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Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication


Mar 02, 2023
Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang

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FedABC: Targeting Fair Competition in Personalized Federated Learning


Feb 15, 2023
Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao

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* AAAI2023 
* 9 pages,5 figures 

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Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE


Dec 04, 2022
Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao

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* Technical report 

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Machine Learning for a Sustainable Energy Future


Oct 19, 2022
Zhenpeng Yao, Yanwei Lum, Andrew Johnston, Luis Martin Mejia-Mendoza, Xin Zhou, Yonggang Wen, Alan Aspuru-Guzik, Edward H. Sargent, Zhi Wei Seh

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Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition


Sep 07, 2022
Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao

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Smart Multi-tenant Federated Learning


Jul 09, 2022
Weiming Zhuang, Yonggang Wen, Shuai Zhang

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Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision


Jun 01, 2022
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen

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* Submitted to ACM Computing Surveys 

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Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis


May 24, 2022
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang

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* TOMM 

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Divergence-aware Federated Self-Supervised Learning


Apr 09, 2022
Weiming Zhuang, Yonggang Wen, Shuai Zhang

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* ICLR'22 

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