Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T15:01:13.600621Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2605.24077.
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 2026-06-30T15:01:13.600621Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 58b34b48-209e-403d-a171-c874fa098251 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Deep learning for channel estimation: Interpretation, performance, and comparison,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6b9cb0fe-a54d-48d6-b736-21062d172334 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Deep learning for wireless physical layer: Opportunities and challenges,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 62ca301b-c6ec-4e0c-806e-5f3c2e36d549 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability TR 38.843: Study on artificial intelligence (AI)/machine learning (ML) for NR air interface,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 602c3281-476b-4c78-ab3d-89fc724b438b · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Transfer learning for wireless networks: A comprehensive survey,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 68000dc8-d978-4244-96c1-febf1c999b92 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Representation similarity analysis for efficient task taxonomy & transfer learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 78f03c16-9ffc-4e8c-8326-7df73d95426b · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Overcoming data scarcity in biomedical imaging with a foundational multi-task model,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9183cf8d-76a5-4a54-bcab-b61212b9ca1a · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability GLISTER: Generalization based data subset selection for efficient and robust learning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6180110d-bafe-4976-a8ec-7f145c28a38b · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Don’t stop pretraining: Adapt language models to domains and tasks,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 17233b54-98db-4cdb-8dae-7475abfa5753 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability MATES: Model-aware data selection for efficient pretraining with data influence models,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 65bc2be8-a2e2-4c89-935f-40809d52c1be · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability UMAP: Uniform manifold approximation and projection for dimension reduction,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6a1d44ce-7d3f-4138-9131-dc74d25d2694 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Wireless dataset similarity: Measuring distances in supervised and unsupervised machine learning,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cfb2943c-c3ab-4aff-8fa9-bbab22895598 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Understanding the Transferability of Representations via Task-Relatedness
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 95caa46b-c0ee-437a-b546-3ea76ef1f6d2 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability The Geometry of Multilingual Language Model Representations
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 37d3c0e4-6515-401d-b3a3-e8c0a8154da9 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Correlations between multilingual language model geometry and crosslin- gual transfer performance,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8aaceb24-432e-40d1-a689-3caff9c72924 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Fantastic generalization measures and where to find them,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aff5c2b3-4304-4e6d-9960-c17130a08133 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability 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 2026-08-21T06:32:19.484+00:00.
Observation 2cae829a-621f-46d2-a335-efffbbb02a72 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability LWM: A pre-trained wireless foundation model for universal feature extraction,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7913aaad-bee0-4659-8116-8bafb64313d6 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Beyond separability: Analyzing the linear transferability of contrastive representations to related subpopulations,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d2d4a6cb-da8a-49f3-be37-3c706db6b2e4 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability A theory of learning from different domains
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ef8e886a-8997-4129-b584-1382d317c079 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Unsupervised domain adaptation by backpropagation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1e8ea895-d4e3-4242-89f3-b9fe4328cabe · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability A kernel method for the two-sample problem,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 210820a8-2b5e-4158-bf0f-1c73acefd1d1 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Energy statistics: A class of statistics based on distances,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7907c533-15c5-4234-a28b-abfe69037d3e · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Similarity of neural network representations revisited,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 975e296f-9fd7-4396-9343-f5027284ff8d · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Computational optimal transport,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4d029c0d-6b82-41c0-997e-2ddb69ff023e · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Generalized sliced wasserstein distances,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7fbb8c3c-ec4b-472a-8b3a-cd7b3144010d · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Sliced and Radon Wasserstein barycenters of measures,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 859da73c-b403-4424-b689-c23023ad3c09 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Positivity properties of five-point two-loop Wilson loops with Lagrangian insertion
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a571b607-b5d4-404c-ae9c-11bdbd62efb4 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability A dataset similarity evaluation framework for wireless communications and sensing,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6dfdcacd-9dac-4cbb-bb9b-700c23d1722b · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Task2Vec: Task embedding for meta-learning,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0cc686af-3081-4bb5-b03b-b427f492e580 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Taskonomy: Disentangling task transfer learning,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fb8961ea-f7b8-4632-8e55-5aaabc7ec0dd · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability SimCSE: Simple contrastive learning of sentence embeddings,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6e2bfe41-6e4d-45c4-86d7-a2332aff956d · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability RankCSE: Unsupervised sentence representations learning via learning to rank,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4522819b-96d2-4f38-902c-2a84a84e6cf6 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability BERT: Pre-training of deep bidirectional transformers for language understanding,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4f17039e-72ef-4ec0-8525-e8659ce6a069 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability A simple framework for contrastive learning of visual representations,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 03b7135f-3eee-4f55-aca6-98887041f82e · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Momentum contrast for unsupervised visual representation learning
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8f5492b9-de96-4829-9834-3cabd26173fc · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Unsupervised learning of visual features by contrasting cluster assign- ments,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ec23b49d-a639-470b-8ab0-d57d59b0cecb · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Contrastive represen- tation learning: A framework and review,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 82d3726b-e21f-45c4-9989-6b9242dcefae · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Revisiting Scene Text Recognition: A Data Perspective
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da57b92f-3d3b-4578-8005-8b4043a9c5be · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Attention is all you need
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 190fb298-fb1c-40da-95c2-15c4c89c7e5d · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Distilling the knowledge in a neural network
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 23c9df66-6316-4ed8-99d2-f0183589aefd · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Adam: A method for stochastic optimization
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 02de3e9e-4db0-4579-b536-5f634c6ffd4a · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Deep learning for mmWave beam and blockage prediction using Sub-6 GHz channels,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0e664b00-08ab-456e-b969-44c8645f7999 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9e27552f-dd2a-4aab-8f69-6c41cccecc9e · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Fast and eager k-medoids clustering: O(k) runtime improvement of the PAM, CLARA, and CLARANS algorithms,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cb710d54-95e3-4719-b1b5-6c35c54447c4 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Channel charting: Locating users within the radio environment using channel state information,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9b6cc8e3-b693-4553-9c7f-5053b1386c29 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Triplet-based wireless channel charting: Architecture and experiments,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f39730c6-ac1f-4d25-b883-0dd6b3e8be61 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability LWM- Temporal: Sparse spatio-temporal attention for wireless channel repre- sentation learning,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1c8aba57-3702-4037-9ab0-80062253a655 · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability WiFo: Wireless foundation model for channel prediction,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7c85e233-62be-4435-8c97-d348da3e642b · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability WirelessGPT: A generative pre-trained multi-task learning framework for wireless communication
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 36237356-37fd-4e4a-b2b5-26741382f1bc · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability LWM-Spectro: A foundation model for wireless baseband signal spectrograms,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 32518e6e-253b-4601-8667-9ed36faa32ab · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability The algorithmic foundations of differential privacy
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fef66f78-d723-46e6-b79b-34732f8f78bf · outbound
LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability Deep learning with differential privacy
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.