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2020 – today
- 2022
[j1]Haoyi Xiong
, Ruosi Wan, Jian Zhao, Zeyu Chen, Xingjian Li, Zhanxing Zhu, Jun Huan:
GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training. ACM Trans. Knowl. Discov. Data 16(6): 117:1-117:25 (2022)- 2021
- [c5]Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun:
Spherical Motion Dynamics: Learning Dynamics of Normalized Neural Network using SGD and Weight Decay. NeurIPS 2021: 6380-6391 - 2020
- [c4]Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun:
Angle-Based Search Space Shrinking for Neural Architecture Search. ECCV (19) 2020: 119-134 - [c3]Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun:
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization. ICLR 2020 - [i5]Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun:
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization. CoRR abs/2001.06838 (2020) - [i4]Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun:
Angle-based Search Space Shrinking for Neural Architecture Search. CoRR abs/2004.13431 (2020) - [i3]Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun:
Spherical Motion Dynamics of Deep Neural Networks with Batch Normalization and Weight Decay. CoRR abs/2006.08419 (2020)
2010 – 2019
- 2019
- [c2]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. ICDM 2019: 578-587 - [c1]Ruosi Wan, Mingjun Zhong, Haoyi Xiong, Zhanxing Zhu:
Neural Control Variates for Monte Carlo Variance Reduction. ECML/PKDD (2) 2019: 533-547 - [i2]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. CoRR abs/1911.07489 (2019) - 2018
- [i1]Zhanxing Zhu, Ruosi Wan, Mingjun Zhong:
Neural Control Variates for Variance Reduction. CoRR abs/1806.00159 (2018)
Coauthor Index
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