Ruosi Wan

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Variance Reduction

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

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) (2022)
Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun
Spherical Motion Dynamics: Learning Dynamics of Normalized Neural Network using SGD and Weight Decay. NeurIPS (2021)
Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun
Spherical Motion Dynamics of Deep Neural Networks with Batch Normalization and Weight Decay. CoRR (2020)
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)
Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization. ICLR (2020)
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 (2020)
Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization. CoRR (2020)
Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan
Towards Making Deep Transfer Learning Never Hurt. CoRR (2019)
Ruosi Wan, Mingjun Zhong, Haoyi Xiong, Zhanxing Zhu
Neural Control Variates for Monte Carlo Variance Reduction. ECML/PKDD (2) (2019)
Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan
Towards Making Deep Transfer Learning Never Hurt. ICDM (2019)
Zhanxing Zhu, Ruosi Wan, Mingjun Zhong
Neural Control Variates for Variance Reduction. CoRR (2018)