DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations | Paper Citation Record

Observation 49890a35-63ef-4c97-9f6d-04a8db4dc213 · outbound

This paper cites Came: Content- and context-aware music embedding for recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Came: Content- and context-aware music embedding for recommendation,

Reference 1

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Observation 61807c59-87f2-49ef-b87a-f27ffaf38f5c · outbound

This paper cites Cipl: Counterfactual interactive policy learning to eliminate popularity bias for online rec- ommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Cipl: Counterfactual interactive policy learning to eliminate popularity bias for online rec- ommendation,

Reference 2

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Observation d9643b1f-b616-45a8-9fc8-7fd9ac1f8b23 · outbound

This paper cites Sparse enhanced network: An adversarial generation method for robust augmentation in sequential recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Sparse enhanced network: An adversarial generation method for robust augmentation in sequential recommendation,

Reference 3

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This paper cites Neural col- laborative filtering,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Neural col- laborative filtering,

Reference 4

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This paper cites Factorization machines,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Factorization machines,

Reference 5

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Observation a7eca994-6cac-4aa8-9e61-50229feaaf14 · outbound

This paper cites Multi-scale conformer fusion network for multi-participant behavior analysis,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multi-scale conformer fusion network for multi-participant behavior analysis,

Reference 6

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Observation 93e2a91d-63e5-4a63-a863-d4f4764be964 · outbound

This paper cites Multimodal sparse transformer network for audio-visual speech recognition,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multimodal sparse transformer network for audio-visual speech recognition,

Reference 7

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Observation f7d6d468-585e-4020-bc47-ac50f068af62 · outbound

This paper cites Adaptive deep modeling of users and items using side information for recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Adaptive deep modeling of users and items using side information for recommendation,

Reference 8

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Observation 7d4d952c-580b-4428-8067-5836a26631e4 · outbound

This paper cites Neural graph collaborative filtering,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Neural graph collaborative filtering,

Reference 9

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Observation 87fd94ea-84a0-440a-be19-2ff53a367d82 · outbound

This paper cites Social attentive deep q- networks for recommender systems,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Social attentive deep q- networks for recommender systems,

Reference 10

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Observation a7c6096f-7b5a-4b9c-b0c6-68660aff40d8 · outbound

This paper cites Self-training enhanced: Network embedding and overlapping community detection with adversarial learning,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Self-training enhanced: Network embedding and overlapping community detection with adversarial learning,

Reference 11

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Observation 85a5afbb-5527-490b-a384-f8235989c568 · outbound

This paper cites Crl: Collaborative representation learning by coordinating topic modeling and network embeddings,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Crl: Collaborative representation learning by coordinating topic modeling and network embeddings,

Reference 12

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Observation 49e8aa41-6d03-4a63-a467-63b19e20c663 · outbound

This paper cites Tag: Joint triple-hierarchical attention and gcn for review-based social recommender system,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Tag: Joint triple-hierarchical attention and gcn for review-based social recommender system,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:56.115999Z

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Observation a5e14ae3-7949-41d1-8ead-ffac8c90a66f · outbound

This paper cites Enhancing social recommendation with adversarial graph convolutional networks,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Enhancing social recommendation with adversarial graph convolutional networks,

Reference 14

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This paper cites Xsimgcl: Towards extremely simple graph contrastive learning for recommenda- tion,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Xsimgcl: Towards extremely simple graph contrastive learning for recommenda- tion,

Reference 15

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Observation 554c6948-5628-4578-88bf-5975263d24f8 · outbound

This paper cites Mmgcn: Multi-modal graph convolution network for personalized recommenda- tion of micro-video,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Mmgcn: Multi-modal graph convolution network for personalized recommenda- tion of micro-video,

Reference 16

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Observation 67d2011b-f872-4a5c-9507-45b8b79e3e16 · outbound

This paper cites Multi-view graph convolutional network for multimedia recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multi-view graph convolutional network for multimedia recommendation,

Reference 17

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Observation 64be6013-354e-4445-87ad-32de59228bdd · outbound

This paper cites Dualgnn: Dual graph neural network for multimedia recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Dualgnn: Dual graph neural network for multimedia recommendation,

Reference 18

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Observation fbaf3889-777c-4a95-82d8-fc4bc5e36209 · outbound

This paper cites Self-supervised learning for recommender systems: A survey,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Self-supervised learning for recommender systems: A survey,

Reference 19

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This paper cites Improving graph collaborative filtering with neighborhood-enriched contrastive learning,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Improving graph collaborative filtering with neighborhood-enriched contrastive learning,

Reference 20

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Observation 6ea91678-1a45-4af8-9426-3c6f6dd0d67c · outbound

This paper cites Hyper- graph contrastive collaborative filtering,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Hyper- graph contrastive collaborative filtering,

Reference 21

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Observation 118b04ca-6999-44a4-895c-7fe3a8004970 · outbound

This paper cites Self- supervised graph learning for recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Self- supervised graph learning for recommendation,

Reference 22

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Observation 51ec7a86-acc0-43f1-b0a5-82a8291864a8 · outbound

This paper cites Self- supervised multi-channel hypergraph convolutional network for social recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Self- supervised multi-channel hypergraph convolutional network for social recommendation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:56.003406Z

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Observation d55e97c5-5c80-4d8e-8caf-0e518023acef · outbound

This paper cites Bootstrap latent representations for multi-modal recommen- dation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Bootstrap latent representations for multi-modal recommen- dation,

Reference 24

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Observation d3943c1c-ac04-409e-9738-65cdd4febeb6 · outbound

This paper cites Multi-modal graph contrastive learning for micro-video recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multi-modal graph contrastive learning for micro-video recommendation,

Reference 25

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Observation 65b5fbce-8564-4ffc-9623-edd5b4b62815 · outbound

This paper cites Multi-modal self-supervised learning for recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multi-modal self-supervised learning for recommendation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:55.977801Z

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Observation f195c368-ebb3-41f5-b3d6-60e60da84966 · outbound

This paper cites Learning image and user features for recommendation in social networks,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Learning image and user features for recommendation in social networks,

Reference 27

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Observation f7e1f36a-80a8-4904-a3d9-9bfa555ca0a8 · outbound

This paper cites Atten- tive collaborative filtering: Multimedia recommendation with item-and component-level attention,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Atten- tive collaborative filtering: Multimedia recommendation with item-and component-level attention,

Reference 28

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Observation e7bf4b65-6fd4-4f07-898f-d256233841cd · outbound

This paper cites Collaborative knowledge base embedding for recommender systems,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Collaborative knowledge base embedding for recommender systems,

Reference 29

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Observation 8478a3a8-8776-4a9e-86ca-d164d769901f · outbound

This paper cites Mining latent structures for multimedia recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Mining latent structures for multimedia recommendation,

Reference 30

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Observation 1f2d8a17-b7c8-40ac-a695-4c050b0c1241 · outbound

This paper cites Diversifying collaborative filtering via graph spreading network and selective sam- pling,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Diversifying collaborative filtering via graph spreading network and selective sam- pling,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:55.926737Z

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Observation 486dc080-6799-43e1-a9c0-57f0a7d70520 · outbound

This paper cites Gcrec: Graph-augmented capsule network for next-item recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Gcrec: Graph-augmented capsule network for next-item recommendation,

Reference 32

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Observation c25ce910-5a2b-4afe-8b3d-63d281d43e18 · outbound

This paper cites Joint multi-grained popularity-aware graph convolution collaborative filtering for recom- mendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Joint multi-grained popularity-aware graph convolution collaborative filtering for recom- mendation,

Reference 33

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Observation 7f01e87b-20a4-413d-aa8a-32410e5b4045 · outbound

This paper cites Diffusion models in vision: A survey,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Diffusion models in vision: A survey,

Reference 34

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Observation 97b0c172-1050-43a4-b812-989e682cb902 · outbound

This paper cites Denoising diffusion probabilistic models,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Denoising diffusion probabilistic models,

Reference 35

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Observation 619cfc2e-79d0-4d8b-a279-f5f8193cecd6 · outbound

This paper cites Bilateral Denoising Diffusion Models.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Bilateral Denoising Diffusion Models

Reference 36

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Observation 3bfab980-868e-4ce0-a005-bd5c7fb52d21 · outbound

This paper cites Plug- in diffusion model for sequential recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Plug- in diffusion model for sequential recommendation,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:55.877960Z

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Observation 47a68073-5abd-437a-9e7f-086f4a86cd06 · outbound

This paper cites Generate what you prefer: Reshaping sequential recommendation via guided diffusion,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Generate what you prefer: Reshaping sequential recommendation via guided diffusion,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:55.864979Z

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Observation 8f2a40b6-072a-49e0-86a3-514d934437d2 · outbound

This paper cites Diffusion recommender model,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Diffusion recommender model,

Reference 39

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Observation 8f216add-a0ea-412c-bf0f-724cad812417 · outbound

This paper cites LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation

Reference 40

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Observation a9748aaf-b22a-4819-8a07-b4b4261380ae · outbound

This paper cites DiffMM: Multi-Modal Diffusion Model for Recommendation.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations DiffMM: Multi-Modal Diffusion Model for Recommendation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:55.661845Z

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Observation 8bf01482-77bb-41a1-9283-53933f286e21 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Semi-Supervised Classification with Graph Convolutional Networks

Reference 42

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Observation f41917b3-84bd-4b72-9558-4d6e87b31845 · outbound

This paper cites Multimodal machine learning: A survey and taxonomy,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Multimodal machine learning: A survey and taxonomy,

Reference 43

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Observation 30c29c45-fba5-44a6-9d92-e9ca633815b3 · outbound

This paper cites Deep residual learning for image recognition,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Deep residual learning for image recognition,

Reference 44

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Observation 738bb29b-1aa6-4616-bcca-d47d221f1b01 · outbound

This paper cites Momentum contrast for unsupervised visual representation learning,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Momentum contrast for unsupervised visual representation learning,

Reference 45

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Observation 7cd04581-725d-4359-8fdf-4a341c79af80 · outbound

This paper cites Fed- erated probabilistic preference distribution modelling with compactness co-clustering for privacy-preserving multi-domain recommendation.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Fed- erated probabilistic preference distribution modelling with compactness co-clustering for privacy-preserving multi-domain recommendation

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:55.823226Z

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Observation 766a5682-76fb-4f9c-9019-6167f56cc5e1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 47

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Observation ceb11ee0-c16d-43b5-adf9-11080dfdf9fe · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 48

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Observation 3a9abf1f-db40-4a1a-a0c3-19d42019867d · outbound

This paper cites Self-supervised learning for multimedia recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations Self-supervised learning for multimedia recommendation,

Reference 49

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Observation 449a31e0-555d-41fd-837d-b41479c785c2 · outbound

This paper cites A tale of two graphs: Freezing and denoising graph structures for multimodal recommendation,.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations A tale of two graphs: Freezing and denoising graph structures for multimodal recommendation,

Reference 50

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Observation bdaba622-b66f-458c-82df-d693b1f90834 · outbound

This paper cites A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions.

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 51

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