| 2025 |
| Ziwei Wang, Weizhi Chen, Leyang Yang, Sheng Zhou*, Shengchu Zhao, Hanbei Zhan, Jiongchao Jin, Liangcheng Li, Zirui Shao, Jiajun Bu, MP-GUI: Modality Perception with MLLMs for GUI Understanding, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025 (CCF-A) |
| Wanyi Chen, Zihua Zhao, Jiangchao Yao, Ya Zhang, Jiajun Bu, Haishuai Wang*, Multi-modal Medical Diagnosis via Large-small Model Collaboration, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025 (CCF-A) |
| Hui Fang, Haishuai Wang, Yang Gao, Yonggang Zhang, Jiajun Bu, Bo Han, Hui Lin, InsGNN: Interpretable Spatio-temporal Graph Neural Networks via Information Bottleneck, Information Fusion, vol 119, July 2025(IF: 14.7) |
| Houxin Gong, Haishuai Wang, Peng Zhang, Sheng Zhou, Hongyang Chen, Jiajun Bu, FedMTPP: Federated Multivariate Temporal Point Processes for Distributed Event Sequence Forecasting, TMC, 24(4):3302-3315,2025 |
| Zhuonan Zheng, Sheng Zhou, Hongjia Xu, Ming Gu, Yilun Xu, Ao Li, Yuhong Li, Jingjun Gu, Jiajun Bu, Heterophilous Distribution Propagation for Graph Neural Networks, Neural Networks, vol 184, April 2025 |
| Xiating Jin, Jiajun Bu, Zhi Yu, Hui Zhang, Yaonan Wang, Federated Hallucination Translation and Source-free Regularization Adaptation in Decentralized Domain Adaptation for Foggy Scene Understanding, IEEE TRANSACTIONS ON MULTIMEDIA, vol 27,pp 1601-1616, 2025 |
| Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu,Bo Han, Haishuai Wang, Characterizing submanifold Region for Out-of-Distribution Detection, IEEE TRANSACTIONS ON Knowledge and Data Engineering, 37(1):130-147, 2025 |
| 2024 |
| Graph Neural Architecture Search withLarge Language Models, SCIS, 郑鑫 |
| Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu*, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester, A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions, ACM Computing Surveys, Volume 57, Issue 3, Nov 11, 2024 (IF:23.8) |
| Yang Gao, Xiang Zhang, Zhongquan Sun, Payal Chandak, Jiajun Bu*, Haishuai Wang*. Precision Adverse Drug Reactions Prediction with Heterogeneous Graph Neural Network. In Advanced Science, 2024 (IF: 14.3) |
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