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Contrastive Learning for Multimodal Recommendation",
JOURNAL = MultMedMag,
VOLUME = "32",
YEAR = "2025",
NUMBER = "3",
MONTH = "July",
PAGES = "27-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244692"}
@article{bb249856,
AUTHOR = "Xu, Y.Y. and Xiao, H. and Zhang, H.R. and Wang, D.D. and Wang, K. and Min, F.",
TITLE = "Neural recommendation by user-item-user and item-user-item relation
modeling",
JOURNAL = PR,
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YEAR = "2026",
PAGES = "112104",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244693"}
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AUTHOR = "Ren, X.B. and Wei, W. and Xia, L.H. and Huang, C.",
TITLE = "A Comprehensive Survey on Self-Supervised Learning for Recommendation",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244694"}
@article{bb249858,
AUTHOR = "Hasan, E. and Rahman, M. and Ding, C. and Huang, J.X.J. and Raza, S.",
TITLE = "Review-based Recommender Systems:
A Survey of Approaches, Challenges and Future Perspectives",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244695"}
@article{bb249859,
AUTHOR = "Zhang, K. and Cao, Q. and Sun, F. and Wu, Y.F. and Tao, S.C. and Shen, H.W. and Cheng, X.Q.",
TITLE = "Robust Recommender System: A Survey and Future Directions",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "1",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244696"}
@article{bb249860,
AUTHOR = "Wen, X. and Nie, W.Z. and Liu, J. and Zhang, N. and Su, Y.T. and Liu, A.A.",
TITLE = "Disentangled Denoising and Counterfactual Balance for Multimodal
Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9293-9303",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244697"}
@article{bb249861,
AUTHOR = "Mo, X. and Liu, F. and Tang, R. and Gao, J.T. and Liu, H.",
TITLE = "Knowledge-Aware Diffusion-Enhanced Multimedia Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9136-9146",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244698"}
@article{bb249862,
AUTHOR = "Yamasaki, C. and Sugahara, K. and Nagi, Y. and Okamoto, K.",
TITLE = "Function-based labels for complementary recommendation: Definition,
annotation, and LLM-as-a-Judge",
JOURNAL = PRL,
VOLUME = "200",
YEAR = "2026",
PAGES = "8-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244699"}
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AUTHOR = "Guo, J. and Wen, L. and Zhao, Y.F. and Song, B. and Chi, Y.H.",
TITLE = "LETTER: Self-Harmonized Representation Learning for Multimodal
Recommendation",
JOURNAL = MultMed,
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YEAR = "2026",
PAGES = "507-516",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244700"}
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AUTHOR = "Xue, Y. and Ren, Q.Q. and Liu, Y. and Sun, J.G.",
TITLE = "KANM^2L: Enhancing Multi-Modal Recommendation With KAN and Dilated
Attention",
JOURNAL = MultMed,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244701"}
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AUTHOR = "Mi, Y.Q. and Yan, B.Y. and Zhao, G.S. and Shen, J. and Qian, X.M.",
TITLE = "A Plug-and-Play Model-Agnostic Embedding Enhancement Approach for
Explainable Recommendation",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244702"}
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TITLE = "Next Chain Prediction: A Generative Recommendation Model With
Sequence-Chain Attention",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244703"}
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JOURNAL = MultMed,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244704"}
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AUTHOR = "Lee, Y.S. and Tseng, W.C. and Wang, F.E. and Sun, M.",
TITLE = "VMCML: Video and Music Matching via Cross-Modality Lifting",
BOOKTITLE = MULA24,
YEAR = "2024",
PAGES = "2060-2069",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244705"}
@inproceedings{bb249869,
AUTHOR = "Karabila, I. and Darraz, N. and El Ansari, A. and Alami, N. and Chenouni, S. and El Mallahi, M.",
TITLE = "A novel E-commerce recommender system using deep learning approaches*",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244706"}
@inproceedings{bb249870,
AUTHOR = "Abdari, A. and Falcon, A. and Serra, G.",
TITLE = "FArMARe: a Furniture-Aware Multi-task methodology for Recommending
Apartments based on the user interests",
BOOKTITLE = CVMeta23,
YEAR = "2023",
PAGES = "4295-4305",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244707"}
@inproceedings{bb249871,
AUTHOR = "Soumm, M. and Popescu, A. and Delezoide, B.",
TITLE = "Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2986-2996",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244708"}
@inproceedings{bb249872,
AUTHOR = "Yang, H.Y. and Zhou, H. and Li, Y.C.",
TITLE = "A Review of Academic Recommendation Systems Based on Intelligent
Recommendation Algorithms",
BOOKTITLE = ICIVC22,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244709"}
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AUTHOR = "Yuan, Y. and Tang, Y. and Yan, Z.Q. and Hu, M. and Du, L.",
TITLE = "KSRG: Knowledge-Aware Sequential Recommendation with Graph Neural
Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2408-2414",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244710"}
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AUTHOR = "Najmani, K. and Ajallouda, L. and Benlahmar, E. and Sael, N. and Zellou, A.",
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BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244711"}
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Analysis With Visual Information",
BOOKTITLE = ICIP21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244712"}
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Content",
BOOKTITLE = CVS21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT244713"}
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in Visually-Aware Recommender Systems",
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BOOKTITLE = ICPR21,
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Multi-View Visual Features",
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Style Compatibility with Objects in the Viewpoint and Color
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Last update:Jan 16, 2026 at 20:03:35