1 [TMI 2025] Kong Youyong (*), Zhang Xiaotong, Wang Wenhan, Zhou Yue, Li Yueying, Yuan Yonggui(*). Multi-Scale Spatial-Temporal Attention Networks for Functional Connectome Classification. IEEE Transactions on Medical Imaging, 2025, 44(1): 475-488. (JCR Q1）
2 [AAAI 2025] Song Lei, Li Jiaxing, Si Qinghua, Guan Shihan, Kong Youyong (*). Exploring Rationale Learning for Continual Graph Learning. Annual AAAI Conference on Artificial Intelligence , 2025. (CCF A).
3 [AAAI 2025] Jia Jinghong, Song Lei, Li Jiaxing, Kong Youyong (*). HePa: Heterogeneous Graph Prompting For All-level Classification Tasks. Annual AAAI Conference on Artificial Intelligence, 2025. (CCF A).
4 [IJCAI 2025] Dong Rui, Li Jiaxing, Zheng Weihuang, Kong Youyong (*). Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation. International Joint Conference on Artificial Intelligence, 2025. (CCF A).
5 [ICML 2025] Zheng Weihuang, Liu Jia Shun, Li Jiaxing, Wu Jiayun, Cui Peng, Kong Youyong (*). Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph. International Conference on Machine Learning, 2025. (CCF A).
6 [TNSRE 2025] Li Yueying, Zhang Xiaotong, Guan Shihan, Ma Guolin, Kong Youyong (*). Topology-Guided Graph Masked Autoencoder Learning for Population-Based Neurodevelopmental Disorder Diagnosis. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2025.(JCR Q1）
7 [TMI 2023] Kong Youyong (*), Wang Wenhan, Liu Xiaoyun, Gao Shuwen, Hou Zhenghua, Xie Chunming, Zhang Zhijun, Yuan Yonggui(*). Multi-Connectivity Representation Learning Network for Major Depressive Disorder Diagnosis. IEEE Transactions on Medical Imaging. 2023, 42(10):3012-3024.(JCR Q1）
8 [NeuIPS 2023] Ye Hongting, Zheng Yalu, Li Yueying, Zhang Ke, Kong Youyong (*), Yuan Yonggui. RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy. Neural Information Processing Systems. 2023. (CCF A)
9 [WWW 2023] Niu Shuyi, Jin Jiawei, Huang Xiutian, Wang Yonggeng, Xu Wenhao, Kong Youyong (*). Locating Faulty Applications via Semantic and Topology Estimation. Companion Proceedings of the ACM Web Conference. 2023, 528-532. (CCF A)
10 [TAFFC 2022] Kong Youyong (*), Niu Shuyi, Gao Heren, Yue Yingying, Shu Huazhong, Xie Chuming, Zhang Zhijun, Yuan Yonggui(*). Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis. IEEE Transactions on Affective Computing. 2022, 13(4):1917-1928.(JCR Q1）
11 [IJCAI 2022] Zhang Ke, Pu Xinyan, Li Jiaxing, Wu Jiasong, Shu Huazhong, Kong Youyong (*). Hierarchical Diffusion Scattering Graph Neural Network. International Joint Conference on Artificial Intelligence, 2022. (CCF A)
12 [HBM 2021] Kong Youyong (*), Gao Shuwen, Yue Yingying, Hou Zhenghua, Shu Huazhong, Xie Chuming, Zhang Zhijun, Yuan Yonggui. Spatio-Temporal Graph Convolutional Network for Diagnosis and Treatment Response Prediction of Major Depressive Disorder from Functional Connectivity. Human Brain Mapping. 2021, 42(12):3922-3933.(JCR Q1）
13 [SPL 2015] Kong Youyong (*), Deng Yue, Dai Qionghai. Discriminative Clustering and Feature Selection for Brain MRI Segmentation. IEEE Signal Processing Letters. 2015, 22(5):573-577.
