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Ruosi Wan
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Angle-based search space shrinking for neural architecture search
Y Hu, Y Liang, Z Guo, R Wan, X Zhang, Y Wei, Q Gu, J Sun
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
692020
Towards stabilizing batch statistics in backward propagation of batch normalization
J Yan, R Wan, X Zhang, W Zhang, Y Wei, J Sun
arXiv preprint arXiv:2001.06838, 2020
462020
Spherical motion dynamics: Learning dynamics of normalized neural network using sgd and weight decay
R Wan, Z Zhu, X Zhang, J Sun
Advances in Neural Information Processing Systems 34, 6380-6391, 2021
44*2021
Neural control variates for Monte Carlo variance reduction
R Wan, M Zhong, H Xiong, Z Zhu
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
24*2020
Towards making deep transfer learning never hurt
R Wan, H Xiong, X Li, Z Zhu, J Huan
2019 IEEE International Conference on Data Mining (ICDM), 578-587, 2019
232019
GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training
H Xiong, R Wan, J Zhao, Z Chen, X Li, Z Zhu, J Huan
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (6), 1-25, 2022
132022
Unveiling gene regulatory networks during cellular state transitions without linkage across time points
R Wan, Y Zhang, Y Peng, F Tian, G Gao, F Tang, J Jia, H Ge
Scientific Reports 14 (1), 12355, 2024
2024
How Normalization and Weight Decay Can Affect SGD? Insights from a Simple Normalized Model
R Wan, Q Wang, X Zhang, YW Tai, J Sun, CK Tang
2022
Direct Reconstruction of Gene Regulatory Networks underlying Cellular state Transitions without Pseudo-time Inference
R Wan, Y Zhang, Y Peng, F Tian, G Gao, F Tang, XS Xie, J Jia, H Ge
bioRxiv, 2021.05. 12.443928, 2021
2021
Spherical Motion Dynamics
R Wan, Z Zhu, X Zhang, J Sun
Recall 2, 6, 0
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