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Paper Citation Record · LEDGER

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models

As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2505.11654.

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

pith.paper-citation-record.v1
2505.11654 v3

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:55:27.031781Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:11.191005Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T14:33:12.899490Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact8
  • verified fuzzy3
  • unresolved45
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0f04d40-aa53-4b6d-9740-5d3fc756e922 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

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unresolved
no resolver link, observed 2026-08-15T20:55:26.706608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.706608Z digest=sha256:962e3033877523246b1114073efd8d87ca77bd5f356197a7b878d9cc664b77fa

Observation 9c8ed325-c755-4033-b90f-67b52b6647b4 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 2

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unresolved
raw_fallback, observed 2026-08-15T20:55:28.486420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.713314Z digest=sha256:366e0ddbf50d017fc46b110a19c2f12c3aba54a4c3838ee0f5ddfa7dcafbe099

Observation e839726e-4c69-41cc-8f97-45bb1cec0f39 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, et al.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Brown, Benjamin Mann, Nick Ryder, et al

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:28.468773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3764c379-4f7d-4b08-bc17-c6748b4bcf35 · outbound

This paper cites GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation

Reference 6

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no resolver link, observed 2026-08-15T20:55:26.734086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.734086Z digest=sha256:d38eff9fabc01e0574bf3712ac85fcdb32b00960c94bbf1e2c36510141c92493

Observation 69eaddf5-2a5b-49c4-a7cb-85f9b60b9fdc · outbound

This paper cites Instruction Tuning with GPT-4.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Instruction Tuning with GPT-4

Reference 7

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no resolver link, observed 2026-08-15T20:55:26.738887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.738887Z digest=sha256:a6822233e7cd354ad9d7d2f538f6f903bf0ac70cc09d7f6e230cee1a26dec494

Observation 58826b5e-358b-45de-ba92-6c537535ba0f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 8

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unresolved
raw_fallback, observed 2026-08-15T20:55:28.451673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.743962Z digest=sha256:c1403d646dc50f70540bf1ae07e4ed581d68e486605c67170ec1d31378e34f82

Observation 7bbbbac3-4046-48d3-b51c-545f0420c780 · outbound

This paper cites Training language models to follow instructions with human feedback.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Training language models to follow instructions with human feedback

Reference 9

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no resolver link, observed 2026-08-15T20:55:26.748511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.748511Z digest=sha256:e12b78291618d93c6c5b6e68078c882c5aec5ffc0c272b0e36a6a8b78422371b

Observation 6d388e4f-c01d-41c5-bbf3-fc85acd36c96 · outbound

This paper cites The Llama 3 Herd of Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models The Llama 3 Herd of Models

Reference 10

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no resolver link, observed 2026-08-15T20:55:26.753598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.753598Z digest=sha256:db60a08224dd586d3ba1d3c473df98ae0b7361abf6443ba2ec97018bdf719ab2

Observation 5635b7a9-3613-4b8d-83e7-ae8cfd13d651 · outbound

This paper cites Masked Autoencoders As Spatiotemporal Learners.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Masked Autoencoders As Spatiotemporal Learners

Reference 11

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no resolver link, observed 2026-08-15T20:55:26.758886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.758886Z digest=sha256:030dd08c742229a1a6449acf4bc745444f922985f302af6d01035daa1d3e8f00

Observation 59d6b3b8-f7a6-4ac0-9caf-1e37be2cd37f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.764310Z digest=sha256:11066aa192c62941b02c94c2db6968100e6056089c8a36d3b2f8b1380981d3c4

Observation 22f21dc4-b12b-42ed-967c-dc20e75299b0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 13

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malformed identifier
no resolver link, observed 2026-08-15T20:55:26.774257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.774257Z digest=sha256:6f5c98246ab8c2900b3e9d23d9968b62de8c128d7c03ba5add44d464e9c1eacc

Observation 1a2e8878-f6bc-460d-b5f6-6a1e516ec4a5 · outbound

This paper cites DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting

Reference 14

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verified exact
local_arxiv, observed 2026-08-15T20:55:27.909667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b8a03f3c-a185-41c9-adee-73e692a13e28 · outbound

This paper cites A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting

Reference 15

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local_arxiv, observed 2026-08-15T20:55:27.883905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.784409Z digest=sha256:ab777a00a8cc419d8017cb5842c55014882424c4ba6d39be98d84d5cdab8a943

Observation 196ad642-2d4c-4266-a7c7-5390ad5f8810 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 16

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unresolved
raw_fallback, observed 2026-08-15T20:55:28.411023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.789495Z digest=sha256:ee22a0d6118dc84a3fe643e2183387e79bf6cfbd77dd8a8281e976a263e492f0

Observation 65fc3fb9-e3bd-41e5-b06d-fd248f6ab3b1 · outbound

This paper cites STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting

Reference 17

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verified exact
local_arxiv, observed 2026-08-15T20:55:27.860658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.794790Z digest=sha256:0fc87e3d6abed2099ee3f9b90d48cb291ca6d93599bf33849079d8b45ca0e33c

Observation fe3f62c5-5cd7-48a1-bc6d-ff8bc31c4644 · outbound

This paper cites Li et al.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Li et al

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:28.394172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.799569Z digest=sha256:d7e5a9ee6293ef736d01f169cc157b82b209f4046c5961d4a35a93003e2e92f1

Observation 33ce4fee-f8e5-4c31-aa88-2b458dcc1e6b · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 927de6b3-5837-468e-b77d-1529b9af0641 · outbound

This paper cites Urban Region Embedding via Multi-View Contrastive Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Urban Region Embedding via Multi-View Contrastive Prediction

Reference 20

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verified exact
local_arxiv, observed 2026-08-15T20:55:27.817469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 64d312e0-a90b-42c9-bada-a0d9fae8ee82 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-15T20:55:26.814444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.814444Z digest=sha256:80a7b376ab1fdbb543a0c47cdfa0b6930b56e553b20cae6c487df654b72135b3

Observation 0d9b4798-5ab3-4085-9203-524a699dd2bf · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 22

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raw_fallback, observed 2026-08-15T20:55:28.378074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 728799ba-39aa-4f83-b71a-a8b231763fff · outbound

This paper cites GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks

Reference 23

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verified exact
local_arxiv, observed 2026-08-15T20:55:27.722661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.823296Z digest=sha256:41b6f7a5039576e1efef1d4470e916697f3b0d7899da9771c31492a6f4dc73b3

Observation f0405c5f-dbb3-4441-a67b-b451386c0df9 · outbound

This paper cites Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework

Reference 24

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verified exact
local_arxiv, observed 2026-08-15T20:55:27.698986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9fbeadf1-a539-4e6c-b047-9a5e7404aaf3 · outbound

This paper cites Spatial-Temporal Large Language Model for Traffic Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Spatial-Temporal Large Language Model for Traffic Prediction

Reference 26

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no resolver link, observed 2026-08-15T20:55:26.838076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.838076Z digest=sha256:6893fd8f31087a22df57c0834232c5f846882b6bef14dd54296d77c340317ae8

Observation cf3bd781-e7e3-4347-ab0b-ca9f9648c434 · outbound

This paper cites How Can Large Language Models Understand Spatial-Temporal Data?.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models How Can Large Language Models Understand Spatial-Temporal Data?

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2dc02697-5855-429a-a4ac-811a6b6ba40f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-15T20:55:28.362857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c3fedeec-66c3-4221-9881-1a701617bb45 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-15T20:55:28.347573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3c4f0810-f445-416f-8157-3066bbb1dc50 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-15T20:55:28.332303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bf66cc06-904d-46b5-9de2-40cd6eb619d9 · outbound

This paper cites Nontrivial Quantum Geometry and the Strength of Electron-Phonon Coupling.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Nontrivial Quantum Geometry and the Strength of Electron-Phonon Coupling

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.866056Z digest=sha256:73301d720b0eb4c587a52beb4af178d7b350ced0f9a504a4778c2f333a496d3e

Observation c180cefa-5ac2-43f5-a772-851ad1729a13 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-15T20:55:28.316178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dbf32523-f012-4427-996e-cca303e9c140 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-15T20:55:26.901234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.901234Z digest=sha256:cdddb4575012c1697806461e5806135ceb9447aa6ca46192c42d84d5cb5e3523

Observation 0752a658-5489-4a24-8dd9-4e06bbca4ef9 · outbound

This paper cites TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.885399Z digest=sha256:d159d03f4c9eb027a372cfa9517e856df6ecf14420ef9a96fd19daf40044a122

Observation 58225b0e-3d1d-452e-a8dc-e49c453db9ad · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-15T20:55:26.890938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.890938Z digest=sha256:9a1dfe3db0ec521d6674856b5e8442376992c3319992a8b8cf71ed1ea721d6e5

Observation 60610b60-7f4d-4bc4-acbb-c482c04db98f · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.915486Z digest=sha256:d5fdd5895d0ffcd7bd62eccabb82ba9ebcdcc0d5c0753e71591fcb905a624eba

Observation 92f66a39-3f90-4a3e-b784-90197d711f53 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 365d0e5f-079e-4b1c-90ca-5370345dae00 · outbound

This paper cites Learning to (Learn at Test Time).

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Learning to (Learn at Test Time)

Reference 41

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no resolver link, observed 2026-08-15T20:55:26.905858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8ee8d60b-56eb-4c71-891a-f44af7e14fa8 · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 42

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Observation f57c616b-e194-489c-b8f1-815aeb3f25b3 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 43

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Observation c18cb743-87f9-49f1-8432-879c04a80796 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 44

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Observation e7d7adec-b147-4f10-8060-6c8437439a5a · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 45

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Observation 338939bd-ca18-4465-b7c3-b151bb001c7a · outbound

This paper cites UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction

Reference 46

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9f17fa0b-ef8d-4a86-98b3-24829349c219 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 47

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Observation 639b6115-7763-40ac-adfd-daa64f03a3d0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2b17adbf-1dd1-4afd-af5e-5b7ea0333b2d · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 49

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Observation aa0b9f59-53b6-4427-a322-d36e88bded31 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 50

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2db9ffba-bbd3-4833-9bde-6dcd1c408f01 · outbound

This paper cites UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction

Reference 51

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source=pdf_text observed=2026-08-15T20:55:26.955063Z digest=sha256:b4456ec77ba92494681aae0401b932e4780df5ae5c68faef8cf3b050413f8ef0

Observation 697aded6-f7b2-4e62-a31e-038e1a463911 · outbound

This paper cites ChatTraffic: Text-to-Traffic Generation via Diffusion Model.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models ChatTraffic: Text-to-Traffic Generation via Diffusion Model

Reference 52

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local_arxiv, observed 2026-08-15T20:55:27.495078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c8a540bb-1eca-4661-afe5-acf09abf9270 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-15T20:55:26.996431Z digest=sha256:50dbe52c98d69ef6084302ca8edc4b82e6e981982548782677b93bc6ac079287

Observation e633856f-2a47-48f0-9e5d-ae50fa02a286 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 54

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 16255aaf-a583-4937-8fc7-b7ec2494e6e0 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 55

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 022cb705-1913-47bf-8ff6-904b1c0643ee · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 56

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dce20fc6-5e27-445c-b383-4cbb9b87ec63 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 57

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 21adaf81-0de2-4709-b42d-a413963c5ced · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-15T20:55:27.026764Z digest=sha256:fbc2202ba53e1393c6d36767e1789330f9b10521218aed89098f30a91f741b5b

Observation 7c28f445-7eda-4dd5-83f5-d15196009fed · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 59

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cd87c2d2-0fd2-48a9-899b-fa2fee77e80b · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 60

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:27.001518Z digest=sha256:bbbcabf7e5808efc9c48e02e1b91dc94c3242feb09f9d9a961cd9dc32f36920b

Observation 0698b005-4b9a-4411-a82d-de59214392ec · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 63

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a7e28671-8348-409f-8c4a-1cea79bf6920 · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-15T20:55:27.022265Z digest=sha256:6fbf19c8d7760fbf4579ecf2281be6acb62a6cf4e91f0af43313a43c52ff296d

Observation 2c6fd7b2-1e4b-4935-9d9b-8cce723f33dd · outbound

This paper cites an unresolved cited work.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models Unresolved cited work

Reference 1479

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:26.991839Z digest=sha256:e5558cd41f3b52ed2fbfdf63f6ab9b0333f8310fa500efa77b5553afa7ecf0af

Observation 62e8a85d-561c-4352-b59d-661d40b42b0f · outbound

This paper cites In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25

Reference 2018

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source=pdf_text observed=2026-08-15T20:55:26.896187Z digest=sha256:fee6d88152f6a37dec1c20e509a1f1244c49ec6c1bb7de117a9fd50dd14f9f3c

Observation 3d3550d0-ba68-4583-bda6-a8ecb903844e · outbound

This paper cites In 2021 IEEE International Co10.1016/j.knosys.2023.110591nference on Data Mining (ICDM).

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In 2021 IEEE International Co10.1016/j.knosys.2023.110591nference on Data Mining (ICDM)

Reference 2021

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:27.011672Z digest=sha256:24249eb7a03a83501110f42201845c1f93927d08e1752e8903ed01de6a0dfc6a

Observation 5011569d-5f80-4c6e-816b-dccff09b025a · outbound

This paper cites In Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems.

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models In Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems

Reference 2024

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raw_fallback, observed 2026-08-15T20:55:28.426734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T20:55:26.769166Z digest=sha256:0ca30da44e5e34770064ad95e36632a3d5c0dba045d3a8cb05997a0c0197ed9c

Pith citing papers

Observation 2739db2b-942a-43b2-a977-fd6d3b6b28ce · inbound

CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs cites this paper.

CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models

Reference 25

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local_arxiv, observed 2026-08-07T14:33:12.902124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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