@article{bb252500,
        AUTHOR = "Yi, J. and Chen, Z.Z.",
        TITLE = "Multi-Modal Variational Graph Auto-Encoder for Recommendation Systems",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "1067-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247333"}

@article{bb252501,
        AUTHOR = "Yi, J. and Chen, Z.Z.",
        TITLE = "Variational Mixture of Stochastic Experts Auto-Encoder for
Multi-Modal Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8941-8954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247334"}

@article{bb252502,
        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
Background Music Recommendation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        NUMBER = "",
        PAGES = "515-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247335"}

@article{bb252503,
        AUTHOR = "Rodrigues, F. and Ortelli, N. and Bierlaire, M. and Pereira, F.C.",
        TITLE = "Bayesian Automatic Relevance Determination for Utility Function
Specification in Discrete Choice Models",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3126-3136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247336"}

@article{bb252504,
        AUTHOR = "Dai, Q.Y. and Wu, X.M. and Fan, L. and Li, Q. and Liu, H. and Zhang, X.T. and Wang, D. and Lin, G. and Yang, K.P.",
        TITLE = "Personalized knowledge-aware recommendation with collaborative and
attentive graph convolutional networks",
        JOURNAL = PR,
        VOLUME = "128",
        YEAR = "2022",
        PAGES = "108628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247337"}

@article{bb252505,
        AUTHOR = "Wei, Y.W. and Wang, X. and He, X.N. and Nie, L.Q. and Rui, Y. and Chua, T.S.",
        TITLE = "Hierarchical User Intent Graph Network for Multimedia Recommendation",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "2701-2712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247338"}

@article{bb252506,
        AUTHOR = "Hao, J. and Dun, Y.J. and Zhao, G.S. and Wu, Y.X. and Qian, X.M.",
        TITLE = "Annular-Graph Attention Model for Personalized Sequential
Recommendation",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "3381-3391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247339"}

@article{bb252507,
        AUTHOR = "Zhen, Y. and Liu, H. and Sun, M. and Yang, B. and Zhang, P.",
        TITLE = "Adaptive preference transfer for personalized IoT entity
recommendation",
        JOURNAL = PRL,
        VOLUME = "162",
        YEAR = "2022",
        PAGES = "40-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247340"}

@article{bb252508,
        AUTHOR = "Shrivastava, R. and Sisodia, D.S. and Nagwani, N.K. and BP, U.R.",
        TITLE = "An optimized recommendation framework exploiting textual review based
opinion mining for generating pleasantly surprising, novel yet
relevant recommendations",
        JOURNAL = PRL,
        VOLUME = "159",
        YEAR = "2022",
        PAGES = "91-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247341"}

@article{bb252509,
        AUTHOR = "Wang, X. and Chen, H. and Zhou, Y.W. and Ma, J.X. and Zhu, W.W.",
        TITLE = "Disentangled Representation Learning for Recommendation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "408-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247342"}

@article{bb252510,
        AUTHOR = "Xie, J.Y. and Zhu, Y.C. and Chen, Z.Z.",
        TITLE = "Micro-Video Popularity Prediction Via Multimodal Variational
Information Bottleneck",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "24-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247343"}

@article{bb252511,
        AUTHOR = "Nie, J. and Zhao, Z. and Huang, L. and Nie, W.Z. and Wei, Z.Q.",
        TITLE = "Cross-Domain Recommendation Via User-Clustering and Multidimensional
Information Fusion",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "868-880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247344"}

@article{bb252512,
        AUTHOR = "Wang, Y.Q. and Qi, L. and Dou, R. and Shen, S. and Hou, L.L. and Liu, Y. and Yang, Y.H. and Kong, L.Z.",
        TITLE = "An accuracy-enhanced group recommendation approach based on DEMATEL",
        JOURNAL = PRL,
        VOLUME = "167",
        YEAR = "2023",
        PAGES = "171-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247345"}

@article{bb252513,
        AUTHOR = "Wang, Q.F. and Wei, Y.W. and Yin, J.H. and Wu, J.L. and Song, X.M. and Nie, L.Q.",
        TITLE = "DualGNN: Dual Graph Neural Network for Multimedia Recommendation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1074-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247346"}

@article{bb252514,
        AUTHOR = "Zhang, S.Y. and Feng, F. and Kuang, K. and Zhang, W.Q. and Zhao, Z. and Yang, H.X. and Chua, T.S. and Wu, F.",
        TITLE = "Personalized Latent Structure Learning for Recommendation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10285-10299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247347"}

@article{bb252515,
        AUTHOR = "Pretet, L. and Richard, G. and Souchier, C. and Peeters, G.",
        TITLE = "Video-to-Music Recommendation Using Temporal Alignment of Segments",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "2898-2911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247348"}

@article{bb252516,
        AUTHOR = "Wu, C.W. and Lian, D. and Ge, Y. and Zhu, Z.H. and Chen, E.",
        TITLE = "Influence-Driven Data Poisoning for Robust Recommender Systems",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11915-11931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247349"}

@article{bb252517,
        AUTHOR = "Li, M. and Zhang, L. and Cui, L.X. and Bai, L. and Li, Z. and Wu, X.D.",
        TITLE = "BLoG: Bootstrapped Graph Representation Learning with Local and
Global Regularization for Recommendation",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247350"}

@article{bb252518,
        AUTHOR = "Tao, Z. and Liu, X.H. and Xia, Y.W. and Wang, X. and Yang, L.F. and Huang, X.L. and Chua, T.S.",
        TITLE = "Self-Supervised Learning for Multimedia Recommendation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "5107-5116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247351"}

@article{bb252519,
        AUTHOR = "Liu, F. and Chen, H.L. and Cheng, Z.Y. and Liu, A. and Nie, L.Q. and Kankanhalli, M.",
        TITLE = "Disentangled Multimodal Representation Learning for Recommendation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7149-7159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247352"}

@article{bb252520,
        AUTHOR = "Wang, Z.Y. and Wei, W. and Zou, D. and Liu, Y.F. and Li, X.L. and Mao, X.L. and Qiu, M.H.",
        TITLE = "Exploring global information for session-based recommendation",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247353"}

@article{bb252521,
        AUTHOR = "Gong, J.B. and Zhao, Y. and Zhao, J.Y. and Zhang, J. and Ma, G.X. and Zheng, S.J. and Du, S.Y. and Tang, J.",
        TITLE = "Personalized recommendation via inductive spatiotemporal graph neural
network",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247354"}

@article{bb252522,
        AUTHOR = "Wang, F. and Gao, X.Y. and Chen, Z.Y. and Lyu, L.",
        TITLE = "Contrastive Multi-Level Graph Neural Networks for Session-Based
Recommendation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "9278-9289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247355"}

@article{bb252523,
        AUTHOR = "Cao, T.W. and Xu, Q.Q. and Yang, Z.Y. and Huang, Q.M.",
        TITLE = "Mitigating Confounding Bias in Practical Recommender Systems With
Partially Inaccessible Exposure Status",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "957-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247356"}

@article{bb252524,
        AUTHOR = "Li, S.W. and Guo, H.F. and Tang, X. and Tang, R.M. and Hou, L. and Li, R.X. and Zhang, R.",
        TITLE = "Embedding Compression in Recommender Systems: A Survey",
        JOURNAL = Surveys,
        VOLUME = "56",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "January",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247357"}

@article{bb252525,
        AUTHOR = "Nie, W.Z. and Wen, X. and Liu, J. and Chen, J.W. and Wu, J. and Jin, G.Q. and Lu, J. and Liu, A.A.",
        TITLE = "Knowledge-Enhanced Causal Reinforcement Learning Model for
Interactive Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1129-1142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247358"}

@article{bb252526,
        AUTHOR = "Tang, H. and Zhao, G.S. and Gao, J. and Qian, X.M.",
        TITLE = "Personalized Representation With Contrastive Loss for Recommendation
Systems",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "2419-2429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247359"}

@article{bb252527,
        AUTHOR = "Wen, X. and Nie, W.Z. and Liu, J. and Su, Y.T. and Zhang, Y.D. and Liu, A.A.",
        TITLE = "CDCM: ChatGPT-Aided Diversity-Aware Causal Model for Interactive
Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "6488-6500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247360"}

@article{bb252528,
        AUTHOR = "Zhao, W.H. and Wu, H. and He, W.D. and Bi, H.Y. and Wang, H. and Zhu, C. and Xu, T. and Chen, E.",
        TITLE = "Hierarchical Multi-Modal Attention Network for Time-Sync Comment
Video Recommendation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2694-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247361"}

@article{bb252529,
        AUTHOR = "Wu, C.W. and Lian, D. and Ge, Y. and Zhou, M. and Chen, E. and Tao, D.C.",
        TITLE = "Boosting Factorization Machines via Saliency-Guided Mixup",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4443-4459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247362"}

@article{bb252530,
        AUTHOR = "Jian, M. and Lang, L. and Guo, J.J. and Li, Z. and Wang, T. and Wu, L.F.",
        TITLE = "Light dual hypergraph convolution for collaborative filtering",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247363"}

@article{bb252531,
        AUTHOR = "Liu, J. and Sun, L. and Nie, W.Z. and Su, Y.T. and Zhang, Y.D. and Liu, A.",
        TITLE = "Inter- and Intra-Domain Potential User Preferences for Cross-Domain
Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8014-8025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247364"}

@article{bb252532,
        AUTHOR = "Wu, D.P. and Fan, X. and Zhang, P. and Fu, M.",
        TITLE = "Social domain integrated semantic self-discovery method for
recommendation",
        JOURNAL = PRL,
        VOLUME = "184",
        YEAR = "2024",
        PAGES = "21-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247365"}

@article{bb252533,
        AUTHOR = "Guo, J. and Wen, L.Y. and Zhou, Y. and Song, B. and Chi, Y.H. and Yu, F.R.",
        TITLE = "SPACE: Self-Supervised Dual Preference Enhancing Network for
Multimodal Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8849-8859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247366"}

@article{bb252534,
        AUTHOR = "Zhao, G.S. and Zhang, X.L. and Tang, H. and Shen, J. and Qian, X.M.",
        TITLE = "Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "9539-9550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247367"}

@article{bb252535,
        AUTHOR = "Bao, S.L. and Xu, Q.Q. and Yang, Z.Y. and He, Y. and Cao, X.C. and Huang, Q.M.",
        TITLE = "Improved Diversity-Promoting Collaborative Metric Learning for
Recommendation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9004-9022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247368"}

@article{bb252536,
        AUTHOR = "Sugiyama, T. and Yoshida, S. and Muneyasu, M.",
        TITLE = "DRGNN: Disentangled representation graph neural network for diverse
category-level recommendations",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "78-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247369"}

@article{bb252537,
        AUTHOR = "Li, Z. and Yang, C. and Chen, Y.K. and Wang, X.Z. and Chen, H.X. and Xu, G.D. and Yao, L. and Sheng, M.",
        TITLE = "Graph and Sequential Neural Networks in Session-based Recommendation:
A Survey",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247370"}

@article{bb252538,
        AUTHOR = "Liu, Q.D. and Hu, J.X. and Xiao, Y.T. and Zhao, X.Y. and Gao, J.T. and Wang, W.Y. and Li, Q. and Tang, J.",
        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#TT247371"}

@article{bb252539,
        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#TT247372"}

@article{bb252540,
        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#TT247373"}

@article{bb252541,
        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#TT247374"}

@article{bb252542,
        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#TT247375"}

@article{bb252543,
        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#TT247376"}

@article{bb252544,
        AUTHOR = "Gao, Y.B. 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#TT247377"}

@article{bb252545,
        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#TT247378"}

@article{bb252546,
        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#TT247379"}

@article{bb252547,
        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#TT247380"}

@article{bb252548,
        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#TT247381"}

@article{bb252549,
        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#TT247382"}

@article{bb252550,
        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#TT247383"}

@article{bb252551,
        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#TT247384"}

@article{bb252552,
        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#TT247385"}

@article{bb252553,
        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#TT247386"}

@article{bb252554,
        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#TT247387"}

@article{bb252555,
        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#TT247388"}

@article{bb252556,
        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#TT247389"}

@article{bb252557,
        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#TT247390"}

@article{bb252558,
        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",
        PAGES = "561-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247391"}

@article{bb252559,
        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.",
        TITLE = "Next Chain Prediction: A Generative Recommendation Model With
Sequence-Chain Attention",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "321-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247392"}

@article{bb252560,
        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.",
        TITLE = "Knowledge-Enhanced Graph Contrastive Learning for Recommendations",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "684-699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247393"}

@article{bb252561,
        AUTHOR = "Li, F.J. and Zhang, H. and Zhang, M.Y. and Wang, L.Q. and Wang, M.",
        TITLE = "RVGCL: Towards robust recommendation via graph contrastive learning
with variational inference",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247394"}

@article{bb252562,
        AUTHOR = "Ye, M.T. and Huang, S. and Li, C.Q.",
        TITLE = "Sign-aware recommendation based on mixed-path aggregation",
        JOURNAL = PR,
        VOLUME = "175",
        YEAR = "2026",
        PAGES = "113125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247395"}

@article{bb252563,
        AUTHOR = "Wang, L. and Wang, S. and Wu, Q. and Xu, M.",
        TITLE = "A Multi-Modal Prompt-Tuning Framework for Non-Overlapping
Multi-Domain Recommendation",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1921-1930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247396"}

@article{bb252564,
        AUTHOR = "Deng, J.Z. and Jin, H.L. and Zhang, Z.Q. and Ye, J.M. and Wang, Y. and Zhang, L.Y. and Khushvakhtzoda, K.K.",
        TITLE = "PGRM: Positive-unlabeled enhanced recommendation model based on
generative adversarial network",
        JOURNAL = PR,
        VOLUME = "176",
        YEAR = "2026",
        PAGES = "113209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247397"}

@article{bb252565,
        AUTHOR = "Liu, Z. and Zhang, J. and Lian, D. and Feng, C. and Wang, J. and Chen, E.",
        TITLE = "Learning Deep Tree-Based Retriever for Efficient Recommendation:
Theory and Method",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5032-5049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247398"}

@inproceedings{bb252566,
        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#TT247399"}

@inproceedings{bb252567,
        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#TT247400"}

@inproceedings{bb252568,
        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#TT247401"}

@inproceedings{bb252569,
        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#TT247402"}

@inproceedings{bb252570,
        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,
        YEAR = "2022",
        PAGES = "958-962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247403"}

@inproceedings{bb252571,
        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#TT247404"}

@inproceedings{bb252572,
        AUTHOR = "Najmani, K. and Ajallouda, L. and Benlahmar, E. and Sael, N. and Zellou, A.",
        TITLE = "Offline and Online Evaluation for Recommender Systems",
        BOOKTITLE = ISCV22,
        YEAR = "2022",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247405"}

@inproceedings{bb252573,
        AUTHOR = "Hirakawa, T. and Maeda, K. and Ogawa, T. and Asamizu, S. and Haseyama, M.",
        TITLE = "Cross-Domain Recommendation Method Based on Multi-Layer Graph
Analysis With Visual Information",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2688-2692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247406"}

@inproceedings{bb252574,
        AUTHOR = "Vrochidis, A. and Dimitriou, N. and Krinidis, S. and Panagiotidis, S. and Parcharidis, S. and Tzovaras, D.",
        TITLE = "Video Popularity Prediction Through Fusing Early Viewership with Video
Content",
        BOOKTITLE = CVS21,
        YEAR = "2021",
        PAGES = "159-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247407"}

@inproceedings{bb252575,
        AUTHOR = "Deldjoo, Y. and di Noia, T. and Malitesta, D. and Merra, F.A.",
        TITLE = "A Study on the Relative Importance of Convolutional Neural Networks
in Visually-Aware Recommender Systems",
        BOOKTITLE = CVFAD21,
        YEAR = "2021",
        PAGES = "3956-3962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247408"}

@inproceedings{bb252576,
        AUTHOR = "Bonet, E.R. and Nguyen, D.M. and Deligiannis, N.",
        TITLE = "Temporal Collaborative Filtering with Graph Convolutional Neural
Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4736-4742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247409"}

@inproceedings{bb252577,
        AUTHOR = "Luo, H. and Zhang, X. and Guoy, G.",
        TITLE = "Convolutional Attention Model For Restaurant Recommendation With
Multi-View Visual Features",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "838-842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247410"}

@inproceedings{bb252578,
        AUTHOR = "Jiang, Y. and Cui, K. and Peng, B. and Xu, C.",
        TITLE = "Comprehensive Video Understanding: Video Summarization with
Content-Based Video Recommender Design",
        BOOKTITLE = CoView19,
        YEAR = "2019",
        PAGES = "1562-1569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247411"}

@inproceedings{bb252579,
        AUTHOR = "Tanmay, K. and Ayush, K.",
        TITLE = "Augmented Reality Based Recommendations Based on Perceptual Shape
Style Compatibility with Objects in the Viewpoint and Color
Compatibility with the Background",
        BOOKTITLE = AIM19,
        YEAR = "2019",
        PAGES = "3361-3367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247412"}

@inproceedings{bb252580,
        AUTHOR = "Jasani, B. and Girdhar, R. and Ramanan, D.",
        TITLE = "Are we Asking the Right Questions in MovieQA?",
        BOOKTITLE = CLVL19,
        YEAR = "2019",
        PAGES = "1879-1882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247413"}

@inproceedings{bb252581,
        AUTHOR = "Kang, W.C. and Kim, E. and Leskovec, J. and Rosenberg, C. and McAuley, J.",
        TITLE = "Complete the Look: Scene-Based Complementary Product Recommendation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10524-10533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247414"}

@inproceedings{bb252582,
        AUTHOR = "Wu, Z.P. and Tian, H. and Zhu, X.Z. and Fan, S.S. and Wang, S.",
        TITLE = "Exploiting Incidence Relation Between Subgroups for Improving
Clustering-Based Recommendation Model",
        BOOKTITLE = "MMMod19",
        YEAR = "2019",
        PAGES = "I:543-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247415"}

@inproceedings{bb252583,
        AUTHOR = "Ji, Z.X. and Tang, J. and Wu, G.S.",
        TITLE = "Personalized Recommendation of Photography Based on Deep Learning",
        BOOKTITLE = "MMMod19",
        YEAR = "2019",
        PAGES = "I:214-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247416"}

@inproceedings{bb252584,
        AUTHOR = "Li, Y. and Wang, H. and Liu, H. and Chen, B.",
        TITLE = "A study on content-based video recommendation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4581-4585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247417"}

@inproceedings{bb252585,
        AUTHOR = "Bhatt, C. and Cooper, M. and Zhao, J.",
        TITLE = "SeqSense: Video Recommendation Using Topic Sequence Mining",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "II:252-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247418"}

@inproceedings{bb252586,
        AUTHOR = "Lee, J. and Abu El Haija, S.",
        TITLE = "Large-Scale Content-Only Video Recommendation",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "987-995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247419"}

@inproceedings{bb252587,
        AUTHOR = "Yin, X. and Wang, X. and Du, X. and Chen, Q.",
        TITLE = "Scale Recovery for Monocular Visual Odometry Using Depth Estimated
with Deep Convolutional Neural Fields",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5871-5879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247420"}

@inproceedings{bb252588,
        AUTHOR = "Khan, M.W. and Chan, G.Y. and Chua, F.F. and Haw, S.C.",
        TITLE = "An Ontology-Based Hybrid Recommender System for Internet Protocol
Television",
        BOOKTITLE = IVIC17,
        YEAR = "2017",
        PAGES = "131-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247421"}

@inproceedings{bb252589,
        AUTHOR = "Sharma, R. and Gopalani, D. and Meena, Y.",
        TITLE = "Concept-Based Approach for Research Paper Recommendation",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "687-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247422"}

@inproceedings{bb252590,
        AUTHOR = "Janati, S.E. and Maach, A.",
        TITLE = "Towards a new adaptive E-learning framework for adapting content to
presentation",
        BOOKTITLE = ISCV17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247423"}

@inproceedings{bb252591,
        AUTHOR = "Talukder, M. and Rahman, M.M. and Halder, S. and Uddin, M.J.",
        TITLE = "Novel recommendation systems in social networks",
        BOOKTITLE = IVPR17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247424"}

@inproceedings{bb252592,
        AUTHOR = "Ferdous, S.N. and Ali, M.M.",
        TITLE = "A semantic content based recommendation system for cross-lingual news",
        BOOKTITLE = IVPR17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247425"}

@inproceedings{bb252593,
        AUTHOR = "Song, M. and Sun, Z.X. and Li, B. and Hu, J.G.",
        TITLE = "Iterative Active Classification of Large Image Collection",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:291-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247426"}

@inproceedings{bb252594,
        AUTHOR = "Hu, J.G. and Sun, Z.X. and Li, B. and Wang, S.",
        TITLE = "PicMarker: Data-Driven Image Categorization Based on Iterative
Clustering",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "IV: 172-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247427"}

@inproceedings{bb252595,
        AUTHOR = "Yang, K.W. and Sun, Z.X. and Wang, S.A. and Li, B.",
        TITLE = "Stitch-Based Image Stylization for Thread Art Using Sparse Modeling",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:479-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247428"}

@inproceedings{bb252596,
        AUTHOR = "Hu, J.G. and Sun, Z.X. and Li, B. and Yang, K.W. and Li, D.Y.",
        TITLE = "Online User Modeling for Interactive Streaming Image Classification",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "II: 293-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247429"}

@inproceedings{bb252597,
        AUTHOR = "Zheng, H.J. and Yao, J.C. and Zhang, Y.",
        TITLE = "Describing Geographical Characteristics with Social Images",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "I: 115-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247430"}

@inproceedings{bb252598,
        AUTHOR = "Low, T. and Hentschel, C. and Stober, S. and Sack, H. and Nurnberger, A.",
        TITLE = "Exploring Large Movie Collections:
Comparing Visual Berrypicking and Traditional Browsing",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "II: 198-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247431"}

@inproceedings{bb252599,
        AUTHOR = "Tang, S. and Wu, Z.Y. and Chen, K.",
        TITLE = "Movie Recommendation via BLSTM",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "II: 269-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat831vr1.html#TT247432"}

Last update:May 24, 2026 at 14:46:09