Songwei Zhao

According to our database, Songwei Zhao authored at least 14 papers between 2021 and 2026.

Collaborative distances:

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

2026

Towards context-aware graph representation learning: Adaptive node aggregation with LLMs.

Songwei Zhao, Yuan Jiang, Sinuo Zhang, Jifeng Hu, Philip S. Yu, Hechang Chen

Artif. Intell., 2026

TGSBM: Transformer-Guided Stochastic Block Model for Link Prediction.

Zhejian Yang, Songwei Zhao, Zilin Zhao, Hechang Chen

Proceedings of the ACM Web Conference 2026, 2026

2025

EGNN: Exploring Structure-Level Neighborhoods in Graphs With Varying Homophily Ratios.

Songwei Zhao, Bo Yu, Sinuo Zhang, Zhejian Yang, Jifeng Hu, Philip S. Yu, Hechang Chen

IEEE Trans. Knowl. Data Eng., October, 2025

A Flexible Diffusion Convolution for Graph Neural Networks.

Songwei Zhao, Bo Yu, Kang Yang, Sinuo Zhang, Jifeng Hu, Yuan Jiang, Philip S. Yu, Hechang Chen

IEEE Trans. Knowl. Data Eng., June, 2025

GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs.

Songwei Zhao, Yuan Jiang, Zijing Zhang, Yang Yu, Hechang Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Uncertainty-Aware Contrastive Learning for semi-supervised named entity recognition.

Kang Yang, Zhiwei Yang, Songwei Zhao, Zhejian Yang, Sinuo Zhang, Hechang Chen

Knowl. Based Syst., 2024

2023

HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control.

Xinqi Du, Hechang Chen, Bo Yang, Cheng Long, Songwei Zhao

Inf. Sci., September, 2023

Boosted crow search algorithm for handling multi-threshold image problems with application to X-ray images of COVID-19.

Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Huiling Chen

Expert Syst. Appl., 2023

2022

Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study.

Songwei Zhao, Pengjun Wang, Xuehua Zhao, Hamza Turabieh, Majdi M. Mafarja, Huiling Chen

Eng. Comput., 2022

An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection.

Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Chao Ma, Huiling Chen

Eng. Comput., 2022

Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization.

Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen

Proceedings of the Knowledge Science, Engineering and Management, 2022

District-Coupled Epidemic Control via Deep Reinforcement Learning.

Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen

Proceedings of the Knowledge Science, Engineering and Management, 2022

2021

Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease.

Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Chengye Li

Comput. Biol. Medicine, 2021

Performance optimization of salp swarm algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy.

Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Wenming He, Suling Xu

Comput. Biol. Medicine, 2021