Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:16:50.266362Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.22880.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:16:50.266362Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 25ab7059-decf-4c0d-b263-83ab1d2b020b · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Deep neural networks for youtube recommendations
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4bcaf12-f721-4a86-9c8a-3ec68b77f326 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Parameter-efficient transfer from sequential behaviors for user modeling and recommendation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39255b05-381e-4829-87a1-d996a8310fbd · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Matrix factorization techniques for recommender systems
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de8e6342-9544-46a6-b027-86a22f758226 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS A review of modern fashion recommender systems
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ee81ede-e003-43ff-9864-a8bfad5d7d98 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Vbpr: visual bayesian personalized ranking from implicit feedback
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b47edd31-aa8b-4469-8a4d-bae4408bd57b · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Aesthetic-based clothing recommen- dation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ef73e13-96df-4264-a6f0-b9a86925df63 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Attacking visually-aware recommender systems with transferable and imperceptible adversarial styles
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e161301-2593-4daf-97f0-7623fca03268 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Adversarial item promotion: Vulnerabilities at the core of top-n recommenders that use images to address cold start
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c93816c3-de0a-477a-ac35-89a72ff7b55a · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Adversarial item promotion on visually-aware recommender systems by guided diffusion
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33b051a3-13e5-419c-87b7-be2a59cfd112 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Attacking click-through rate predictors via generating realistic fake samples
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c486ce9-205a-419a-80df-69ab4fd51863 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS ToDA: Target-oriented Diffusion Attacker against Recommendation System
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d40f76ad-649d-48f2-b033-a9b81f53c0d7 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Adver- sarial attacks for black-box recommender systems via copying transferable cross-domain user profiles
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 466701d3-28de-4032-b93a-f9ce45cbf84e · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Influence-driven data poisoning for robust recommender systems
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d1f592b3-1ebf-4d6f-9816-3ed59c18c2bf · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Poisoning gnn-based recommender systems with generative surrogate-based attacks
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67bbb62f-374d-483c-9514-d5f537806279 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Poisoning attacks to graph-based recommender systems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f768b4c0-edf8-478f-a6af-020e9aa87c8c · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Shilling attacks against recommender systems: a comprehensive survey
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76f044b5-7a61-4638-ad68-824f3e7df69e · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Data Poisoning Attacks to Deep Learning Based Recommender Systems
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1217ca96-8b31-42f3-a68f-e653da634ede · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Triple adversarial learning for influence based poisoning attack in recommender systems
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9a559ec-783d-4ac7-9b79-0f40f3c6093a · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Fight fire with fire: Towards robust recommender systems via adversarial poisoning training
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63d23e66-d25b-41f3-bbbf-557b7d9825da · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Learning transferable visual models from natural language supervision
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74882b88-1ba8-4e65-b218-1906d4061990 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Towards Modality Generalization: A Benchmark and Prospective Analysis
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dab34ed6-8805-4da7-8d5e-6ca1479f95fc · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Continual multimodal contrastive learning
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19053ec4-3610-4889-9ba7-492deba50ec7 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Getting the look: clothing recognition and segmentation for automatic product suggestions in everyday photos
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bcdd39b5-4e7e-4860-a306-3420965b18e4 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Large scale visual recommendations from street fashion images
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b68640bb-4e10-4218-b7cc-27e607d49494 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Deep residual learning for image recognition
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16a95242-dcf5-4c99-8546-23a65bfe2cc8 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 857864cc-fbda-4a8b-b44d-8197b3ac0cb1 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS BPR: Bayesian Personalized Ranking from Implicit Feedback
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eb1be45-2841-42f5-b35d-0b6a4da837b8 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Neural collaborative filtering
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe38bba2-ba49-4617-8d66-04b20d5c820b · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Image-based recommendations on styles and substitutes
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ace6b26-87bb-45c1-ba76-645a5292844b · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Elimrec: Eliminating single-modal bias in multimedia recommendation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 576adc62-6052-4d66-a079-04d3886e85e6 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Self- supervised learning for multimedia recommendation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f49754b8-0d48-4c85-a6da-ae016bb3de84 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed45db6-70aa-47ec-9137-c68fd2544b22 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Visually-aware fashion recommendation and design with generative image models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ebbdd369-ecba-4d83-b337-88f529bd0ffa · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Adversarial training towards robust multimedia recommender system
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14e98fe9-95ba-4573-ae65-df83cca7d0d2 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Shilling black-box recommender systems by learning to generate fake user profiles
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c18d8b4f-b69f-4018-a0b5-5526f3763627 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Diffcl: A diffusion-based contrastive learning framework with semantic alignment for multimodal recommendations
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e07f615-0686-4030-8dae-87a520105577 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Robust privacy-preserving recommendation systems driven by multimodal federated learning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5b290cb-200e-44b0-97b8-bbbbe3599f44 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS A survey on federated recommendation systems
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82751c7f-0262-4b20-9832-17de95d591fe · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Multi-view graph convolutional network for multimedia recommendation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15918c77-e0ea-4382-9e03-a949063522a3 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Llmrec: Large language models with graph augmentation for recommendation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 70efd63c-b4ce-4d52-b8fd-bfdc5a6db03a · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 124a3fc3-6f2b-44f1-a085-a7d04be29517 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Lightgcn: Simplifying and powering graph convolution network for recommendation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81387a84-740b-447c-b015-0e830b638f56 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS High-resolution image synthesis with latent diffusion models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dace5166-cf05-495e-8efd-bed7511c5f6a · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Taamr: Targeted adversarial attack against multimedia recommender systems
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2819c5f9-971d-4ced-8a31-3d78bcb0cdfa · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS The youtube video recommendation system
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f066f7f-d78b-483d-84ec-f67d0bb70664 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Billion-scale commodity embedding for e-commerce recommendation in alibaba
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d71f39b-c384-4114-bf6d-6b6b00d1d66d · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87645ab7-6d69-4bbd-94b2-68c71e6ac8c3 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d38e8f6-b664-4d2b-9559-973e47ff7615 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Detecting adversarial examples via reconstruction-based semantic inconsistency
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e9cf3f0-1c3f-4c32-9e66-c4188076a24d · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, and Dhruv Batra
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fbf96a95-2d54-4b07-9e11-b4da548ed898 · outbound
AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS Adversarial examples are not bugs, they are features
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.