Paper Citation Record · LEDGER

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT

As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2411.12126.

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

pith.paper-citation-record.v1
2411.12126 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:58:41.720108Z

measured 61 of 61 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:30:41.749447Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:54:48.866758Z

Reference resolution

59 of 59 outbound references displayed

verified exact5
verified fuzzy3
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c553f29-0348-4f06-9cbb-010cd4a8d261 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:40.842090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e840f6-66ad-4d61-9dbb-962b705292ed · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.931806Z

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 226edffd-9eef-41c6-85f2-926452a697e6 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:40.855107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5085ae06-c11d-4f0d-ac60-cc27776b4032 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:40.885295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c50c578d-5594-4696-8ff6-fb144b0df33a · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.735839Z

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 7f729f38-0259-48a1-9b2a-8daa4d61a009 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.665450Z

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 f57db069-0a7c-4c6f-8241-a3455fa1e6c4 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.646659Z

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 415678e3-cb08-4c9d-9cab-ae8a4301a414 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.490104Z

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 6dec36cb-0881-4d2f-bce0-67cfaccb74ae · outbound

This paper cites Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.020399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90edd30-d390-4067-b29f-948c1e47ec7f · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.298469Z

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 18a3773f-ca53-49f1-929c-1f3a7175f8ab · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.143755Z

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 c6e9ed83-4eb7-4eb6-ab7d-31a419e3c359 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.036528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdaf7c99-df03-49e4-ad9a-15a1fcd53ad7 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:44.059029Z

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 5f023c47-9a73-408a-92a6-e937d1fd0aea · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.940338Z

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 2a530f62-bc03-4fdb-b793-c84065831bb8 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.866890Z

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 6a3a277b-f1b5-4537-9e47-4621cbcb9c9f · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-12T17:58:41.922169Z

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 c5418a2a-707e-4313-9f7e-e8b33c96d9a1 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.846718Z

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 86bfb03e-b860-4e8b-88fe-7e41afdb316c · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.788678Z

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 308f217e-f488-4356-bc40-a7d9fa304b70 · outbound

This paper cites GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-12T17:58:42.119050Z

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 035f2e63-56bc-4b17-886c-d41eae924f4f · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.212737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ab52af-c4aa-4a47-bdb9-801103f83194 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.672534Z

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 3d4944c5-3add-4bae-b065-c9da6e8f5df3 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.637913Z

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 3504370d-f4cc-4ed2-b897-a9e321e84929 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.596584Z

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 34a02c22-4ced-4f22-b730-27ebfcd9ec96 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.495469Z

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 4ca481ad-33c3-49de-b13a-6e862d523626 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.474073Z

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 8451a781-facb-4413-8a39-078b8a4642a2 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-12T17:58:41.903079Z

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 e45a16bc-891c-4fa2-9125-5b3c88c9c42c · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.454465Z

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 34d3e712-7c86-4fdb-85c4-0976305f145b · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.378001Z

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 4ad6a365-584f-487f-bd83-a1d911880696 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.322089Z

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 cef0623d-357a-44ea-bcac-fc9001783b17 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.300385Z

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 a83e3696-d93b-45a2-828a-540fabd604b2 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.227316Z

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 ecd55c52-fe7a-4bd9-9530-fe8ffc7a24df · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.146814Z

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 782ec62c-abfa-4248-84bd-c8588ffb2cb8 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.097642Z

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 9d32da90-f970-45ff-ac4c-cdaad3a32d11 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.078937Z

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 8762b6c9-a953-4414-9b67-33886e7824e6 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.441863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3985826-6242-4717-a8ac-4b466d26bda6 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.447991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565931ce-c84b-4435-8ec7-0b89e4deacc5 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.045889Z

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 705a99ae-efe9-4631-b9f9-8bdd5691b86d · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-12T17:58:41.884404Z

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 ee41e580-9155-48e6-b08c-ae1f9220d0e9 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.024935Z

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 896a1286-57b8-4411-a49c-32500238d09a · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:43.004410Z

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 89752373-ecb5-49ed-bec7-44a2fbc02e76 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.985455Z

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 ae2effc4-65ca-4f2b-9204-ba6a1c56b841 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.925389Z

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 4d0053a4-be1e-4216-9c26-67219fb8baa1 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.873619Z

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 1b563876-3bfa-4b58-ae97-ae12b7da67e2 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.576669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 522b5277-2759-4b2f-91e5-ed1ffbfee5c2 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.842621Z

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 752eadd8-e384-47e1-84d9-0198eabdbbba · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.824081Z

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 20ba7a7b-8291-4812-97b8-933e565d85bc · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.672500Z

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 a65ada59-b301-462a-bd7a-a30b2e825ef9 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.676059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1984e53d-c8f3-479f-ad8b-4b43ed033cdd · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.486047Z

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 12315954-f0e5-460c-9956-b77a75e352ff · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.468319Z

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 8b7721b1-4e6d-4a41-bcaf-ec558e20b58a · outbound

This paper cites In Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT In Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:58:42.576390Z

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 3cdfa4d5-27c9-4128-bd2a-3ca5a8d3248d · outbound

This paper cites Deep Learning for Scene Classification: A Survey.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Deep Learning for Scene Classification: A Survey

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.697270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af265c96-08cf-4aa7-9761-643776600c66 · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 54

Resolution: verified exact; doi, observed 2026-08-12T17:58:41.819984Z

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 0b91e4ae-fd44-43f7-bc81-34609ff1cf0f · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.348071Z

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 50704f6c-1f89-48e7-9fbe-e3aae85ff45b · outbound

This paper cites an unresolved cited work.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:58:42.450088Z

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 786275f3-7366-4062-99ea-23fadcd37c35 · outbound

This paper cites LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:41.720108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db3473e-6bf6-4be9-bcb3-c9e11d9ba72c · outbound

This paper cites In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ’18).

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ’18)

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-12T17:58:40.861260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98ab3e4-7a1e-4306-83e6-e5d577a46757 · outbound

This paper cites In 2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT In 2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:58:42.690720Z

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 34a648cf-7849-47cd-89ae-da9551a8c71f · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence , Vol.

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT In Proceedings of the AAAI Conference on Artificial Intelligence , Vol

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:58:43.656013Z

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.

Pith citing papers

Observation ad0852cc-4edd-4648-b73a-e69831e5ff68 · inbound

Foundation Models for CPS-IoT: Opportunities and Challenges cites this paper.

Foundation Models for CPS-IoT: Opportunities and Challenges MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:41.749447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d31b892-579f-4212-9e25-78b12f8ce331 · inbound

Data Can Speak for Itself: Quality-guided Utilization of Wireless Synthetic Data cites this paper.

Data Can Speak for Itself: Quality-guided Utilization of Wireless Synthetic Data MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:54:48.872027Z

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.