Hongda Qi

12 papers A* 2B 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Sampling-Based Heterogeneous Graph Enhancement.
Comput. Informatics
Qin Zhao, Guojun Yang, Yaru Miao, Jie Lian, Hongda Qi, Zuliang Kou
2025 J jnl
Reinforcement learning-based secure training for adversarial defense in graph neural networks.
Neurocomputing
Dongdong An, Yi Yang, Xin Gao, Hongda Qi, Yang Yang, Xin Ye, Maozhen Li, Qin Zhao
2025 J jnl
Spatiotemporal PM2.5 forecasting via dynamic geographical Graph Neural Network.
Environ. Model. Softw.
Qin Zhao, Jiajun Liu, Xinwen Yang, Hongda Qi, Jie Lian
2025 A* conf
Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation.
IJCAI
Peihan Wu, Hongda Qi, Sirong Huang, Dongdong An, Jie Lian, Qin Zhao
2024 J jnl
Probabilistic Reachability Prediction of Unbounded Petri Nets: A Machine Learning Method.
IEEE Trans Autom. Sci. Eng.
Hongda Qi, Mingjian Guang, Junli Wang, Chungang Yan, Changjun Jiang
2024 J jnl
The Probabilistic Liveness Decision Method of Unbounded Petri Nets Based on Machine Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Hongda Qi, Junli Wang, Chungang Yan, Changjun Jiang
2024 A* conf
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles.
NeurIPS
Rui Duan, Mingjian Guang, Junli Wang, Chungang Yan, Hongda Qi, Wenkang Su, Can Tian, Haoran Yang
2023 J jnl
A perspective on Petri Net learning.
Frontiers Comput. Sci.
Hongda Qi, Changjun Jiang
2022 J jnl
Net Learning.
IEEE Trans. Neural Networks Learn. Syst.
Junli Wang, Hongda Qi, Mingjian Guang, ChaoBo Zhang, Chungang Yan, Changjun Jiang
2021 B conf
Benchmark Datasets for Stochastic Petri Net Learning.
IJCNN
Mingjian Guang, Chungang Yan, Junli Wang, Hongda Qi, Changjun Jiang
2018 J jnl
An approach to repair Petri net-based process models with choice structures.
Enterp. Inf. Syst.
Hongda Qi, Yuyue Du, Liang Qi, Lu Wang
2018 J jnl
Petri net-based deviation detection between a process model with loop semantics and event logs.
Concurr. Comput. Pract. Exp.
Lu Wang, Yuyue Du, Man Qi, Hongda Qi, Zhaoyang He