Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T04:04:50.254833Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2604.18255.
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 2026-05-10T04:04:50.254833Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T13:56:30.837763Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T04:27:36.516208Z
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e598ef3a-de79-419d-ad2d-a42ab2d11b0c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Integrated Sensing and Com- munications (ISAC) for Vehicular Communication Networks (VCN)
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ccfc21f3-6083-4dd6-b630-e03a0fa9ac07 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Integrated Sensing and Communications: Toward Dual- Functional Wireless Networks for 6G and Beyond
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 54d2cddd-d90e-4374-bb51-de4644cc4749 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Integrated Sensing and Communication for Low Altitude Economy: Opportunities and Challenges
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 41c390cc-215a-40a8-92a7-cde4e5ff6d7a · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Intelligent Multi-Modal Sensing-Communication In- tegration: Synesthesia of Machines
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a46d68b8-5bdd-47ce-a622-736ef26aab39 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Integrated sensing and communications toward proactive beamforming in mmWave V2I via multi-modal feature fusion (MMFF)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b530007-e02a-432e-91d3-1aa091ed5b3c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Deep Multimodal Learning: Merging Sensory Data for Massive MIMO Channel Predic- tion
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1afe4abd-51a9-470f-891c-7be68aa16cc9 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Sensing Aided Channel Estimation in Wideband Millimeter- Wave MIMO Systems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1ec52fb8-344e-4c7a-aebb-4e9b4f47e0cb · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Radar Aided Proactive Blockage Prediction in Real-World Millimeter Wave Systems
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56d046f8-327f-40ea-a440-15edf760f78a · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) LIDAR Data for Deep Learning-Based mmWave Beam-Selection
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6f36092-06b3-40e9-9796-f96ce5a93b01 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Millimeter Wave Base Stations with Cameras: Vision-Aided Beam and Blockage Prediction
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dfa5c3e6-0431-47e9-ab88-003f59f8ec3c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Towards Real-World 6G Drone Communication: Position and Camera Aided Beam Prediction
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6fa4b37e-01eb-4554-b1e3-7950f7f306d0 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) SAM-Med3D: A Vision Foundation Model for General- Purpose Segmentation on V olumetric Medical Images
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9321b12e-63f9-4539-8aa6-fe873f26a00d · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) DMAE-EEG: A Pretraining Framework for EEG Spatiotemporal Representation Learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 870b9895-4d60-4a8c-a4df-1c370f1614dd · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Foundation Model Em- powered Synesthesia of Machines (SoM): AI-Native Intelligent Multi- Modal Sensing-Communication Integration
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0fbb3f9d-5533-47f2-8157-b190838a4a24 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) arXiv preprint arXiv:2601.10963 , year=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c81e3a07-7854-460d-8e5b-ab2d9439f63f · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Large Wireless Model (LWM): A Foundation Model for Wireless Channels
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9c08464c-6223-492e-b8e6-2283859d8724 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) WiFo: Wireless Foundation Model for Channel Prediction
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5835ad54-1245-42fb-af6e-8535b2963cad · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) WiFo-CF: Wireless Foundation Model for CSI Feedback
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bfe0d038-f459-46e8-b26a-b19e6bbe3bdc · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) WiFo-2: a generalist foundation model unifies heterogeneous wireless system design
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 92028984-5b01-4edc-9036-1429a8a12c1b · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) IQFM–A Wireless Foundation Model for I/Q Streams in AI-Native 6G
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ffd98844-8cda-4c41-b73a-9ba0a085c19c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6266f1d6-7d56-4e11-bdb2-5eb5a66c0068 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc54cb77-c624-4a4b-bb8b-75312945ca1f · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NER
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad07f6ac-d5c7-44e0-9553-68a402ab713b · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) A Multi-Modal Foundational Model for Wireless Communication and Sensing
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 009cc7d7-b066-4d27-be39-eb5122dd8b47 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World Demonstration
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ecd4494b-d5b3-4506-aa70-1e54730ca561 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d034f32-435a-415a-a959-0ff144f85ea6 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Root mean square layer normalization
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d00cb94f-dd9b-4154-b690-0604d66f40b5 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Qwen3-VL Technical Report
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9eae2438-6506-4140-84ff-dc09eaa027ab · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 84684256-3139-4233-8300-6c26cc80b3c2 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 86b09053-9e84-41a8-b766-8e8ffcf265a2 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) M 3SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d30df4ce-a154-47b0-908c-180e1ff6ed3d · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) SynthSoM: A Synthetic Intelligent Multi-Modal Sensing-Communication Dataset for Synesthesia of Machines (SoM)
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29449db3-7421-4e1f-b17a-1309fc48e4be · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) DeepSense 6G: A Large-Scale Real-World Multi- Modal Sensing and Communication Dataset
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation add67e57-33cf-4a00-a862-dbf54f18e301 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) LLM4CP: Adapting Large Language Models for Channel Prediction
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45a428da-0d70-42cc-9fb4-369544d5528c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) LLM4WM: Adapting LLM for Wireless Multi-Tasking
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fa4a53c2-cb3f-478b-b5f5-286e6e321289 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Accurate Channel Prediction Based on Transformer: Making Mobility Negligible
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 18165f23-d3a7-4d9c-83af-bf2a42ee4a7c · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Channelformer: Attention Based Neural Solution for Wireless Channel Estimation and Effective Online Train- ing
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3b501c07-43ee-422d-8f93-d0e95c28b31e · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Deep Learning for mmWave Beam and Blockage Prediction Using Sub-6 GHz Channels
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 417b2047-343b-4852-a615-4ed83e5fa154 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Attention Aided CSI Wireless Lo- calization
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8ae37c4a-681a-4553-8965-9069ae7138c6 · outbound
WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56609085-0641-46f6-8109-2410e205ea07 · inbound
A Unified Adaptive Feature Composition Framework for Multi-Task Generalization in Wireless Foundation Models WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM)
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.