Paper Citation Record · LEDGER

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

As of 15 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 10 inbound Pith citation observations for arXiv:2505.19190.

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

pith.paper-citation-record.v1
2505.19190 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:03.488981Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:25:33.841314Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T15:07:04.010897Z

Reference resolution

26 of 26 outbound references displayed

verified exact3
verified fuzzy7
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0314ad6a-248a-4222-ae9b-2e9c1d538bfb · outbound

This paper cites Gated Multimodal Units for Information Fusion.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Gated Multimodal Units for Information Fusion

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:01.373995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab1296a-6111-42df-9e58-8944cbbdca75 · outbound

This paper cites an unresolved cited work.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:23:04.690120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1027178-e266-4836-8767-f51acae4cf53 · outbound

This paper cites MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.222716Z

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Observation 966b3013-4912-41b2-ab00-4a191c92317a · outbound

This paper cites Efficient Low-rank Multimodal Fusion with Modality-Specific Factors.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Efficient Low-rank Multimodal Fusion with Modality-Specific Factors

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.305101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1d36f9-98cd-4807-83e1-a06c9b35c7e6 · outbound

This paper cites P., Deng, Z., Salakhutdinov, R., and Morency, L.-P.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts P., Deng, Z., Salakhutdinov, R., and Morency, L.-P

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:05.621422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 50c4bbe0-6005-4061-8440-dcd5e160f817 · outbound

This paper cites H., Bai, S., Liang, P.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts H., Bai, S., Liang, P

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:05.483449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 61bf84b5-1c6d-45e6-8983-4d572e6e49ea · outbound

This paper cites H., Ma, M.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts H., Ma, M

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:05.286200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a69ac2ef-853c-419c-bc6f-5d164841db81 · outbound

This paper cites Measuring Cross-Modal Interactions in Multimodal Models.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Measuring Cross-Modal Interactions in Multimodal Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:23:03.897573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 240d5b20-3a7a-45eb-a173-8298eea74d9e · outbound

This paper cites Nonnegative Decomposition of Multivariate Information.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Nonnegative Decomposition of Multivariate Information

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.917262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c4be47-b762-4d66-bac2-df988fb136d9 · outbound

This paper cites Beyond additive fusion: Learning non-additive multimodal interactions.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Beyond additive fusion: Learning non-additive multimodal interactions

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:05.124819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c88d2551-cea6-41b1-8c9d-65b1ec085475 · outbound

This paper cites an unresolved cited work.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:23:05.026656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5fe516e3-ccbe-453c-83a4-9b46d99bfcd0 · outbound

This paper cites MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:03.231496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3cb7922-81e0-453e-8bbb-fb49ae11d7a0 · outbound

This paper cites The Connection between Interaction Loss and PID We link our perturbation-based losses to components in Partial Information Decomposition (PID), following Bertschinger et al.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts The Connection between Interaction Loss and PID We link our perturbation-based losses to components in Partial Information Decomposition (PID), following Bertschinger et al

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:04.885824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 47ccb5a1-f5a0-4593-bd01-576e8788e313 · outbound

This paper cites For the genomics, clinical, and biospecimen modalities, we used a one-hidden-layer MLP with a hidden dimension of 256 as the encoder.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts For the genomics, clinical, and biospecimen modalities, we used a one-hidden-layer MLP with a hidden dimension of 256 as the encoder

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:04.562802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71aaedb7-2d88-46d6-b444-47c72670721f · outbound

This paper cites MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts

Reference 1991

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:01.959332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 292b631c-c336-4964-b233-d67eb38e689c · outbound

This paper cites SHARCS: Shared Concept Space for Explainable Multimodal Learning.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts SHARCS: Shared Concept Space for Explainable Multimodal Learning

Reference 1999

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:23:04.237110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7cc48df0-c601-43b7-abd5-49395c60ebad · outbound

This paper cites Interpretable Mixture of Experts.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Interpretable Mixture of Experts

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:01.854238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605f23aa-2c97-4f80-bf86-3592ebb77b62 · outbound

This paper cites Yun, S., Choi, I., Peng, J., Wu, Y ., Bao, J., Zhang, Q., Xin, J., Long, Q., and Chen, T.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Yun, S., Choi, I., Peng, J., Wu, Y ., Bao, J., Zhang, Q., Xin, J., Long, Q., and Chen, T

Reference 2012

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T14:23:03.716790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48010a53-95d6-41a8-8391-c88b4f7f2479 · outbound

This paper cites What to align in multimodal contrastive learning?.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts What to align in multimodal contrastive learning?

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:01.689425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b51eed-89f5-4c8c-b4e6-fd362622857f · outbound

This paper cites Intrinsic User-Centric Interpretability through Global Mixture of Experts.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Intrinsic User-Centric Interpretability through Global Mixture of Experts

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.538824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a602560f-1c70-4dbe-b13a-ea4af09d828b · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.462048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b81df00-ccf6-4dac-bf7a-6ef0abdbe0ff · outbound

This paper cites ieee.org/document/8269806.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts ieee.org/document/8269806

Reference 2019

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:23:04.436150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8de1df8-c640-4084-8832-ba6bd2cb7a12 · outbound

This paper cites On the Benefits of Early Fusion in Multimodal Representation Learning.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts On the Benefits of Early Fusion in Multimodal Representation Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:01.550167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e74df3-d81a-4cbf-af50-9b0b6e22da83 · outbound

This paper cites MultiViz: Towards Visualizing and Understanding Multimodal Models.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts MultiViz: Towards Visualizing and Understanding Multimodal Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:02.048124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e78aa34-1bd0-4720-bf5a-ef498d05c0c1 · outbound

This paper cites Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:23:04.051400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7a1bc72e-272b-432e-be3a-432fe345103e · outbound

This paper cites I., Pohl, K.

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts I., Pohl, K

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:23:05.811500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 30e0406f-257e-4a35-9739-11371888721c · inbound

Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification cites this paper.

Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:25:59.699253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 890d1830-f030-4362-b1ee-68d7730f55d2 · inbound

CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering cites this paper.

CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:11:53.266530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f2174d57-02a2-421c-a6a8-f7afcc4bd903 · inbound

Toward a Unified Framework for Collaborative Design of Human-AI Interaction cites this paper.

Toward a Unified Framework for Collaborative Design of Human-AI Interaction I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:16:09.375067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 58f11c42-6181-4bed-845b-8b3cf50d7c58 · inbound

PromptDx: Differentiable Prompt Tuning for Multimodal In-Context Alzheimer's Diagnosis cites this paper.

PromptDx: Differentiable Prompt Tuning for Multimodal In-Context Alzheimer's Diagnosis I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:31:24.516040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be6758f0-a971-4f9b-8a77-616f94c9e6dd · inbound

Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey cites this paper.

Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:34:48.339013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 551edb03-1d03-4fda-b64e-748288dd4d16 · inbound

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning cites this paper.

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 126

Resolution: verified exact; arxiv_id, observed 2026-06-30T22:05:06.118790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ebe97c2-88d4-4e8f-8ddd-f6a2144c8d5f · inbound

BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure cites this paper.

BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:07:04.012422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c95e8ce-20da-4032-895c-77f5630f355b · inbound

BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure cites this paper.

BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T09:20:43.515170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d437a8-e671-4a44-89eb-1a58e63c51e8 · inbound

iLENS: Interpretable LLM-Guided Mixture-of-Experts for Neuroimaging Survival Analysis cites this paper.

iLENS: Interpretable LLM-Guided Mixture-of-Experts for Neuroimaging Survival Analysis I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T07:37:23.629558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2776fb22-1012-44e8-a201-b8d00f17eecb · inbound

DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology cites this paper.

DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T00:25:33.841314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.