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Paper Citation Record · LEDGER

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.03141.

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

pith.paper-citation-record.v1
2608.03141 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:52:02.004873Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

45 of 45 outbound references displayed

  • verified exact1
  • verified fuzzy34
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f2d2899-b625-4594-864e-9fd4cd06cb3d · outbound

This paper cites Semantic communications : Overview, open issues, and future research directions,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Semantic communications : Overview, open issues, and future research directions,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:57.249494Z digest=sha256:65f7c2c6a9a1f9ddb0a01a3070ab7687ec03a50d17941d9cbf562ad1e9a3a07a

Observation 4ccf99a8-7450-46e8-be1d-a7c138f6f092 · outbound

This paper cites A su rvey on multimodal large language models,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A su rvey on multimodal large language models,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:57.344171Z digest=sha256:31bf36d91719eacf489430b163e43e62ed760f33cc9b9a8b798ffe9277bdaf9a

Observation 89d4a034-afe5-4e27-99c7-eb4d71421cfb · outbound

This paper cites Visual instruction tun ing,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Visual instruction tun ing,

Reference 3

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:57.497384Z digest=sha256:7a8bc51e5e4f948453b639d3d625ef0b3f1053d7f067616d0e1f01e380492ea1

Observation 56b504d7-009e-4b06-b414-d85be1c57ac9 · outbound

This paper cites Matryoshka query transformer for large vision-language m odels,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Matryoshka query transformer for large vision-language m odels,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:57.621510Z digest=sha256:1d38397422369b49c7d8480ec3a668c7921606fe3c4175a5c03c65c319b196fe

Observation 15f98822-efca-476e-a94c-f2048e67ec07 · outbound

This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:57.723161Z digest=sha256:50e2a99003c5c47b190373a5aa170afe9f3782ff0ccd8746d8b46e84a1517e5e

Observation 75aae6af-74d1-4b6c-a1d6-af8fd9b6fcc2 · outbound

This paper cites Honeybee: Locality-e nhanced projector for multimodal LLM,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Honeybee: Locality-e nhanced projector for multimodal LLM,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:57.815000Z digest=sha256:ae160f55b15f31a47815bf625ec8541c375ac6f865b224634ef58b1f87805090

Observation eae965f8-62ba-49bd-80e2-0e1b613ac9d3 · outbound

This paper cites BLIP-2: Bootstrapp ing language- image pre-training with frozen image encoders and large lan guage models,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication BLIP-2: Bootstrapp ing language- image pre-training with frozen image encoders and large lan guage models,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:57.935515Z digest=sha256:bc95bbc0e99865c75912f0a75f5e9260779489c46e521ec544e326328e2fbe96

Observation f175a07e-3588-44c6-945b-1e22d9479a31 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:58.057013Z digest=sha256:fa1acd7b8f89c58362a7f7e611ff879cf135ffe52e1f1d6b983aeb71044cf82b

Observation d502e42d-9623-4a73-bcf2-13b6523aaab5 · outbound

This paper cites TG-LLaV A: Text guided LLaV A via learnable latent embeddings,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication TG-LLaV A: Text guided LLaV A via learnable latent embeddings,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.133912Z digest=sha256:37a08f212efd0d8a97ce30fe95509864631c85a946f6ba3d15442217b6349516

Observation fa9ed134-1e54-46f8-b3e2-50c7f96d23bf · outbound

This paper cites Token communications: A large model-driven Framewor k for cross-modal context-aware semantic communications,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Token communications: A large model-driven Framewor k for cross-modal context-aware semantic communications,

Reference 10

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.217915Z digest=sha256:50e0614885630bacb22cb1ff615cb685235c330179a75679a960e11ddf7d80ab

Observation 78cca56d-3cc3-4a57-bfbd-9a3364a7aa6e · outbound

This paper cites Task-oriented mul timodal token transmission in resource-constrained multiuser net works,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Task-oriented mul timodal token transmission in resource-constrained multiuser net works,

Reference 11

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.304887Z digest=sha256:29bfce2f71cdd62ad59dd9bf07c768fe9a2a5512f2a18f3ab4423fb095df5cdb

Observation 32e894ef-dfb7-45af-b971-4e875de52c9e · outbound

This paper cites ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:58.392440Z digest=sha256:f2741054c9e3680b2ec053c0c88f28677c6b6d3b2a1dfeb5511957a66abe6e07

Observation d76ccade-b9b9-44d1-870b-c713e5e214de · outbound

This paper cites Adaptive semantic token communication for transformer-b ased edge inference,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Adaptive semantic token communication for transformer-b ased edge inference,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.526574Z digest=sha256:09a96cd89a7ed333302f4b5c7df2ecd2f528ac99678c0a0da2bf011ee5de6a65

Observation 24b26535-f083-467b-93c5-93ef8c5a6868 · outbound

This paper cites Conte xt-aware iterative token detection and masked transmission for wire less token communication,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Conte xt-aware iterative token detection and masked transmission for wire less token communication,

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.610396Z digest=sha256:caa398b4a57130a1d5c4eac0031ddcfe27cdc4c38dddc362db930e414a125fda

Observation 783d95f5-fefa-4a50-b7f9-8536f3ca1176 · outbound

This paper cites Text-guided token communication for wireless image transmission,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Text-guided token communication for wireless image transmission,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.695492Z digest=sha256:b51c2654ebabc338f6b715c15c1d3c06d71849ac6d9f55d97b6cd00ab6b8fb75

Observation 5b45b25e-bd30-4131-a532-b114f53062f4 · outbound

This paper cites Video TokenCom: Textual intent-guided multi-rate video t oken com- munications with UEP-based adaptive source–channel codin g,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Video TokenCom: Textual intent-guided multi-rate video t oken com- munications with UEP-based adaptive source–channel codin g,

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:58.749944Z digest=sha256:ed573ee3b30ba29ac07781f4ec21e49d069ccf6023b6be56caab4dc659bbe367

Observation a7db727e-5dbd-4f19-afd0-b74801c0c9c4 · outbound

This paper cites Tok en communication in the era of large models: An information bot tleneck- based approach,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Tok en communication in the era of large models: An information bot tleneck- based approach,

Reference 17

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.849071Z digest=sha256:8d47e5b3e205c619b2834a604eade8a92a248b0615c89fcc10acc5d7fa77ce70

Observation 99d66709-35d9-4cef-b907-0c90669a6535 · outbound

This paper cites TokenCom: Vision-language model for multimodal token communications,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication TokenCom: Vision-language model for multimodal token communications,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:58.960297Z digest=sha256:310aef1e556ebbb3ac49da51e10977ff12cfcadb33c35d4f33b223a2bff32bf7

Observation 6e37bdd5-8206-496e-bbe2-7f79175db21d · outbound

This paper cites Joint seman tic-channel coding and modulation for token communications,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Joint seman tic-channel coding and modulation for token communications,

Reference 19

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.030635Z digest=sha256:6745cf9a5086410d5e4a27f63f95713fbb4956c463195628e38856257f0b3314

Observation 9b0a6389-f608-4af2-90b4-be77b42434b6 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Learning transferable visual models from natural language supervision,

Reference 20

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.113245Z digest=sha256:594699efe9b385f998f6f246b5d5c71b6483cbf2e5f3bef6076d221767836080

Observation 114def9e-7375-4368-a177-3a05eb650633 · outbound

This paper cites A tria ngle enables multimodal alignment beyond cosine similarity,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A tria ngle enables multimodal alignment beyond cosine similarity,

Reference 21

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source=pdf_text observed=2026-08-06T00:51:59.187621Z digest=sha256:a0d92077e8fe2b811130964fa2f1037297da52dd0239aa53b2982e45842c1bf3

Observation 3ff96a58-d98a-4181-939d-27b0c542fb7e · outbound

This paper cites CA DeepSC: Cross-modal alignment for multi-modal semantic communications,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication CA DeepSC: Cross-modal alignment for multi-modal semantic communications,

Reference 22

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.279166Z digest=sha256:6297ea2ebd4868c6096c2d6105ed75d339837bb798da3c1e5b7188ba63e46622

Observation eafdd37c-bfc5-4386-9bb4-6e4e308e74e0 · outbound

This paper cites Unifying modalities through sem antic embed- dings,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unifying modalities through sem antic embed- dings,

Reference 23

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source=pdf_text observed=2026-08-06T00:51:59.342622Z digest=sha256:5709521fd11fa63a7ad60d64ad5bbb92cdb97729f1dd489e117fa64e7ff769aa

Observation 2fe851f6-20c3-4d36-a519-fd3ec62e1960 · outbound

This paper cites Large model e mpowered multi-modal semantic communication with selective tokens for training,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Large model e mpowered multi-modal semantic communication with selective tokens for training,

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.453156Z digest=sha256:74043b5c4bd6699eb72152aa0b78d422ccb98d439a094777d8f080e50e292733

Observation 553cfccd-6219-406d-aa62-de3df15f5154 · outbound

This paper cites Not all patches are what you need: Expediting vision transformers v ia token reorganizations,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Not all patches are what you need: Expediting vision transformers v ia token reorganizations,

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.530910Z digest=sha256:0ea42466ae38559f5ff689e53b8f8359101d64625d99ed64526f19daf833f352

Observation eee19b54-010e-42a9-96f7-b5bdcce5933d · outbound

This paper cites an unresolved cited work.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unresolved cited work

Reference 26

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raw_fallback, observed 2026-08-06T00:52:05.512839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.627737Z digest=sha256:ee738404b789361f7178becea21034d651789d921824cc6621802e38797dcef8

Observation 7f2cd2ba-f035-49d0-b154-0523b7586d85 · outbound

This paper cites Block Coordinate Descent on Smooth Manifolds: Convergence Theory and Twenty-One Examples.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Block Coordinate Descent on Smooth Manifolds: Convergence Theory and Twenty-One Examples

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:51:59.741426Z digest=sha256:3b7523850ad802e495ec2ea207b698f688c7f69e0ea4073e53ff8794e0729b04

Observation 362bc15e-fe44-4979-846c-99827e2ee68c · outbound

This paper cites Making the V in VQA matter: Elevating the role of image understandin g in visual question answering,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Making the V in VQA matter: Elevating the role of image understandin g in visual question answering,

Reference 28

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.824756Z digest=sha256:10da1346c4ba538fa443184d3b9101dd3172142ffa29628c4e69ce8dc6298eb5

Observation 7cb7abf6-4a9c-40c0-8783-3400788bbe83 · outbound

This paper cites Tackling data bias in MUSI C-A VQA: Crafting a balanced dataset for unbiased question-answeri ng,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Tackling data bias in MUSI C-A VQA: Crafting a balanced dataset for unbiased question-answeri ng,

Reference 29

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raw_fallback, observed 2026-08-06T00:52:05.165343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:51:59.893959Z digest=sha256:f92d01326fab55024c628c95b686689a665f79db56264fde31d381671e593ce2

Observation 4752a344-e4a2-4092-b814-3fca3bb31c94 · outbound

This paper cites Geometr y-driven joint token selection for multimodal token communications,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Geometr y-driven joint token selection for multimodal token communications,

Reference 30

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raw_fallback, observed 2026-08-06T00:52:05.014643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.007972Z digest=sha256:ddca08b49d8655b2d038a46774a9310bcb599da20f920f9c7db753a36004dcde

Observation 824f5631-64c6-4880-a7d3-ee0a75af5845 · outbound

This paper cites A unified multi- task semantic communication system for multimodal data,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A unified multi- task semantic communication system for multimodal data,

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:52:00.138792Z digest=sha256:a99ed38f2a6ec112bcc1cafb2de0090b192f0b19781d5c8fc4d055e2f1b2c7ba

Observation f7983e4a-dfc2-44dc-892f-99f8281de287 · outbound

This paper cites How much training is need ed in multiple-antenna wireless links?,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication How much training is need ed in multiple-antenna wireless links?,

Reference 32

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raw_fallback, observed 2026-08-06T00:52:04.835291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.214164Z digest=sha256:4523b52b0e16b043d5b10cd8fa678e31f23ca401afb6c097bd06004fd6158ca3

Observation cb46ff94-cbe6-41f8-ada3-66f184e72def · outbound

This paper cites ViLBERT: Pretrai ning task- agnostic visiolinguistic representations for vision-and -language tasks,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication ViLBERT: Pretrai ning task- agnostic visiolinguistic representations for vision-and -language tasks,

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.342454Z digest=sha256:66a55d96e5c53efea15f2d234cc1d354fc6e2997348bda948b210f2a6583d251

Observation 38b2f8c7-dfed-404a-acd5-8ea2c7592262 · outbound

This paper cites An image is worth 16 ×16 words: Transformers for image recognition at scale,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication An image is worth 16 ×16 words: Transformers for image recognition at scale,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:04.502806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.472425Z digest=sha256:174cd15fee48e3a6dbabd5028223942acebb946f2db456ef7037200cb6260bdc

Observation acf683ad-dbbe-4448-8086-dd632b53d5ba · outbound

This paper cites Hubs i n Space: Popular Nearest Neighbors in High-Dimensional Data,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Hubs i n Space: Popular Nearest Neighbors in High-Dimensional Data,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:04.352782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.616297Z digest=sha256:cfc7df37464b2b2a2d0437a8fc0b2c8f5a61a058190bbe188f79ecb398e7c1bb

Observation f1ed5711-ba0c-41ec-85cf-ea5dcea1140e · outbound

This paper cites A branch-and-cut algorithm for the resolution of large-scale symmetric traveling salesman pr oblems,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A branch-and-cut algorithm for the resolution of large-scale symmetric traveling salesman pr oblems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:04.192645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.801041Z digest=sha256:130e3137edeba61640ecadd74bd1294d562769488f7093cfbf9b8a2d0c07eca2

Observation 02835e1d-9a26-4a43-8576-bbdcf6fead95 · outbound

This paper cites an unresolved cited work.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:52:04.032748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:00.972107Z digest=sha256:4cd1682856e14053c7d563ce9b05c918349502c9a5e630092f246006f190ebb1

Observation 5b82c610-6bcb-442e-81f9-a3456fd2951c · outbound

This paper cites Synchronous multi-modal semantic communication system with packet-level coding,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Synchronous multi-modal semantic communication system with packet-level coding,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:03.793726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.116997Z digest=sha256:6367135ed72cb886d4bfc6953b9131f61ba587428a74d01cbbdbbe1e5df1994a

Observation 33984434-4f9e-4851-96ab-e9021adbdc87 · outbound

This paper cites Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T00:52:01.243486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:52:01.243486Z digest=sha256:9de360be6fefe89fb6744acb5921130163ff6556411a3967f9be0db6aec315fa

Observation d04d37ea-cd8d-4cca-b13f-a47ddc2f6f50 · outbound

This paper cites Goldsmith, Wireless Communications.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Goldsmith, Wireless Communications

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:03.603970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.374572Z digest=sha256:b1e86bc41f5490f98ae21ad6fe99f418ee1e5855f8f33970b1120bf0557f3b8e

Observation 0c350e08-08de-44f0-b2fb-5c186dfc40bf · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understan ding,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication BERT: Pre-training of deep bidirectional transformers for language understan ding,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:03.440405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.484982Z digest=sha256:b39810966922004796df7f76f6774812630cbc03fae97382400863f45d428d1c

Observation 208ce809-d22c-40d1-a147-3fd82489e6d4 · outbound

This paper cites wav2vec 2. 0: A framework for self-supervised learning of speech represen tations,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication wav2vec 2. 0: A framework for self-supervised learning of speech represen tations,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:03.232783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.619548Z digest=sha256:e337c8d23d31baadc3f78b69f80180b5883d0e0fcd10bcba206aab88c2ff578d

Observation 1d580350-8fb2-4b61-acc6-a621a8057454 · outbound

This paper cites Decoupled weight decay re gularization,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Decoupled weight decay re gularization,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:03.071014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.735248Z digest=sha256:2d6510c920e132fc883237a48f7c318ffc9475d6d13c2fa27ade15788b3a0e09

Observation 95b7bb69-5bac-4514-b35a-3d559e258fe0 · outbound

This paper cites An image is worth 1/2 tokens after layer 2: Plug-and-play inference accelera tion for large vision-language models,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication An image is worth 1/2 tokens after layer 2: Plug-and-play inference accelera tion for large vision-language models,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:02.881178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:01.876995Z digest=sha256:c0083dc29f0738c74b55ef56d73da849655c90b29feea256cc7175be9142e54c

Observation c80fd7f0-3493-4368-b56c-aa4c51376231 · outbound

This paper cites Multidimensional scaling: I. Theory and method,.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Multidimensional scaling: I. Theory and method,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:52:02.715939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T00:52:02.004873Z digest=sha256:3f85d5cd88e91ef42b8204b2157ebd6a9c93cd96a46c2d6d50ba2b847497170f

Pith citing papers

No inbound Pith citation observations are available.