Paper Citation Record · LEDGER

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms

As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.04751.

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

pith.paper-citation-record.v1
2509.04751 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:59:25.388081Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact11
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 359429ea-a768-4af4-b693-e5cc7c7aa671 · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:59:26.228697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb3dfe19-8b3b-4558-be7f-f4e74030a17e · outbound

This paper cites Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.286244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b233eead-2ba3-4444-801a-c2468b7d202f · outbound

This paper cites Exploring time series analysis in frequency domain with complex-valued spectral attention and bidirectional variable mamba: Q.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Exploring time series analysis in frequency domain with complex-valued spectral attention and bidirectional variable mamba: Q

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:59:26.216683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56b34561-ab5b-4007-9327-e71750eea938 · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-05T05:59:26.103144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 83c942c2-d02b-4289-959d-680e16ba1425 · outbound

This paper cites LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms LLM-Driven E-Commerce Marketing Content Optimization: Balancing Creativity and Conversion

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:26.027475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd770574-3c36-4531-ab45-807c8890343f · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:59:26.204145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6dc13ba-4661-4cae-9e0c-bf6420e736d7 · outbound

This paper cites A Deep Learning Algorithm Based on CNN-LSTM Framework for Predicting Cancer Drug Sales Volume.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms A Deep Learning Algorithm Based on CNN-LSTM Framework for Predicting Cancer Drug Sales Volume

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:26.010411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed155fe5-5330-4b59-8110-051b1484bf75 · outbound

This paper cites ComputerSimulationinApplication,2025,3(1):57-65.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms ComputerSimulationinApplication,2025,3(1):57-65

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:59:26.191577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 819f571f-99ea-4de6-a920-5f03ab8bcbf3 · outbound

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

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.992304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb9dc3bf-2e76-48f2-b038-1d5a768b3564 · outbound

This paper cites An automatic patent literature retrieval system based on LLM-RAG.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms An automatic patent literature retrieval system based on LLM-RAG

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.317250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa01b973-e85e-4c94-bfc0-6fab0053985b · outbound

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

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Meta-Learning for Cold-Start Personalization in Prompt-Tuned LLMs

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.961265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 155fc36c-7e70-4637-aaf6-7684cf1f1668 · outbound

This paper cites Solving Situation Puzzles with Large Language Model and External Reformulation.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Solving Situation Puzzles with Large Language Model and External Reformulation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.929766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df646321-e8dd-47c3-ae2b-4e4990dd5eb3 · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-05T05:59:25.825075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c236058-2d58-4046-9be7-a5f73d1f6fea · outbound

This paper cites Rankflow: A multi-role collaborative reranking workflow utilizing large language models.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Rankflow: A multi-role collaborative reranking workflow utilizing large language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.339766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6368676-e5f5-48fc-af00-2821a05f0ad7 · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:59:26.177512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b5ad606-7827-4c95-9f74-5caad613f532 · outbound

This paper cites an unresolved cited work.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:59:26.165291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a60d57f7-2821-4272-881e-f7b86b4ae774 · outbound

This paper cites Machine Learning-Based Prediction of Metal-Organic Framework Materials: A Comparative Analysis of Multiple Models.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Machine Learning-Based Prediction of Metal-Organic Framework Materials: A Comparative Analysis of Multiple Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.349965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e24c72-c42f-415f-80bc-a28a88666ac6 · outbound

This paper cites & Wang, X.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms & Wang, X

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.353646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad13512c-d526-4ea1-ae6c-28bfd9b8199b · outbound

This paper cites (2024, August).

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms (2024, August)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:59:26.152977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5328b9b8-61a5-45c6-9835-2c1178490f9a · outbound

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

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.360167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fe4297-e783-4a4b-8b6b-47e49aa108dc · outbound

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

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.661833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2a93980-a604-453b-a563-7f73ca33d878 · outbound

This paper cites Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Research on the Design of a Short Video Recommendation System Based on Multimodal Information and Differential Privacy

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.644186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d28166ce-b155-4061-a0f9-4eac3b6c6c27 · outbound

This paper cites Enhanced Recommendation Combining Collaborative Filtering and Large Language Models.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.370337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3828cf8e-2217-4a16-83e5-84ec679a3f93 · outbound

This paper cites Decoding student cognitive abilities: a comparative study of explainable AI algorithms in educational data mining.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Decoding student cognitive abilities: a comparative study of explainable AI algorithms in educational data mining

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:59:26.141208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4ea29cc-39c8-4249-aa13-d05e3098344d · outbound

This paper cites Research on Multi-Modal Retrieval System of E-Commerce Platform Based on Pre-TrainingModel.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Research on Multi-Modal Retrieval System of E-Commerce Platform Based on Pre-TrainingModel

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T05:59:26.128975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc644172-378a-4dda-b807-33a52ed38a12 · outbound

This paper cites Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models.

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:59:25.613294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9c12adf-8410-4a07-8f1d-acddb14e044c · outbound

This paper cites Machine Learning based Enterprise Financial Audit Framework and High Risk Identification[J].

Multimodal Foundation Model-Driven User Interest Modeling and Behavior Analysis on Short Video Platforms Machine Learning based Enterprise Financial Audit Framework and High Risk Identification[J]

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:25.384871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Research on Personalized Financial Product Recommendation by Integrating Large Language Models and Graph Neural Networks.

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 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.