Jianqing Song

According to our database, Jianqing Song authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

Graph Neural Networks with Coarse- and Fine-Grained Division for mitigating label noise and sparsity.

Shuangjie Li, Baoming Zhang, Jianqing Song, Gaoli Ruan, Chongjun Wang, Junyuan Xie

Neural Networks, 2025

Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification.

Baoming Zhang, Mingcai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise.

Shuangjie Li, Baoming Zhang, Jianqing Song, Gaoli Ruan, Chongjun Wang, Junyuan Xie

CoRR, 2024

Similarity-Navigated Conformal Prediction for Graph Neural Networks.

Jianqing Song, Jianguo Huang, Wenyu Jiang, Baoming Zhang, Shuangjie Li, Chongjun Wang

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

Seeking Similarities While Removing Differences: Graph Neural Networks Based on Node Correlation.

Shuangjie Li, Baoming Zhang, Jianqing Song, Yifan Xia, Junyuan Xie, Chongjun Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Self-supervised robust Graph Neural Networks against noisy graphs and noisy labels.

Jinliang Yuan, Hualei Yu, Meng Cao, Jianqing Song, Junyuan Xie, Chongjun Wang

Appl. Intell., November, 2023

A Flexible Debiasing Framework for Fair Heterogeneous Information Network Embedding.

Meng Cao, Mingcai Chen, Jianqing Song, Chen-Xuan Fang, Chongjun Wang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

FairHELP: Fairness-Aware Heterogeneous Information Network Embedding for Link Prediction.

Meng Cao, Jianqing Song, Jinliang Yuan, Baoming Zhang, Chongjun Wang

Proceedings of the Database Systems for Advanced Applications, 2023