Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:52:30.425255Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 1 inbound Pith citation observation for arXiv:2507.17795.
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 2026-08-06T14:52:30.425255Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T02:44:19.395548Z
A source-named dated measurement, never combined with another source.
Source: cited_works
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4d596a77-a2e3-485f-9766-50ffd82dafee · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Kgda: A knowledge graph driven decomposition approach for cellular traffic prediction,
Reference 1
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Observation 482a3fb5-c132-4831-b07b-0bc9d0eaaa5f · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Safe-nora: Safe reinforcement learning-based mobile network resource allocation for diverse user demands,
Reference 2
Source-reported events for the cited work
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Observation 2f46bb2e-032d-4785-a469-4b0c5cc1f3e9 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Dynamic channel allocation scheme based on traffic prediction in dense wireless networks,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 666e001f-1f05-456f-aa5c-d8b81b6dcd5e · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Carbon emissions of 5g mobile networks in china,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3e3cef9-9c76-4d6b-a600-1fff8b0d594c · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Artificial intelligence for reducing the carbon emissions of 5g networks in china,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c73f8125-1247-400e-8c41-d8caad9141d9 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Mobile traffic prediction from raw data using lstm networks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36a6aa95-8cc7-4fa8-9388-11a1bff05725 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Deeptp: An end-to-end neural network for mobile cellular traffic prediction,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c56dea9f-3691-4c49-9490-2da22ee6e6ca · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Spatial- temporal cellular traffic prediction for 5g and beyond: A graph neural networks-based approach,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2389ee2f-adae-4774-90c1-d1865d826bdb · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Empowering spatial knowledge graph for mobile traffic prediction,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 338741ad-5121-40fd-852b-7ef43d5d26f1 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Sdgnet: A handover-aware spa- tiotemporal graph neural network for mobile traffic forecasting,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8062db49-169f-435d-9e53-87b21d63aa53 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction To what extent we repeat ourselves? discovering daily activity patterns across mobile app usage,
Reference 11
Source-reported events for the cited work
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Observation dcc05820-8fec-4109-8389-a47310d8abdc · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Atpp: A mobile app prediction system based on deep marked temporal point processes,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1acd2ed6-a7cf-48b1-8b81-de4717ffb5dc · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction On mining mobile apps usage behavior for predicting apps usage in smartphones,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 70e41f19-9a44-493e-83df-0c1c33a49955 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8ca2f43-4af8-490e-a113-290cb9adbfc0 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Diffusion models in vision: A survey,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1629446b-3391-4029-8860-f5e70650deb8 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Exploiting geographical influence for collaborative point-of-interest recommendation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a3b4439-7bc2-4dc4-9acc-83b101751bfe · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Netdiff: A service-guided hierarchical diffusion model for network flow trace generation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ca901f2-a368-4106-826c-a5a05fffeed9 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Cellular traffic prediction with machine learning: A survey,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df67170c-b2c0-42e6-baa9-5995323a35c1 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Mobile traffic prediction in consumer applications: a multimodal deep learning approach,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b517f8ac-3b64-43dd-b858-5709d965f989 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0782b1ff-ef4b-4412-ba04-deede76065d4 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Attentive crowd flow machines,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6f613ad-36bd-4932-b8da-07189f4f6671 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Deep spatio-temporal residual networks for citywide crowd flows prediction,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d17f852-1d04-48e5-95c3-c5c980abc22b · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Predrnn++: Towards a resolution of the deep-in-time dilemma in spatiotemporal predictive learning,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d16067a4-b4fd-49c7-969e-ff168b0aa790 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Predrnn: Recurrent neural networks for predictive learning using spatiotemporal lstms,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3843c212-ec54-4e15-81b1-cf7d3a4e7654 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Graph attention spatial- temporal network with collaborative global-local learning for citywide mobile traffic prediction,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e5e0f8f-14ae-4476-8297-f4813ce6e809 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Transformer-based spatio-temporal traffic prediction for access and metro networks,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbcdb904-ad56-4d65-8278-1d562bb273dd · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Spatio-temporal graph transformer networks for pedestrian trajectory prediction,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b03a829-90f7-45dd-aa32-6f5be20108da · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Transformer based traffic flow forecasting in sdn- vanet,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8af82261-c32c-448d-bb01-e6b804664057 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Mobile network traffic prediction using mlp, mlpwd, and svm,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c74e0c4d-d2b8-4d5a-b582-815d43c95b9d · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Characterization and prediction of mobile-app traffic using markov modeling,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5f4a88b-c5ac-4134-9fe5-a99311d9d608 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Spatio-temporal diffusion point processes,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb00cdf8-d632-4481-8d24-fb851b2fd2fd · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Towards generative modeling of urban flow through knowledge-enhanced denoising diffusion,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d34985b-d35d-4931-bda4-c30d148cc6fc · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Network traffic prediction based on diffusion convo- lutional recurrent neural networks,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e58d410-a982-45d0-83da-9696e6d4afe0 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Spatio-temporal knowledge driven diffusion model for mobile traffic generation,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a77fa932-f978-4148-be9c-4098829681cd · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Practical gan-based synthetic ip header trace generation using netshare,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13e1a435-4a08-49d0-8dc4-d10a5acf3310 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Mobile user traffic generation via multi-scale hierarchical gan,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9d0c458-de68-489c-9816-e23eb44f25fc · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Mobile data traffic prediction by exploiting time-evolving user mobility patterns,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 51331746-8f6f-49d4-a643-d07bfb493b30 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Conditional Image Generation with Score-Based Diffusion Models
Reference 38
Source-reported events for the cited work
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Observation c1de19e6-b402-4847-b098-b8534928b8e0 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction scdiffusion: conditional generation of high-quality single-cell data using diffusion model,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef4a9845-5647-4d9c-a910-691174dbbb30 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Netdiffus: Network traffic generation by diffusion models through time-series imaging,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1f8640d4-f12f-4864-a175-b55c12106288 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Pcapgan: Packet capture file gen- erator by style-based generative adversarial networks,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81cdf536-6fe4-48eb-b57d-df9b21fbd680 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Large Language Models: A Survey
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2adfa8dd-3e6e-435d-8bee-0167cf05a8e0 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Clip and complementary methods,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3424e544-b730-4008-9aed-f869d2cb2814 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Contrastive learning of medical visual representations from paired images and text,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e12e45ea-e0e2-4aeb-b837-1ef066495a93 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Pubmedclip: How much does clip benefit visual question answering in the medical domain?
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3a9437b-054d-4430-b2b7-d30a91b6fa42 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29f1039b-8118-469f-9030-5ffbfe08f020 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a150cc0-bdc6-49b6-854b-4a959281a48d · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Remoteclip: A vision language foundation model for remote sensing,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ecf7bf-e081-4593-8b40-1a00576c36a0 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Diffusion models: A comprehensive survey of methods and applications,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed88d33-cd88-4c23-a33b-68593143e07b · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction How Much Can CLIP Benefit Vision-and-Language Tasks?
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d37b8c6-015e-4dbe-b1a9-5d88f531a5c4 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Urbanclip: Learning text-enhanced urban region profiling with contrastive language-image pretraining from the web,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71d3ccca-9c03-4b40-9241-322eb84ab13b · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Enhancing multi- modal understanding with clip-based image-to-text transformation,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca03d061-884e-4707-9cf0-b9cbf1692876 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Forecasting long-term spatial-temporal dynamics with generative transformer networks
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 75019fac-709b-41b4-8f3c-5c876310c937 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Long-Range Transformers for Dynamic Spatiotemporal Forecasting
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3b9ca40-afe7-4e90-bade-4f135aacb453 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Poster: A one-size-fits-all solution for cross-technology communication via transformer,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation faf65947-94aa-4775-a1a1-6f0745da3250 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Multimodal condi- tioned diffusion model for recommendation,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eee34581-edbb-433e-ac83-d5ea91e10ba2 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 162d3657-f430-4720-bd3b-3e57cd9adc80 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Latent diffusion transformer for probabilistic time series forecasting,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc875865-23ec-4d0a-8c9c-318b9df21e4f · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction FiT: Flexible Vision Transformer for Diffusion Model
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81b85b49-4af9-40d2-be5c-f37b607df58f · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Samples: Self adaptive mining of persistent lexical snippets for classifying mobile application traffic,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9cde03a-116d-4566-a045-860197779f33 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Machine learning for interconnect network traffic forecasting: Investigation and exploitation,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a1e5efe-ee16-46f1-b5b1-ae1ef6b27901 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a0ea26e-939d-4f58-a5b3-29e553196b43 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbafa8bb-ca8a-4068-8097-76f20feddd0e · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 110c11bb-d51a-4b14-82db-154309306ce1 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Scalable diffusion models with transformers,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 641a3f35-b8bd-4ea4-9cfa-709ee27144f2 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Csdi: Conditional score- based diffusion models for probabilistic time series imputation,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2080ae6a-e7c9-447e-ab60-5f2b65b883f4 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction Rf-diffusion: Radio signal generation via time-frequency diffusion,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f3090a5-4eac-41c2-bc49-2446256dc555 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction ChatGPT,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23dc3bce-dcb4-4c57-9cdc-1519d57cc4e6 · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction GPT-4 Technical Report
Reference 69
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Observation 9e3c72b1-a1a3-4727-9f68-02f88100ed1e · outbound
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction GPT-4o System Card
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beb09dde-006c-4f42-b535-ee9f6ea04430 · inbound
MIDiff: Tackling Sparsity and Imbalance in Mobile Usage Generation via Multivariate-Imaging Diffusion LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.