Paper Citation Record · LEDGER

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2506.04788.

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

pith.paper-citation-record.v1
2506.04788 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:36:56.237018Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy1
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 426e823d-bf67-4157-8c7e-5a3c82d199f3 · outbound

This paper cites GPT-4 Technical Report.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.180523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eded0f9a-9741-4aa3-b944-1b04c6b765ce · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.191276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 500868d0-b501-4c3c-965b-4714d8c7625b · outbound

This paper cites InIEEE/CVF Confer- ence on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, pages 15120–15130.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques InIEEE/CVF Confer- ence on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, pages 15120–15130

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:56.754264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 935f29c8-819d-44e0-9ed8-0b5acf5b550a · outbound

This paper cites Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.201686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6180a7-6901-41b0-a5dc-fbc53b65ccf8 · outbound

This paper cites Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, and Chao Zhang.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, and Chao Zhang

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.212001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0e7a96-b62c-437c-9140-88118de914b4 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques Gemini: A Family of Highly Capable Multimodal Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.216528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3514720f-5be1-4c11-a1c7-5f55dd0e539f · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques LLaMA: Open and Efficient Foundation Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.221847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ca545f-01e0-475d-80f4-ac9c32598554 · outbound

This paper cites Wenhai Wang, Zhe Chen, Xiaokang Chen, Jiannan Wu, Xizhou Zhu, Gang Zeng, Ping Luo, Tong Lu, Jie Zhou, Yu Qiao, and Jifeng Dai.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques Wenhai Wang, Zhe Chen, Xiaokang Chen, Jiannan Wu, Xizhou Zhu, Gang Zeng, Ping Luo, Tong Lu, Jie Zhou, Yu Qiao, and Jifeng Dai

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.226890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d5af40-f86a-4030-a61a-90de85db71b9 · outbound

This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques MM-LLMs: Recent Advances in MultiModal Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.232186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d7b984d-99c0-441e-ba9a-dbb4663cdf44 · outbound

This paper cites an unresolved cited work.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:36:56.738577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48eff9f7-c9bc-4a51-b885-8cc48c7e8ec1 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.173390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e11c5f6-141d-4a64-b401-f753d12fb7db · outbound

This paper cites X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.185722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8a8afa8-b18b-4ba7-93ce-417e3287ed56 · outbound

This paper cites How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model.

Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:56.207237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.