Paper Citation Record · LEDGER

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 5 inbound Pith citation observations for arXiv:2506.05873.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.05873 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:16:55.729554Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:34:57.318857Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T05:59:25.418953Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy12
unresolved30
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 617a9217-e931-476c-b31e-f95ac4e2ef22 · outbound

This paper cites C., Tan, S.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks C., Tan, S

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.874645Z

Source-reported events for the cited work

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Observation 347bfd68-042e-4c38-abe7-87f5c046e7e0 · outbound

This paper cites An ensemble approach to stock price prediction using deep learning and time series models.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks An ensemble approach to stock price prediction using deep learning and time series models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.738026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 661d79de-2406-42e2-aa1d-b7a89884f1bd · outbound

This paper cites Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learning.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learning

Reference 4

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Observation 3b70e514-bbde-4d76-a001-bbb790866ba6 · outbound

This paper cites Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Real-Time Prediction for Athletes' Psychological States Using BERT-XGBoost: Enhancing Human-Computer Interaction

Reference 5

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Observation 89156064-1dd3-4a51-a4f6-5c85eebd7e85 · outbound

This paper cites COVID-19 localization and recognition on chest radiographs based on Yolov5 and EfficientNet.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks COVID-19 localization and recognition on chest radiographs based on Yolov5 and EfficientNet

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.577866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a38deec-88b0-423f-82dc-c8fe72577e6e · outbound

This paper cites A CT Image Classification Network Framework for Lung Tumors Based on Pre-trained MobileNetV2 Model and Transfer learning, And Its Application and Market Analysis in the Medical field.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks A CT Image Classification Network Framework for Lung Tumors Based on Pre-trained MobileNetV2 Model and Transfer learning, And Its Application and Market Analysis in the Medical field

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.558474Z

Source-reported events for the cited work

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Observation 5e3b49a8-e450-4151-8f8e-b3d9288bb035 · outbound

This paper cites Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.630570Z

Source-reported events for the cited work

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Observation 5defbf9b-0981-4cd0-b085-d6a794850d6d · outbound

This paper cites CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.750480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9afda374-f26c-4ec1-a6f1-87285c26c863 · outbound

This paper cites Avocado Price Prediction Using a Hybrid Deep Learning Model: TCN-MLP-Attention Architecture.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Avocado Price Prediction Using a Hybrid Deep Learning Model: TCN-MLP-Attention Architecture

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.808045Z

Source-reported events for the cited work

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Observation bcc2f122-a76a-4a02-b708-41d35639ac03 · outbound

This paper cites CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.894112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4493cc2c-8ffd-41a9-b265-31ec9dd87838 · outbound

This paper cites Construction and Analysis of Collaborative Educational Networks based on Student Concept Maps.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Construction and Analysis of Collaborative Educational Networks based on Student Concept Maps

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.419941Z

Source-reported events for the cited work

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Observation 3c4aa78f-5b96-4774-9d87-1d219bbd07f7 · outbound

This paper cites Automated Parking Trajectory Generation Using Deep Reinforcement Learning.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Automated Parking Trajectory Generation Using Deep Reinforcement Learning

Reference 14

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Observation e7d30f64-c370-45fb-b575-c33790cb8cd7 · outbound

This paper cites Optimized Path Planning for Logistics Robots Using Ant Colony Algorithm under Multiple Constraints.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Optimized Path Planning for Logistics Robots Using Ant Colony Algorithm under Multiple Constraints

Reference 15

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Observation 371f050b-ea65-493e-8fac-6e55dcae6894 · outbound

This paper cites Contextual Bandits for Unbounded Context Distributions.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Contextual Bandits for Unbounded Context Distributions

Reference 16

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Source-reported events for the cited work

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Observation a53b2a68-2427-4dbc-9f18-1ef832ef97e1 · outbound

This paper cites Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.292514Z

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Observation dc4cd3fe-012e-445e-844b-272bc9c9a0b6 · outbound

This paper cites AI-Driven Prognostics for State of Health Prediction in Li-ion Batteries: A Comprehensive Analysis with Validation.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks AI-Driven Prognostics for State of Health Prediction in Li-ion Batteries: A Comprehensive Analysis with Validation

Reference 18

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Observation 22ec026b-8512-44be-97d3-f3501d947bae · outbound

This paper cites NeRF-Based defect detection.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks NeRF-Based defect detection

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:16:56.979774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b84d91fa-3ae9-4b54-a928-d076968a045b · outbound

This paper cites Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing

Reference 21

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Source-reported events for the cited work

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Observation 3f87fb69-261f-42ab-8416-7ff644df8f4e · outbound

This paper cites Data Augmentation Through Random Style Replacement.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Data Augmentation Through Random Style Replacement

Reference 22

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Observation 84a1be52-2956-40f3-a577-d6ed20740598 · outbound

This paper cites Application of an ANN and LSTM-based Ensemble Model for Stock Market Prediction.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Application of an ANN and LSTM-based Ensemble Model for Stock Market Prediction

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.252986Z

Source-reported events for the cited work

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Observation 918c3c5a-5ce7-4b92-a0cd-ac24dbd59869 · outbound

This paper cites Optimized Credit Score Prediction via an Ensemble Model and SMOTEENN Integration.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Optimized Credit Score Prediction via an Ensemble Model and SMOTEENN Integration

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.104765Z

Source-reported events for the cited work

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Observation a1343fda-d9c5-4867-a9a5-3182ebb4fb96 · outbound

This paper cites Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey

Reference 25

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Observation 065e5265-3019-43f3-bbfe-6cfb02d17c36 · outbound

This paper cites Machine learning optimizes the efficiency of picking and packing in automated warehouse robot systems.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Machine learning optimizes the efficiency of picking and packing in automated warehouse robot systems

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.962283Z

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Observation 6faa1750-4d47-4ee7-b83a-ce70dc380210 · outbound

This paper cites Research on reinforcement learning based warehouse robot navigation algorithm in complex warehouse layout.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research on reinforcement learning based warehouse robot navigation algorithm in complex warehouse layout

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.763398Z

Source-reported events for the cited work

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Observation 3eb8297a-85f4-4c44-ac53-eab416aeb2e1 · outbound

This paper cites Research and Design on Intelligent Recognition of Unordered Targets for Robots Based on Reinforcement Learning.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research and Design on Intelligent Recognition of Unordered Targets for Robots Based on Reinforcement Learning

Reference 29

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Observation cb6a64e2-58b0-4cd4-9152-5b4a3af04e24 · outbound

This paper cites Score: Story coherence and retrieval enhancement for ai narratives.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Score: Story coherence and retrieval enhancement for ai narratives

Reference 30

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Observation c717262b-80b1-4a52-83dd-5bc3d335e2da · outbound

This paper cites Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Reference 31

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Observation 63db2ac4-15d3-4bdd-962b-f6a424587029 · outbound

This paper cites Research on Personalized Medical Intervention Strategy Generation System based on Group Relative Policy Optimization and Time-Series Data Fusion.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research on Personalized Medical Intervention Strategy Generation System based on Group Relative Policy Optimization and Time-Series Data Fusion

Reference 35

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Observation b05571ed-d463-4348-93cd-11266128b275 · outbound

This paper cites Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.346273Z

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Observation fbb2b9eb-14d7-4fb2-963b-baf4962749b9 · outbound

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Intelligent road crack detection and analysis based on improved YOLOv8

Reference 38

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Observation a849bf6c-2d6d-472d-b8e7-ab4a2ba4e39f · outbound

This paper cites Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

Reference 39

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks DARWIN Series: Domain Specific Large Language Models for Natural Science

Reference 40

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Observation c02f2157-d487-453a-85a8-91de827e5060 · outbound

This paper cites Creation of a structured solar cell material dataset and performance prediction using large language models.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Creation of a structured solar cell material dataset and performance prediction using large language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.431716Z

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Observation 73e398af-d173-41e1-8e43-e3bba74d79cb · outbound

This paper cites Generating Multimodal Images with GAN: Integrating Text, Image, and Style.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Generating Multimodal Images with GAN: Integrating Text, Image, and Style

Reference 42

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Real-time Video Target Tracking Algorithm Utilizing Convolutional Neural Networks (CNN)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.283161Z

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Observation e676cceb-8aaf-4025-9e80-44d5e512652d · outbound

This paper cites A novel Bayesian Pay-As-You-Drive insurance model with risk prediction and causal mapping.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks A novel Bayesian Pay-As-You-Drive insurance model with risk prediction and causal mapping

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.056057Z

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Observation 41c3fe6e-db4b-4c35-9d31-ebab70949aba · outbound

This paper cites Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics

Reference 46

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This paper cites A multimodal fusion network for student emotion recognition based on transformer and tensor product.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks A multimodal fusion network for student emotion recognition based on transformer and tensor product

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:57.770779Z

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Observation ca981caa-16b9-435b-9294-fd95c51c5c94 · outbound

This paper cites User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data

Reference 48

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.372940Z

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Observation d40c015b-17b4-4425-8f0f-b66df8d8999f · outbound

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.496123Z

Source-reported events for the cited work

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This paper cites Accurate Prediction of Temperature Indicators in Eastern China Using a Multi-Scale CNN-LSTM-Attention model.

Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Accurate Prediction of Temperature Indicators in Eastern China Using a Multi-Scale CNN-LSTM-Attention model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.612475Z

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Observation d6a3df68-b1e6-4510-99c2-091afa14022d · outbound

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Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.729554Z

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Pith citing papers

Observation 96c4e063-81fb-415f-b2d6-aeab498ec1a4 · inbound

Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems cites this paper.

Research on Model Parallelism and Data Parallelism Optimization Methods in Large Language Model-Based Recommendation Systems Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Reference 26

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Observation 1b6fae48-2b79-43cb-a94f-b8217b18707d · inbound

Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems cites this paper.

Research on Low-Latency Inference and Training Efficiency Optimization for Graph Neural Network and Large Language Model-Based Recommendation Systems Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Reference 34

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Observation 4ddeed2f-33dd-4ab7-afa8-f4e9542628ba · inbound

LLM-Augmented Symptom Analysis for Cardiovascular Disease Risk Prediction: A Clinical NLP cites this paper.

LLM-Augmented Symptom Analysis for Cardiovascular Disease Risk Prediction: A Clinical NLP Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Reference 21

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Observation f4eefcbc-e984-44c1-8549-750830e2e5e0 · inbound

Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs cites this paper.

Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:08:49.123286Z

Source-reported events for the cited work

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Observation 991a6f50-df3d-4f31-927f-03bcd81227b3 · inbound

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms cites this paper.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.424982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.