Ru Geng

Lecturer, School of Mathematics and Statistics, Changchun University

Joined

January 2026

Names

Ru Geng (Preferred)

Emails

****@ccu.edu.cn (Confirmed)

****@163.com

Personal Links

ORCID

Career & Education History

Lecturer

School of Mathematics and Statistics, Changchun University (ccu.edu)

2025 – Present

PhD student

School of Mathematics and Statistics, Northeast Normal University (nenu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yixian Gao

Present

Coauthor

Jian Zu

Present

Coauthor

Hong-Kun Zhang

Present

Expertise

deep learning

Present

graph neural network

Present

Intersection of physical systems and neural networks

Present

Publications

Graph signal processing on dynamic graphs based on temporal-attention product
Ru Geng, Yixian Gao, Hong-Kun Zhang, Jian Zu
- https://www.sciencedirect.com/science/article/abs/pii/S1063520323000660?casa_token=TkBBxYu0Jv4AAAAA:7lH75olEMiuEUSFS4NHLvGLDR4HkNl9yMfwTo5fzk2_iyvnKVEM7-GFMUhuy0YtNsFzU49a-
- Readers: Everyone
Decoding global economic dynamic: A graph-based examination of contemporary ETF markets
Ru Geng, Hong-Kun Zhang, Yixian Gao, Gangnan Yuan
- https://www.sciencedirect.com/science/article/abs/pii/S0960077925013268?casa_token=sR3TIQK92rcAAAAA:8fmuKf3Bz-rtRwjaQv8XMlQJB0LtZ3htNcl9wY382gRX1DrUrWiEqEHkdATVuU-QTHppO1_FfQ
- Readers: Everyone
α-separable graph Hamiltonian network: A robust model for learning particle interactions in lattice systems
Yixian Gao, Ru Geng, Panayotis Kevrekidis, Hong-Kun Zhang, Jian Zu
- https://journals.aps.org/pre/abstract/10.1103/PhysRevE.111.015309
- Readers: Everyone
IADNet: A neural network for discovering particle interactions from trajectory data
Ru Geng, Yixian Gao, Jian Zu, Hong-Kun Zhang
- Physica D: Nonlinear Phenomena
- Readers: Everyone
Separable graph Hamiltonian network: A graph deep learning model for lattice systems
Ru Geng, Jian Zu, Yixian Gao, Hong-Kun Zhang
- Physical Review Research
- Readers: Everyone
Analysis of the Spatio-Temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory
Ru Geng, Yixian Gao, Hongkun Zhang, Jian Zu
- IEEE Transactions on Signal and Information Processing over Networks
- Readers: Everyone

Ru Geng

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Graph signal processing on dynamic graphs based on temporal-attention product

Decoding global economic dynamic: A graph-based examination of contemporary ETF markets

α-separable graph Hamiltonian network: A robust model for learning particle interactions in lattice systems

IADNet: A neural network for discovering particle interactions from trajectory data

Separable graph Hamiltonian network: A graph deep learning model for lattice systems

Analysis of the Spatio-Temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory

Co-Authors