan Varma, Omkar Salpekar, Pavel Belevich, Howard Huang, Yanli Zhao, Lucas Hosseini, Wanchao Liang, Hongyi Jia, Shihao Xu, Satendra Gera, Alisson G. Azzolini, Guoqiang Jerry Chen, Zachary DeVito, Chaoyang He, Amir Ziashahabi, Alban Desmaison, Edward Z. Yang, Gregory Chanan, Brian Vaughan, Manoj Krishnan, Joseph S. Spisak, Salman Avestimehr, Soumith Chintala

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2017

Traffic Load Balancing Schemes for Devolved Controllers in Mega Data Centers.

Xiaofeng Gao, Linghe Kong, Weichen Li, Wanchao Liang, Yuxiang Chen, Guihai Chen

IEEE Trans. Parallel Distributed Syst., 2017

2014

Balancing traffic load for devolved controllers in data center networks.

Wanchao Liang, Xiaofeng Gao, Fan Wu, Guihai Clien, Wei Wei

Proceedings of the IEEE Global Communications Conference, 2014

Efficient R-Tree Based Indexing for Cloud Storage System with Dual-Port Servers.

Fan Li, Wanchao Liang, Xiaofeng Gao, Bin Yao, Guihai Chen

Proceedings of the Database and Expert Systems Applications, 2014