Xuebin Zheng

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 14

Top Topics

Graph Representation

Optimization Methods

Top Venues

J. Mach. Learn. Res.

Publications

Xuebin Zheng, Bingxin Zhou, Ming Li, Yu Guang Wang, Junbin Gao
MathNet: Haar-like wavelet multiresolution analysis for graph representation learning. Knowl. Based Syst. 273 (2023)
Bingxin Zhou, Xuebin Zheng, Yu Guang Wang, Ming Li, Junbin Gao
Embedding Graphs on Grassmann Manifold. CoRR (2022)
Bingxin Zhou, Xuebin Zheng, Yu Guang Wang, Ming Li, Junbin Gao
Embedding graphs on Grassmann manifold. Neural Networks 152 (2022)
Mengxi Yang, Xuebin Zheng, Jie Yin, Junbin Gao
Quasi-Framelets: Another Improvement to GraphNeural Networks. CoRR (2022)
Xuebin Zheng, Bingxin Zhou, Yu Guang Wang, Xiaosheng Zhuang
Decimated Framelet System on Graphs and Fast G-Framelet Transforms. J. Mach. Learn. Res. 23 (2022)
Xuebin Zheng, Bingxin Zhou, Junbin Gao, Yuguang Wang, Pietro Lió, Ming Li, Guido Montúfar
How Framelets Enhance Graph Neural Networks. ICML (2021)
Xuebin Zheng, Bingxin Zhou, Junbin Gao, Yu Guang Wang, Pietro Liò, Ming Li, Guido Montúfar
How Framelets Enhance Graph Neural Networks. CoRR (2021)
Bingxin Zhou, Ruikun Li, Xuebin Zheng, Yu Guang Wang, Junbin Gao
Graph Denoising with Framelet Regularizer. CoRR (2021)
Wenyu Ma, Xuebin Zheng, Yongqiang Zhang, Jianwei Yang, Baochuan Wang, Chunguang Li
The effect of bumper thickness on the automotive crash safety performance. AIAM (ACM) (2021)
Wenyu Ma, Jianwei Yang, Xuebin Zheng, Baochuan Wang, Yongqiang Zhang, Chunguang Li
Automotive safety analysis of front bumper crash for low-speed collision. AIAM (ACM) (2021)
Bingxin Zhou, Xuebin Zheng, Junbin Gao
On the Trend-corrected Variant of Adaptive Stochastic Optimization Methods. IJCNN (2020)
Bingxin Zhou, Xuebin Zheng, Junbin Gao
ADAMT: A Stochastic Optimization with Trend Correction Scheme. CoRR (2020)
Xuebin Zheng, Bingxin Zhou, Yu Guang Wang, Xiaosheng Zhuang
Decimated Framelet System on Graphs and Fast G-Framelet Transforms. CoRR (2020)
Xuebin Zheng, Bingxin Zhou, Ming Li, Yu Guang Wang, Junbin Gao
Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide. CoRR (2020)
Jagath C. Rajapakse, Yang Wang, Xuebin Zheng, Juan Helen Zhou
Probabilistic Framework for Brain Connectivity From Functional MR Images. IEEE Trans. Medical Imaging 27 (6) (2008)
Xuebin Zheng, Jagath C. Rajapakse
Learning functional structure from fMR images. NeuroImage 31 (4) (2006)