Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:52:02.004873Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:52:02.004873Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7f2d2899-b625-4594-864e-9fd4cd06cb3d · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Semantic communications : Overview, open issues, and future research directions,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ccf99a8-7450-46e8-be1d-a7c138f6f092 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A su rvey on multimodal large language models,
Reference 2
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.
Observation 89d4a034-afe5-4e27-99c7-eb4d71421cfb · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Visual instruction tun ing,
Reference 3
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.
Observation 56b504d7-009e-4b06-b414-d85be1c57ac9 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Matryoshka query transformer for large vision-language m odels,
Reference 4
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.
Observation 15f98822-efca-476e-a94c-f2048e67ec07 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75aae6af-74d1-4b6c-a1d6-af8fd9b6fcc2 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Honeybee: Locality-e nhanced projector for multimodal LLM,
Reference 6
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.
Observation eae965f8-62ba-49bd-80e2-0e1b613ac9d3 · outbound
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
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.
Observation f175a07e-3588-44c6-945b-1e22d9479a31 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d502e42d-9623-4a73-bcf2-13b6523aaab5 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication TG-LLaV A: Text guided LLaV A via learnable latent embeddings,
Reference 9
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.
Observation fa9ed134-1e54-46f8-b3e2-50c7f96d23bf · outbound
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
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.
Observation 78cca56d-3cc3-4a57-bfbd-9a3364a7aa6e · outbound
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
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.
Observation 32e894ef-dfb7-45af-b971-4e875de52c9e · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d76ccade-b9b9-44d1-870b-c713e5e214de · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Adaptive semantic token communication for transformer-b ased edge inference,
Reference 13
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.
Observation 24b26535-f083-467b-93c5-93ef8c5a6868 · outbound
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
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.
Observation 783d95f5-fefa-4a50-b7f9-8536f3ca1176 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Text-guided token communication for wireless image transmission,
Reference 15
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.
Observation 5b45b25e-bd30-4131-a532-b114f53062f4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7db727e-5dbd-4f19-afd0-b74801c0c9c4 · outbound
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
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.
Observation 99d66709-35d9-4cef-b907-0c90669a6535 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication TokenCom: Vision-language model for multimodal token communications,
Reference 18
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.
Observation 6e37bdd5-8206-496e-bbe2-7f79175db21d · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Joint seman tic-channel coding and modulation for token communications,
Reference 19
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.
Observation 9b0a6389-f608-4af2-90b4-be77b42434b6 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Learning transferable visual models from natural language supervision,
Reference 20
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.
Observation 114def9e-7375-4368-a177-3a05eb650633 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A tria ngle enables multimodal alignment beyond cosine similarity,
Reference 21
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.
Observation 3ff96a58-d98a-4181-939d-27b0c542fb7e · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication CA DeepSC: Cross-modal alignment for multi-modal semantic communications,
Reference 22
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.
Observation eafdd37c-bfc5-4386-9bb4-6e4e308e74e0 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unifying modalities through sem antic embed- dings,
Reference 23
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.
Observation 2fe851f6-20c3-4d36-a519-fd3ec62e1960 · outbound
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
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.
Observation 553cfccd-6219-406d-aa62-de3df15f5154 · outbound
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
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.
Observation eee19b54-010e-42a9-96f7-b5bdcce5933d · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unresolved cited work
Reference 26
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.
Observation 7f2cd2ba-f035-49d0-b154-0523b7586d85 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 362bc15e-fe44-4979-846c-99827e2ee68c · outbound
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
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.
Observation 7cb7abf6-4a9c-40c0-8783-3400788bbe83 · outbound
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
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.
Observation 4752a344-e4a2-4092-b814-3fca3bb31c94 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Geometr y-driven joint token selection for multimodal token communications,
Reference 30
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.
Observation 824f5631-64c6-4880-a7d3-ee0a75af5845 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication A unified multi- task semantic communication system for multimodal data,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7983e4a-dfc2-44dc-892f-99f8281de287 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication How much training is need ed in multiple-antenna wireless links?,
Reference 32
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.
Observation cb46ff94-cbe6-41f8-ada3-66f184e72def · outbound
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
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.
Observation 38b2f8c7-dfed-404a-acd5-8ea2c7592262 · outbound
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
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.
Observation acf683ad-dbbe-4448-8086-dd632b53d5ba · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Hubs i n Space: Popular Nearest Neighbors in High-Dimensional Data,
Reference 35
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.
Observation f1ed5711-ba0c-41ec-85cf-ea5dcea1140e · outbound
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
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.
Observation 02835e1d-9a26-4a43-8576-bbdcf6fead95 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Unresolved cited work
Reference 37
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.
Observation 5b82c610-6bcb-442e-81f9-a3456fd2951c · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Synchronous multi-modal semantic communication system with packet-level coding,
Reference 38
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.
Observation 33984434-4f9e-4851-96ab-e9021adbdc87 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d04d37ea-cd8d-4cca-b13f-a47ddc2f6f50 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Goldsmith, Wireless Communications
Reference 40
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.
Observation 0c350e08-08de-44f0-b2fb-5c186dfc40bf · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication BERT: Pre-training of deep bidirectional transformers for language understan ding,
Reference 41
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.
Observation 208ce809-d22c-40d1-a147-3fd82489e6d4 · outbound
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
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.
Observation 1d580350-8fb2-4b61-acc6-a621a8057454 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Decoupled weight decay re gularization,
Reference 43
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.
Observation 95b7bb69-5bac-4514-b35a-3d559e258fe0 · outbound
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
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.
Observation c80fd7f0-3493-4368-b56c-aa4c51376231 · outbound
Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Multidimensional scaling: I. Theory and method,
Reference 45
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.
No inbound Pith citation observations are available.