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2024 Journal Article Adversarial item promotion on visually-aware recommender systems by guided diffusionChen, Lijian, Yuan, Wei, Chen, Tong, Ye, Guanhua, Hung, Nguyen Quoc Viet and Yin, Hongzhi (2024). Adversarial item promotion on visually-aware recommender systems by guided diffusion. ACM Transactions on Information Systems, 42 (6) 156, 1-26. doi: 10.1145/3666088 |
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2024 Journal Article Variational counterfactual prediction under runtime domain corruptionWen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Gao, Junbin and Yin, Hongzhi (2024). Variational counterfactual prediction under runtime domain corruption. IEEE Transactions on Knowledge and Data Engineering, 36 (5) 10271745, 2271-2284. doi: 10.1109/tkde.2023.3321893 |
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2024 Journal Article OntoMedRec: logically-pretrained model-agnostic ontology encoders for medication recommendationTan, Weicong, Wang, Weiqing, Zhou, Xin, Buntine, Wray, Bingham, Gordon and Yin, Hongzhi (2024). OntoMedRec: logically-pretrained model-agnostic ontology encoders for medication recommendation. World Wide Web-Internet and Web Information Systems, 27 (3) 28. doi: 10.1007/s11280-024-01268-1 |
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2024 Journal Article Time interval-enhanced graph neural network for shared-account cross-domain sequential recommendationGuo, Lei, Zhang, Jinyu, Tang, Li, Chen, Tong, Zhu, Lei and Yin, Hongzhi (2024). Time interval-enhanced graph neural network for shared-account cross-domain sequential recommendation. IEEE Transactions on Neural Networks and Learning Systems, 35 (3), 4002-4016. doi: 10.1109/tnnls.2022.3201533 |
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2024 Journal Article MCRPL: A pretrain, prompt, and fine-tune paradigm for non-overlapping many-to-one cross-domain recommendationLiu, Hao, Guo, Lei, Zhu, Lei, Jiang, Yongqiang, Gao, Min and Yin, Hongzhi (2024). MCRPL: A pretrain, prompt, and fine-tune paradigm for non-overlapping many-to-one cross-domain recommendation. ACM Transactions on Information Systems, 42 (4) 97, 1-24. doi: 10.1145/3641860 |
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2024 Journal Article XSimGCL: towards extremely simple graph contrastive learning for recommendationYu, Junliang, Xia, Xin, Chen, Tong, Cui, Lizhen, Hung, Nguyen Quoc Viet and Yin, Hongzhi (2024). XSimGCL: towards extremely simple graph contrastive learning for recommendation. IEEE Transactions on Knowledge and Data Engineering, 36 (2), 913-926. doi: 10.1109/tkde.2023.3288135 |
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2024 Journal Article HiTSKT: A hierarchical transformer model for session-aware knowledge tracingKe, Fucai, Wang, Weiqing, Tan, Weicong, Du, Lan, Jin, Yuan, Huang, Yujin and Yin, Hongzhi (2024). HiTSKT: A hierarchical transformer model for session-aware knowledge tracing. Knowledge-Based Systems, 284 111300. doi: 10.1016/j.knosys.2023.111300 |
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2024 Journal Article Portable graph-based rumour detection against multi-modal heterophilyNguyen, Thanh Tam, Ren, Zhao, Nguyen, Thanh Toan, Jo, Jun, Nguyen, Quoc Viet Hung and Yin, Hongzhi (2024). Portable graph-based rumour detection against multi-modal heterophily. Knowledge-Based Systems, 284 111310. doi: 10.1016/j.knosys.2023.111310 |
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2024 Journal Article Self-supervised learning for recommender systems: a surveyYu, Junliang, Yin, Hongzhi, Xia, Xin, Chen, Tong, Li, Jundong and Huang, Zi (2024). Self-supervised learning for recommender systems: a survey. IEEE Transactions on Knowledge and Data Engineering, 36 (1), 335-355. doi: 10.1109/tkde.2023.3282907 |
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2023 Journal Article Isomorphic graph embedding for progressive maximal frequent subgraph miningNguyen, Thanh Toan, Nguyen, Thanh Tam, Nguyen, Thanh Hung, Yin, Hongzhi, Nguyen, Thanh Thi, Jo, Jun and Nguyen, Quoc Viet Hung (2023). Isomorphic graph embedding for progressive maximal frequent subgraph mining. ACM Transactions on Intelligent Systems and Technology, 15 (1) 9, 1-26. doi: 10.1145/3630635 |
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2023 Journal Article Self-supervised hypergraph representation learning for sociological analysisSun, Xiangguo, Cheng, Hong, Liu, Bo, Li, Jia, Chen, Hongyang, Xu, Guandong and Yin, Hongzhi (2023). Self-supervised hypergraph representation learning for sociological analysis. IEEE Transactions on Knowledge and Data Engineering, 35 (11), 11860-11871. doi: 10.1109/tkde.2023.3235312 |
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2023 Journal Article Heterogeneous collaborative learning for personalized healthcare analytics via messenger distillationYe, Guanhua, Chen, Tong, Li, Yawen, Cui, Lizhen, Nguyen, Quoc Viet Hung and Yin, Hongzhi (2023). Heterogeneous collaborative learning for personalized healthcare analytics via messenger distillation. IEEE Journal of Biomedical and Health Informatics, 27 (11), 5249-5259. doi: 10.1109/jbhi.2023.3247463 |
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2023 Journal Article Manipulating visually-aware federated recommender systems and its countermeasuresYuan, Wei, Yuan, Shilong, Yang, Chaoqun, Nguyen, Quoc Viet Hung and Yin, Hongzhi (2023). Manipulating visually-aware federated recommender systems and its countermeasures. ACM Transactions on Information Systems, 42 (3) 64, 1-26. doi: 10.1145/3630005 |
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2023 Journal Article Scalable maximal subgraph mining with backbone-preserving graph convolutionsNguyen, Thanh Toan, Huynh, Thanh Trung, Weidlich, Matthias, Tho, Quan Thanh, Yin, Hongzhi, Aberer, Karl and Nguyen, Quoc Viet Hung (2023). Scalable maximal subgraph mining with backbone-preserving graph convolutions. Information Sciences, 644 119287, 119287. doi: 10.1016/j.ins.2023.119287 |
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2023 Journal Article Efficient on-device session-based recommendationXia, Xin, Yu, Junliang, Wang, Qinyong, Yang, Chaoqun, Hung, Nguyen Quoc Viet and Yin, Hongzhi (2023). Efficient on-device session-based recommendation. ACM Transactions on Information Systems, 41 (4) 102, 1-24. doi: 10.1145/3580364 |
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2023 Journal Article Structure learning via meta-hyperedge for dynamic rumor detectionSun, Xiangguo, Yin, Hongzhi, Liu, Bo, Meng, Qing, Cao, Jiuxin, Zhou, Alexander and Chen, Hongxu (2023). Structure learning via meta-hyperedge for dynamic rumor detection. IEEE Transactions on Knowledge and Data Engineering, 35 (9), 9128-9139. doi: 10.1109/tkde.2022.3221438 |
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2023 Journal Article Trustworthy recommendation and search: introduction to the special section - part 2Yin, Hongzhi, Sun, Yizhou, Xu, Guandong and Kanoulas, Evangelos (2023). Trustworthy recommendation and search: introduction to the special section - part 2. ACM Transactions on Information Systems, 41 (4) 82, 1-6. doi: 10.1145/3604776 |
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2023 Journal Article Spatial-temporal meta-path guided explainable crime predictionSun, Yuting, Chen, Tong and Yin, Hongzhi (2023). Spatial-temporal meta-path guided explainable crime prediction. World Wide Web, 26 (4), 2237-2263. doi: 10.1007/s11280-023-01137-3 |
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2023 Journal Article Trustworthy Recommendation and Search: Introduction to the Special Issue - Part 1Yin, Hongzhi, Sun, Yizhou, Xu, Guandong and Kanoulas, Evangelos (2023). Trustworthy Recommendation and Search: Introduction to the Special Issue - Part 1. ACM Transactions on Information Systems, 41 (3) 51, 1-5. doi: 10.1145/3579995 |
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2023 Journal Article Reinforcement learning-enhanced shared-account cross-domain sequential recommendationGuo, Lei, Zhang, Jinyu, Chen, Tong, Wang, Xinhua and Yin, Hongzhi (2023). Reinforcement learning-enhanced shared-account cross-domain sequential recommendation. IEEE Transactions on Knowledge and Data Engineering, 35 (7), 7397-7411. doi: 10.1109/tkde.2022.3185101 |
