Hongda Qi

According to our database, Hongda Qi authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Spatiotemporal PM2.5 forecasting via dynamic geographical Graph Neural Network.

Qin Zhao, Jiajun Liu, Xinwen Yang, Hongda Qi, Jie Lian

Environ. Model. Softw., 2025

Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation.

Peihan Wu, Hongda Qi, Sirong Huang, Dongdong An, Jie Lian, Qin Zhao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

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., July, 2024

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., February, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

A perspective on Petri Net learning.

Hongda Qi, Changjun Jiang

Frontiers Comput. Sci., December, 2023

2022

Net Learning.

Junli Wang, Hongda Qi, Mingjian Guang, Chaobo Zhang, Chungang Yan, Changjun Jiang

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Benchmark Datasets for Stochastic Petri Net Learning.

Mingjian Guang, Chungang Yan, Junli Wang, Hongda Qi, Changjun Jiang

Proceedings of the International Joint Conference on Neural Networks, 2021

2018

An approach to repair Petri net-based process models with choice structures.

Hongda Qi, Yuyue Du, Liang Qi, Lu Wang

Enterp. Inf. Syst., 2018

Petri net-based deviation detection between a process model with loop semantics and event logs.

Lu Wang, Yuyue Du, Man Qi, Hongda Qi, Zhaoyang He

Concurr. Comput. Pract. Exp., 2018