Paper Citation Record · LEDGER

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation

As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.10240.

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

pith.paper-citation-record.v1
2608.10240 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:14:54.855196Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

20 of 20 outbound references displayed

verified exact6
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4fc20b6-c222-4363-a3c0-1d7c260ac0da · outbound

This paper cites Modality Dropout for Improved Performance-driven Talking Faces.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Modality Dropout for Improved Performance-driven Talking Faces

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.766724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a285cb-ed02-4d43-b166-b24ce2237a24 · outbound

This paper cites Jose, and Xuri Ge.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Jose, and Xuri Ge

Reference 2

Resolution: verified exact; doi, observed 2026-08-14T04:14:55.074612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73e54e5e-5516-4384-b691-fbf6daa31bca · outbound

This paper cites IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:14:55.139047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ba1d806f-b6a9-4443-bbc5-b99c4af768b5 · outbound

This paper cites CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.780915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b264b4bb-3565-4dbf-8dbb-cb7f31fa62c4 · outbound

This paper cites an unresolved cited work.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.786519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be3fd11-b318-4012-b50e-2cf4abaf4d1a · outbound

This paper cites A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:14:55.121203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c2423ec-4200-4ca0-9660-2f935883f3f4 · outbound

This paper cites an unresolved cited work.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:14:55.164569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a311a6a-bf80-44d2-8d00-97f73eb57151 · outbound

This paper cites BiVRec: Bidirectional View-based Multimodal Sequential Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation BiVRec: Bidirectional View-based Multimodal Sequential Recommendation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:14:54.988974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55bddb47-48be-4613-8e46-189ebcb56d3e · outbound

This paper cites Self-Attentive Sequential Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Self-Attentive Sequential Recommendation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.811205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af9bcd45-688a-42b8-8c3c-035410b8eadc · outbound

This paper cites ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:14:54.962101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b28eb675-64f5-49fd-b085-959a680d854c · outbound

This paper cites Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.819967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2baa7871-4050-4b46-8632-f69d9c5a9145 · outbound

This paper cites ModDrop: adaptive multi-modal gesture recognition.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation ModDrop: adaptive multi-modal gesture recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.823822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52941ebc-9262-4b19-9dc9-03d9e8f81ba5 · outbound

This paper cites MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.828660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930ae224-d5f5-4b4a-87df-897605690ac0 · outbound

This paper cites an unresolved cited work.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:14:55.152178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14d1cb4e-130f-4723-97a6-efe3bb050fce · outbound

This paper cites LRMM: Learning to Recommend with Missing Modalities.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation LRMM: Learning to Recommend with Missing Modalities

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.837015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1d84d9-2cdd-4d50-9844-df793d725399 · outbound

This paper cites MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:14:55.103447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 139beca2-c953-444a-867c-2b21bd887f89 · outbound

This paper cites Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.845374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e5d8ea-0fe9-44f5-8c09-85a9e5063461 · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Deep Multimodal Learning with Missing Modality: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.850130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34dec6f-3b50-4c29-a8f9-4b3e1aa7fcb2 · outbound

This paper cites an unresolved cited work.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.855196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69655eb-636b-46f9-9db9-0a9db97489f9 · outbound

This paper cites Multimodal Fusion And Sparse Attention-based Alignment Model for Long Sequential Recommendation.

Sequential Modality Dropout for Robust Multi-Modal Sequential Recommendation Multimodal Fusion And Sparse Attention-based Alignment Model for Long Sequential Recommendation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:54.790368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.