Paper Citation Record · LEDGER

Multimodal Fusion on Low-quality Data: A Comprehensive Survey

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2404.18947.

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

pith.paper-citation-record.v1
2404.18947 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:47:38.334584Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:18:13.479721Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a63337ad-eb78-44f2-9857-28925569bf83 · inbound

RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation cites this paper.

RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:05:50.252106Z

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 07708df6-f2b2-4d7f-9f3d-bdd787208de7 · inbound

Balance-aware Sequence Sampling Makes Multi-modal Learning Better cites this paper.

Balance-aware Sequence Sampling Makes Multi-modal Learning Better Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:47:38.334584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387889ba-925e-4181-becd-441b4a50c077 · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 249

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:32.764591Z

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 8b11c661-126e-4222-8151-cf251b9ea0c7 · inbound

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects cites this paper.

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-07T13:56:52.881530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2704c55-8763-4037-aeaa-3d9c784a8eef · inbound

RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer cites this paper.

RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T04:09:43.057849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c9965ad-39f0-4d8c-ae8e-101dd49b6895 · inbound

Improving Multimodal Learning Balance and Sufficiency through Data Remixing cites this paper.

Improving Multimodal Learning Balance and Sufficiency through Data Remixing Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:25.936570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba50fa90-47be-42f5-bc90-c4aab0e3ba35 · inbound

Improving Multimodal Learning via Imbalanced Learning cites this paper.

Improving Multimodal Learning via Imbalanced Learning Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:42:02.854888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 938241ef-644d-465f-98d3-d8646bfa696e · inbound

Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion cites this paper.

Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T13:29:58.246383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e6a643-7731-45f9-a3af-a88f10dc1959 · inbound

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains cites this paper.

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:20:27.600107Z

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 449f0458-98e5-400b-af78-7756e438c294 · inbound

Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification cites this paper.

Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:02:42.622855Z

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 3039b313-75f1-4746-ace9-ff9f3f6786fd · inbound

ModalImmune: Immunity Driven Unlearning via Self Destructive Training cites this paper.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.697210Z

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 a7bae93d-9730-4016-b134-1122507cf0b8 · inbound

BLEG: LLM Functions as Powerful fMRI Graph-Enhancer for Brain Network Analysis cites this paper.

BLEG: LLM Functions as Powerful fMRI Graph-Enhancer for Brain Network Analysis Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:23:26.875784Z

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 1e8a065d-5717-4b12-82aa-2412558d6af3 · inbound

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective cites this paper.

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 299

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:51:03.303026Z

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 dc41ccd4-7606-431c-8954-87a01ea6698e · inbound

Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking cites this paper.

Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:34:47.723981Z

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 63a40e84-964d-4eb6-bb3a-c6e023c6fa20 · inbound

FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing cites this paper.

FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:46:25.456875Z

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 18975087-b02b-4094-8e20-a0d42c4b7acd · inbound

VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations cites this paper.

VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:31:26.939102Z

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 ccf17a78-9f69-4409-b8fd-c11b3f280b9c · inbound

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration cites this paper.

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.854411Z

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 a477768b-d748-439f-82d0-0496e2b270c3 · inbound

Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction cites this paper.

Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.886937Z

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 86ad8b14-4172-495d-a9d5-f798d1dcb3b7 · inbound

Leveraging Self-Paced Curriculum Learning for Enhanced Modality Balance in Multimodal Conversational Emotion Recognition cites this paper.

Leveraging Self-Paced Curriculum Learning for Enhanced Modality Balance in Multimodal Conversational Emotion Recognition Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T09:44:45.942418Z

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 ddb9f301-ce98-48cd-b68f-c9189c450d51 · inbound

Missing-Token Prompted Reliability-Aware Fusion for Robust Polyglot Speaker Identification cites this paper.

Missing-Token Prompted Reliability-Aware Fusion for Robust Polyglot Speaker Identification Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:18:13.481262Z

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.