Ziheng Chen

Ziheng Chen

Ph.D.

2022–Present ziheng.chen@unitn.it

Research Interests

Geometric Deep Learning

Papers (12)

2026

Ziheng Chen, Bernhard Schölkopf, Nicu Sebe
PDF

Ziheng Chen, Yue Song, Xiaojun Wu, Nicu Sebe

Xianglong Shi, Ziheng Chen, Yunhan Jiang, Nicu Sebe

Ziheng Chen, Zihan Su, Bernhard Schölkopf, Nicu Sebe

Chen Hu, Ziheng Chen, Rui Wang, Yefeng Zheng, Nicu Sebe

Rui Wang, Yuting Jiang, Xiaoqing Luo, Xiaojun Wu, Nicu Sebe, Ziheng Chen

2025

Rui Wang, Chen Hu, Xiaoning Song, Xiaojun Wu, Nicu Sebe, Ziheng Chen
Gyrogroup Batch Normalization

Ziheng Chen, Yue Song, Xiao-Jun Wu, Nicu Sebe
PDF Website
Understanding Matrix Function Normalizations in Covariance Pooling from the Lens of Riemannian Geometry

Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Nicu Sebe
PDF Website

2024

Riemannian Multinomial Logistics Regression for SPD Neural Networks

Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Nicu Sebe
PDF Website
A Lie Group Approach to Riemannian Batch Normalization

Ziheng Chen, Yue Song, Yunmei Liu, Nicu Sebe
PDF Website
Adaptive Log-Euclidean Metrics for SPD Matrix Learning

Ziheng Chen, Yue Song, Tianyang Xu, Zhiwu Huang, Xiao-Jun Wu, Nicu Sebe
PDF Website