代表性论文: [1] Zhongchuan Sun, Liming Chen, Youwei Wang, Mingming Zhang, Yunpeng Wu, Yangdong Ye. Hyperbolic Adversarial Variational Embedding for Item Recommendation. Engineering Applications of Artificial Intelligence (EAAI), 2026. (中科院1区) [2] Zhongchuan Sun, Bin Wu, Yifan Chen, and Yangdong Ye. Learning from the Future: Light Cone Modeling for Sequential Recommendation. IEEE Transactions on Cybernetics (TCYB), 2023. (中科院1区) [3] Zhongchuan Sun, Bin Wu, Shizhe Hu, Mingming Zhang, and Yangdong Ye. Attentive Adversarial Collaborative Filtering. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 2023. (中科院1区) [4] Zhongchuan Sun, Bin Wu, Youwei Wang, and Yangdong Ye. Sequential Graph Collaborative Filtering. Information Sciences, 2022. (中科院1区) [5] Zhongchuan Sun, Bin Wu, Yunpeng Wu, and Yangdong Ye. APL: Adversarial Pairwise Learning for Recommender Systems. Expert Systems With Applications (ESWA), 2019. (中科院1区) [6] Qiang Guo, Bin Wu, Zhongchuan Sun, Haichuan Fang, Yangdong Ye. Knowledge-refined Information Bottleneck for Contrastive Recommendation. Expert Systems With Applications (ESWA), 2025. (中科院1区) [7] Qiang Guo, Jialong Hai, Zhongchuan Sun, Bin Wu, and Yangdong Ye. DCIB: Dual Contrastive Information Bottleneck for Knowledge-Aware Recommendation. Information Processing & Management (IPM), 2025. (中科院1区) [8] Zhen Huang, Zhongchuan Sun, Jiaming Liu, and Yangdong Ye. Group-Aware Graph Neural Networks for Sequential Recommendation. Information Sciences, 2024. (中科院1区) [9] Bin Wu, Xun Su, Jing Liang, Zhongchuan Sun, Lihong Zhong, and Yangdong Ye. Graph Gating-Mixer for Sequential Recommendation. Expert Systems With Applications (ESWA), 2024. (中科院1区) [10] Youwei Wang, Ying Wang, Zhongchuan Sun, Yinghao Li, Shizhe Hu, and Yangdong Ye. Deep Purified Feature Mining Model for Joint Named Entity Recognition and Relation Extraction. Information Processing & Management (IPM), 2023. (中科院1区) [11] Mingming Zhang, Dong Liu, Shizhe Hu, Xiaoqiang Yan, Zhongchuan Sun, and Yangdong Ye. Self-Supervised Temporal Autoencoder for Egocentric Action Segmentation. Engineering Applications of Artificial Intelligence (EAAI), 2023. (中科院1区) [12] Qi Zhang, Bin Wu, Zhongchuan Sun, and Yangdong Ye. Gating Augmented Capsule Network for Sequential Recommendation. Knowledge-based Systems (KBS), 2022. (中科院1区) [13] Bin Wu, Xiangnan He, Zhongchuan Sun, Liang Chen, and Yangdong Ye. ATM: An Attentive Translation Model for Next-Item Recommendation. IEEE Transactions on Industrial Informatics (TII), 2020. (中科院1区) [14] 张明明,闫小强,孙中川,胡世哲,叶阳东. 自监督流形结构的第一视角视频时序分割算法. 计算机学报,2025. [15] 张麒,吴宾,孙中川,叶阳东. 细粒度建模用户兴趣的序列化推荐方法. 中国科学:信息科学,2022. [16] 吴宾,陈允,孙中川,叶阳东. 联合成对排序的物品推荐模型. 通信学报,2019.
授权发明专利: [1] 叶阳东,孙中川,吴宾,吴云鹏. 一种基于成对对抗训练的推荐模型的方法,2018112651073 [2] 叶阳东,孙中川,吴宾. 一种基于对抗模型的推荐方法,2020100447222 [3] 叶阳东,张明明,闫小强,孙中川,胡世哲. 流形结构的视频时序分割方法,2023102035659 [4] 吴宾,时天任,孙中川,梁慧丹,叶阳东. 向序列化推荐的图耦合时间间隔网络研究,2023107497739
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