Hongda Qi

Lecturer, Shanghai Normal University

Joined

May 2024

Names

Hongda Qi (Preferred)

Emails

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

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Lecturer

Shanghai Normal University (shnu.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Changjun Jiang

2018 – 2023

Expertise

LLM

Present

GNN

Present

AI for Educations

Present

Publications

Adaptive Sampling-Based Heterogeneous Graph Enhancement
Qin Zhao, Guojun Yang, Yaru Miao, Jie Lian, Hongda Qi, Zuliang Kou
- Comput. Informatics 2025
- Readers: Everyone
Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation
Peihan Wu, Hongda Qi, Sirong Huang, Dongdong An, Jie Lian, Qin Zhao
- IJCAI 2025
- Readers: Everyone
Spatiotemporal PM2.5 forecasting via dynamic geographical Graph Neural Network
Qin Zhao, Jiajun Liu, Xinwen Yang, Hongda Qi, Jie Lian
- Environ. Model. Softw. 2025
- Readers: Everyone
Reinforcement learning-based secure training for adversarial defense in graph neural networks
Dongdong An, Yi Yang, Xin Gao, Hongda Qi, Yang Yang, Xin Ye, Maozhen Li, Qin Zhao
- Neurocomputing 2025
- Readers: Everyone
Probabilistic Reachability Prediction of Unbounded Petri Nets: A Machine Learning Method
Hongda Qi, Mingjian Guang, Junli Wang, Chungang Yan, Changjun Jiang
- IEEE Trans Autom. Sci. Eng. 2024
- Readers: Everyone
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
Rui Duan, Mingjian Guang, Junli Wang, Chungang Yan, Hongda Qi, Wenkang Su, Can Tian, Haoran Yang
- NeurIPS 2024 poster
- Readers: Everyone
The Probabilistic Liveness Decision Method of Unbounded Petri Nets Based on Machine Learning
Hongda Qi, Junli Wang, Chungang Yan, Changjun Jiang
- IEEE Trans. Syst. Man Cybern. Syst. 2024
- Readers: Everyone
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
Rui Duan, Mingjian Guang, Junli Wang, Chungang Yan, Hongda Qi, Wenkang Su, Can Tian, Haoran Yang
- NeurIPS 2024
- Readers: Everyone
A perspective on Petri Net learning
Hongda Qi, Changjun Jiang
- Frontiers Comput. Sci. 2023
- Readers: Everyone
Net Learning
Junli Wang, Hongda Qi, Mingjian Guang, Chaobo Zhang, Chungang Yan, Changjun Jiang
- IEEE Trans. Neural Networks Learn. Syst. 2022
- Readers: Everyone

View all 13 publications

Co-Authors

View all 29 co-authors