Hongzhi Yin | Scholar Profiles and Rankings

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MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation (journal article) Liu, Hao \| Guo, Lei \| Zhu, Lei \| Jiang, Yongqiang \| Gao, Min \| Yin, Hongzhi ACM Transactions on Information Systems, volume 42, issue 4, pages 1-24 (2024). 10.1145/3641860 Cite \| Source
Bayes-Enhanced Multi-View Attention Networks for Robust POI Recommendation (journal article) Xia, Jiangnan \| Yang, Yu \| Wang, Senzhang \| Yin, Hongzhi \| Cao, Jiannong \| Yu, Philip S. IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 7, pages 2895-2909 (2024). 10.1109/TKDE.2023.3329673 Cite \| Source
Personalized Elastic Embedding Learning for On-Device Recommendation (journal article) Zheng, Ruiqi \| Qu, Liang \| Chen, Tong \| Zheng, Kai \| Shi, Yuhui \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 7, pages 3363-3375 (2024). 10.1109/TKDE.2024.3361562 Cited by (1) \| Cite \| Source
Heterogeneous decentralised machine unlearning with seed model distillation (journal article) Ye, Guanhua \| Chen, Tong \| Hung Nguyen, Quoc Viet \| Yin, Hongzhi CAAI Transactions on Intelligence Technology, volume 9, issue 3, pages 608-619 (2024). 10.1049/cit2.12281 Cite \| Source
Manipulating Visually Aware Federated Recommender Systems and Its Countermeasures (journal article) Yuan, Wei \| Yuan, Shilong \| Yang, Chaoqun \| Quoc Viet hung, Nguyen \| Yin, Hongzhi ACM Transactions on Information Systems, volume 42, issue 3, pages 1-26 (2024). 10.1145/3630005 Cited by (1) \| Cite \| Source
Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion (journal article) Chen, Lijian \| Yuan, Wei \| Chen, Tong \| Ye, Guanhua \| Hung, Nguyen Quoc Viet \| Yin, Hongzhi ACM Transactions on Information Systems (2024). 10.1145/3666088 Cite \| Source
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm (conference) Yin, Hongzhi \| Chen, Tong \| Qu, Liang \| Cui, Bin WWW '24: The ACM Web Conference 2024 (2024) Singapore Singapore 10.1145/3589335.3641250 Cite \| Source
Variational Counterfactual Prediction Under Runtime Domain Corruption (journal article) Wen, Hechuan \| Chen, Tong \| Chai, Li Kheng \| Sadiq, Shazia \| Gao, Junbin \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2271-2284 (2024). 10.1109/TKDE.2023.3321893 Cite \| Source
OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation (journal article) Tan, Weicong \| Wang, Weiqing \| Zhou, Xin \| Buntine, Wray \| Bingham, Gordon \| Yin, Hongzhi World Wide Web, volume 27, issue 3 (2024). 10.1007/s11280-024-01268-1 Cite \| Source
Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios (journal article) Zheng, Shangfei \| Chen, Wei \| Wang, Weiqing \| Zhao, Pengpeng \| Yin, Hongzhi \| Zhao, Lei IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 4, pages 1713-1727 (2024). 10.1109/TKDE.2023.3304665 Cite \| Source
Budgeted Embedding Table For Recommender Systems (conference) Qu, Yunke \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi WSDM '24: The 17th ACM International Conference on Web Search and Data Mining (2024) Merida Mexico 10.1145/3616855.3635778 Cited by (2) \| Cite \| Source
Defense Against Model Extraction Attacks on Recommender Systems (conference) Zhang, Sixiao \| Yin, Hongzhi \| Chen, Hongxu \| Long, Cheng WSDM '24: The 17th ACM International Conference on Web Search and Data Mining (2024) Merida Mexico 10.1145/3616855.3635751 Cite \| Source
Motif-based Prompt Learning for Universal Cross-domain Recommendation (conference) Hao, Bowen \| Yang, Chaoqun \| Guo, Lei \| Yu, Junliang \| Yin, Hongzhi WSDM '24: The 17th ACM International Conference on Web Search and Data Mining (2024) Merida Mexico 10.1145/3616855.3635754 Cited by (1) \| Cite \| Source
Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation (journal article) Guo, Lei \| Zhang, Jinyu \| Tang, Li \| Chen, Tong \| Zhu, Lei \| Yin, Hongzhi IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 3, pages 4002-4016 (2024). 10.1109/TNNLS.2022.3201533 Cited by (14) \| Cite \| Source
Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks (journal article) Zhang, Shijie \| Yuan, Wei \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 3, pages 987-999 (2024). 10.1109/TKDE.2023.3295601 Cited by (16) \| Cite \| Source
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining (journal article) Nguyen, Thanh Toan \| Nguyen, Thanh Tam \| Nguyen, Thanh Hung \| Yin, Hongzhi \| Nguyen, Thanh Thi \| Jo, Jun \| Nguyen, Quoc Viet Hung ACM Transactions on Intelligent Systems and Technology, volume 15, issue 1, pages 1-26 (2024). 10.1145/3630635 Cite \| Source
Portable graph-based rumour detection against multi-modal heterophily (journal article) Nguyen, Thanh Tam \| Ren, Zhao \| Nguyen, Thanh Toan \| Jo, Jun \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi Knowledge-Based Systems, volume 284 (2024). 10.1016/j.knosys.2023.111310 Cite \| Source
HiTSKT: A hierarchical transformer model for session-aware knowledge tracing (journal article) Ke, Fucai \| Wang, Weiqing \| Tan, Weicong \| Du, Lan \| Jin, Yuan \| Huang, Yujin \| Yin, Hongzhi Knowledge-Based Systems, volume 284 (2024). 10.1016/j.knosys.2023.111300 Cited by (1) \| Cite \| Source
Self-Supervised Learning for Recommender Systems: A Survey (journal article) Yu, Junliang \| Yin, Hongzhi \| Xia, Xin \| Chen, Tong \| Li, Jundong \| Huang, Zi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 1, pages 335-355 (2024). 10.1109/TKDE.2023.3282907 Cited by (49) \| Cite \| Source
TinyAD: Memory-Efficient Anomaly Detection for Time-Series Data in Industrial IoT (journal article) Sun, Yuting \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi IEEE Transactions on Industrial Informatics, volume 20, issue 1, pages 824-834 (2024). 10.1109/TII.2023.3254668 Cited by (2) \| Cite \| Source