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Daning Cheng
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2020 – today
- 2023
- [c2]Daning Cheng, Shigang Li, Yunquan Zhang:
Asynch-SGBDT: Train Stochastic Gradient Boosting Decision Trees in an Asynchronous Parallel Manner. IPDPS 2023: 256-267 - 2022
- [i8]Daning Cheng, Wenguang Chen:
Quantization in Layer's Input is Matter. CoRR abs/2202.05137 (2022) - [i7]Daning Cheng, Wenguang Chen:
Mixed-Precision Inference Quantization: Radically Towards Faster inference speed, Lower Storage requirement, and Lower Loss. CoRR abs/2207.10083 (2022) - 2021
- [j2]Daning Cheng
, Shigang Li
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms. IEEE Trans. Parallel Distributed Syst. 32(7): 1702-1712 (2021) - 2020
- [j1]Daning Cheng, Shigang Li
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system. J. Parallel Distributed Comput. 145: 202-216 (2020)
2010 – 2019
- 2019
- [c1]Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang:
Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO. ICTAI 2019: 440-447 - [i6]Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang:
The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters. CoRR abs/1910.11510 (2019) - 2018
- [i5]Daning Cheng, Fen Xia, Shigang Li, Yunquan Zhang:
Asynchronous Parallel Sampling Gradient Boosting Decision Tree. CoRR abs/1804.04659 (2018) - [i4]Daning Cheng, Hanping Zhang, Fen Xia, Shigang Li, Yunquan Zhang:
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. CoRR abs/1811.03322 (2018) - 2017
- [i3]Daning Cheng, Shigang Li, Yunquan Zhang:
Weighted parallel SGD for distributed unbalanced-workload training system. CoRR abs/1708.04801 (2017) - [i2]Daning Cheng, Shigang Li, Yunquan Zhang:
Asynchronous COMID: the theoretic basis for transmitted data sparsification tricks on Parameter Server. CoRR abs/1709.02091 (2017) - 2015
- [i1]Meng Wu, Can Yang, Taoran Xiang, Daning Cheng:
The Research and Optimization of Parallel Finite Element Algorithm based on MiniFE. CoRR abs/1505.08023 (2015)
Coauthor Index
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