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Chuan Wu

The University of Hong Kong

dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training


May 18, 2022
Hanpeng Hu , Chenyu Jiang , Yuchen Zhong , Yanghua Peng , Chuan Wu , Yibo Zhu , Haibin Lin , Chuanxiong Guo

* Accepted by MLSys 2022 

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BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing


Dec 16, 2021
Tianfeng Liu , Yangrui Chen , Dan Li , Chuan Wu , Yibo Zhu , Jun He , Yanghua Peng , Hongzheng Chen , Hongzhi Chen , Chuanxiong Guo

* Under Review 

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Adversarial Deep Learning for Online Resource Allocation


Nov 19, 2021
Bingqian Du , Zhiyi Huang , Chuan Wu


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OneFlow: Redesign the Distributed Deep Learning Framework from Scratch


Oct 29, 2021
Jinhui Yuan , Xinqi Li , Cheng Cheng , Juncheng Liu , Ran Guo , Shenghang Cai , Chi Yao , Fei Yang , Xiaodong Yi , Chuan Wu , Haoran Zhang , Jie Zhao


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Distributed Machine Learning through Heterogeneous Edge Systems


Nov 16, 2019
Hanpeng Hu , Dan Wang , Chuan Wu

* Copyright 2020, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved 

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Characterizing Deep Learning Training Workloads on Alibaba-PAI


Oct 14, 2019
Mengdi Wang , Chen Meng , Guoping Long , Chuan Wu , Jun Yang , Wei Lin , Yangqing Jia

* Accepted by IISWC2019 

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DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters


Sep 13, 2019
Yanghua Peng , Yixin Bao , Yangrui Chen , Chuan Wu , Chen Meng , Wei Lin


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Normalized Direction-preserving Adam


Sep 18, 2018
Zijun Zhang , Lin Ma , Zongpeng Li , Chuan Wu


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Online Influence Maximization in Non-Stationary Social Networks


Apr 26, 2016
Yixin Bao , Xiaoke Wang , Zhi Wang , Chuan Wu , Francis C. M. Lau

* 10 pages. To appear in IEEE/ACM IWQoS 2016. Full version 

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