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Recommendation",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "84-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245635"}
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AUTHOR = "Chen, J. and Lian, D. and Zheng, K.",
TITLE = "Collaborative Filtering With Ranking-Based Priors on Unknown Ratings",
JOURNAL = IEEE_Int_Sys,
VOLUME = "35",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "38-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245636"}
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AUTHOR = "Deldjoo, Y. and Schedl, M. and Cremonesi, P. and Pasi, G.",
TITLE = "Recommender Systems Leveraging Multimedia Content",
JOURNAL = Surveys,
VOLUME = "53",
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NUMBER = "5",
MONTH = "September",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245637"}
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AUTHOR = "Park, J.Y. and Kim, J.H.",
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JOURNAL = PR,
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AUTHOR = "Chen, X. and Liu, D. and Xiong, Z. and Zha, Z.J.",
TITLE = "Learning and Fusing Multiple User Interest Representations for
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JOURNAL = MultMed,
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245639"}
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AUTHOR = "Li, G. and Qiu, L. and Yu, C. and Cao, H. and Liu, Y. and Yang, C.",
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AUTHOR = "Yang, J. and Klabjan, D.",
TITLE = "Bayesian Active Learning for Choice Models With Deep Gaussian
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JOURNAL = ITS,
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NUMBER = "2",
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AUTHOR = "Deldjoo, Y. and di Noia, T. and Merra, F.A.",
TITLE = "A Survey on Adversarial Recommender Systems: From Attack/Defense
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AUTHOR = "Sang, L. and Xu, M. and Qian, S.S. and Martin, M. and Li, P. and Wu, X.D.",
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AUTHOR = "Zhao, Z. and Nie, J. and Wang, C.L. and Huang, L.",
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AUTHOR = "Huang, W. and Xu, R.Y.D.",
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AUTHOR = "Ding, R. and Chen, B. and Guo, G. and Yang, X.C.",
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JOURNAL = IEEE_Int_Sys,
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AUTHOR = "Han, T.Y. and Niu, S.Z. and Wang, P.F.",
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JOURNAL = PRL,
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AUTHOR = "Liang, D.G. and Corneli, M. and Bouveyron, C. and Latouche, P.",
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AUTHOR = "Yi, J. and Zhu, Y.C. and Xie, J.Y. and Chen, Z.Z.",
TITLE = "Cross-Modal Variational Auto-Encoder for Content-Based Micro-Video
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AUTHOR = "Rodrigues, F. and Ortelli, N. and Bierlaire, M. and Pereira, F.C.",
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Partially Inaccessible Exposure Status",
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TITLE = "Multimodal Recommender Systems: A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "2",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245691"}
@article{bb250857,
AUTHOR = "Cao, T.W. and Xu, Q.Q. and Yang, Z.Y. and Ma, Z.Y. and Huang, Q.M.",
TITLE = "Practically Unbiased Pairwise Loss for Recommendation With Implicit
Feedback",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2460-2474",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245692"}
@article{bb250858,
AUTHOR = "Luo, F.Y. and Chen, Y.K. and Wu, J. and Li, Y.D.",
TITLE = "Rank Gap Sensitive Deep AUC maximization for CTR prediction",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111496",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245693"}
@article{bb250859,
AUTHOR = "Li, H.J. and Liu, G.F. and Hu, Q. and Wang, Y. and Gong, D.W. and Du, J.W.",
TITLE = "Candidate-aware graph prompt-tuning for recommendation",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111733",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245694"}
@article{bb250860,
AUTHOR = "Zhang, J.Q. and Cheng, Y. and Ni, Y.X. and Pan, Y.Z. and Yuan, Z. and Fu, J.C. and Li, Y. and Wang, J. and Yuan, F.J.",
TITLE = "NineRec: A Benchmark Dataset Suite for Evaluating Transferable
Recommendation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "5256-5267",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245695"}
@article{bb250861,
AUTHOR = "Dong, X. and Song, X.M. and Liu, T.L. and Guan, W.",
TITLE = "Prompt-Based Multi-Interest Learning Method for Sequential
Recommendation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6876-6887",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245696"}
@article{bb250862,
AUTHOR = "Gao, Y. and Niu, S. and Lv, G.H. and Ling, M.G. and Geng, X.",
TITLE = "Long and Recent Preference Learning With Recent-K Items Distribution
for Recommender System",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "4043-4057",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245697"}
@article{bb250863,
AUTHOR = "Wang, L. and Wang, S. and Zhang, Q. and Wu, Q. and Xu, M.",
TITLE = "Federated User Preference Modeling for Privacy-Preserving
Cross-Domain Recommendation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5324-5336",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245698"}
@article{bb250864,
AUTHOR = "Nithya, B.N. and Geetha, D.E. and Kumar, M.",
TITLE = "Metaheuristic-Assisted Contextual Post-Filtering Method for Event
Recommendation System",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "5",
MONTH = "September",
PAGES = "2550043",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245699"}
@article{bb250865,
AUTHOR = "Liu, H.T. and Lv, X.L. and Zhao, P. and Li, P.P. and Wu, X.D.",
TITLE = "Unbiased Meta Reinforcement Learning for Interactive Recommender
Systems",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5185-5197",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245700"}
@article{bb250866,
AUTHOR = "Mo, F. and Xiao, L. and Song, Q. and Gao, X. and Song, W.Z. and Wang, S.",
TITLE = "FGCM: Modality-Behavior Fusion Model Integrated with Graph
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#TT245701"}
@article{bb250867,
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,
VOLUME = "171",
YEAR = "2026",
PAGES = "112104",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245702"}
@article{bb250868,
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#TT245703"}
@article{bb250869,
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#TT245704"}
@article{bb250870,
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#TT245705"}
@article{bb250871,
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#TT245706"}
@article{bb250872,
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#TT245707"}
@article{bb250873,
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#TT245708"}
@article{bb250874,
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,
VOLUME = "28",
YEAR = "2026",
PAGES = "507-516",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245709"}
@article{bb250875,
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,
VOLUME = "28",
YEAR = "2026",
PAGES = "574-587",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245710"}
@article{bb250876,
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",
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VOLUME = "28",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245711"}
@article{bb250877,
AUTHOR = "Xie, Y.W. and Wang, L.J. and Nie, W.Z. and Shi, C.T. and Dong, X.F. and Chen, S. and Sun, H.X. and Rao, W. and Liu, A.A.",
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Sequence-Chain Attention",
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VOLUME = "28",
YEAR = "2026",
PAGES = "321-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245712"}
@article{bb250878,
AUTHOR = "Wang, X.F. and Zhang, Z.J. and Qi, Y.Y. and Shen, G.D. and Lai, S. and Chen, Y.T. and Zhou, F. and Quan, D.",
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AUTHOR = "Li, F.J. and Zhang, H. and Zhang, M.Y. and Wang, L.Q. and Wang, M.",
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with variational inference",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245714"}
@inproceedings{bb250880,
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#TT245715"}
@inproceedings{bb250881,
AUTHOR = "Karabila, I. and Darraz, N. and El Ansari, A. and Alami, N. and Chenouni, S. and El Mallahi, M.",
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BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245716"}
@inproceedings{bb250882,
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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245717"}
@inproceedings{bb250883,
AUTHOR = "Soumm, M. and Popescu, A. and Delezoide, B.",
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BOOKTITLE = WACV23,
YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245718"}
@inproceedings{bb250884,
AUTHOR = "Yang, H.Y. and Zhou, H. and Li, Y.C.",
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Recommendation Algorithms",
BOOKTITLE = ICIVC22,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245719"}
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AUTHOR = "Yuan, Y. and Tang, Y. and Yan, Z.Q. and Hu, M. and Du, L.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245720"}
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BOOKTITLE = ISCV22,
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245721"}
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Analysis With Visual Information",
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BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT245722"}
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in Visually-Aware Recommender Systems",
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Multi-View Visual Features",
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Last update:Feb 26, 2026 at 10:58:24