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Paper Citation Record · LEDGER

A Universal Model for Human Mobility Prediction

As of 16 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 2 inbound Pith citation observations for arXiv:2412.15294.

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

pith.paper-citation-record.v1
2412.15294 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:07:02.450850Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:07:25.915214Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T16:18:39.318731Z

Reference resolution

69 of 69 outbound references displayed

  • verified exact3
  • verified fuzzy3
  • unresolved63
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61669fd2-b755-4756-b7b2-2e3195d2f9e0 · outbound

This paper cites GPT-4 Technical Report.

A Universal Model for Human Mobility Prediction GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.144169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 291910d0-c2c0-454c-9af3-6138429a9140 · outbound

This paper cites Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models.

A Universal Model for Human Mobility Prediction Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.150317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.150317Z digest=sha256:28ad32a042a6963f5b87fa80f8ce793a7d9e2371741223a70a0bf309a2f34324

Observation 8c26c7e6-f14d-4fd9-acd1-cfaf839b0a3a · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.602133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.155979Z digest=sha256:9b1bbb30e2875dec258a21b972ed99cffa7f9683612c424cd5b6c3581a756504

Observation f483a06c-b537-484a-baf7-eadad57abf10 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.162001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.162001Z digest=sha256:a03947e68a6f6e257a30a3bfcc2d497d6e6c2df05c7e7779d4fee5bc019e9dca

Observation 85d8b4b7-e69a-45a0-8a6a-3609950b9e36 · outbound

This paper cites Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion.

A Universal Model for Human Mobility Prediction Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:07:02.787765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.166556Z digest=sha256:e73f15cf4cb261c8150ba5a337517c003a95895b949c6632f51cd6e55b03ad57

Observation c3008e79-f85d-4cf7-b282-ecf0f5bd36cf · outbound

This paper cites Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility.

A Universal Model for Human Mobility Prediction Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:07:02.761790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.171231Z digest=sha256:aafeddcca34ed40ec72b94dec916da2900dd0b566a1ac203962df130d8496e1c

Observation c00ae810-e468-4227-a532-c2be5dc4bc08 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.577101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.176727Z digest=sha256:daadedb99a5c409a441caf949a1ff34ae30dde501108971b86174b764c1f3c6f

Observation e5494dbf-64bb-4af1-97fb-3c783a5a2215 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.561703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.180676Z digest=sha256:8eb5188e0174be4127aff9b6ea180108bb059239bcf1244504051d699dd506f5

Observation 88774c32-8640-4b79-8185-507284b69071 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.548900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.184582Z digest=sha256:23687a9cf50cc77682071449ee476bb4c0476075b22774afac363f37b7106c55

Observation 518e6833-1d47-4fac-9daa-c74ed18ac8e2 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.535528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.189685Z digest=sha256:4d80f53c6051fdea32b17f857a3e12f7c5398587393ce377c8621d6e31aca0b6

Observation 7be272f8-0394-4bcc-abf7-5a150df5515b · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.519884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.194002Z digest=sha256:0825e55ebe03d0395b58e7a649e4f1d0ff3c36bdded39141bc964f8fff626828

Observation a2e0808b-02c4-47bc-a3c1-b9ce09e6148e · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.199297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.199297Z digest=sha256:142067982e89722a4a2fad55846c0b5474da84e9c8b65518fc439e2c38503a10

Observation af97f92f-161b-4146-b9ca-cfbb4e8032e4 · outbound

This paper cites AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.

A Universal Model for Human Mobility Prediction AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.202945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.202945Z digest=sha256:33639987be54ca42507e28828bd248015528cc597017d7f7a811918c37f2e78e

Observation 480f9114-177e-46c4-b2e1-3114c83be80f · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.507307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d92ac750-5398-4581-b8ba-4f1acdc4b74f · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.210723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.210723Z digest=sha256:16def2ec93b4cc9d7d612d1089259941100b9cb25d0c8204d36496693d6df4ce

Observation d4225602-6cb4-4177-b095-4a30554f9c44 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.214543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.214543Z digest=sha256:60d120737a88c9a049f1edac00e3ecc271b793746f09aff600e27e3cb2b5d996

Observation 7e52dbf0-d4a6-47e7-ae62-7376a1ffa854 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.459719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e33b39d9-85ea-41da-bc9c-d255d97a7d7c · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.448439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7f976f53-3765-4b91-a220-e0848dba8f51 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.234570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.234570Z digest=sha256:6948ff276164b2eab62b3cc797fca535f4c0dac824dee76cb03584fd90c2116c

Observation 90cdda50-465f-450d-9916-4cac7f3021d3 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.425647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e058f35f-d870-4eb0-a1b5-0c6588f064df · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.413156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 30faf87a-fc37-4d3b-b47d-d51c1dd22b9f · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.399535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 9b237cd0-1c13-4224-a4a1-d110cd993073 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.382461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.252869Z digest=sha256:72425cee9216f821e8a701d6f27dfd7e96a9a7e21d5a05b2b9b134a519c001dd

Observation 37ee3e54-3acb-48dc-b6b2-a17a22fe9f26 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.368829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f9b3ff13-735a-4166-9be2-09c4268fcd06 · outbound

This paper cites Regular Time-series Generation using SGM.

A Universal Model for Human Mobility Prediction Regular Time-series Generation using SGM

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.261318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.261318Z digest=sha256:d93fc39780f18009d64bf99d183054642f0476d9c111ec89ad3c25a4e78e27c6

Observation a1f9ccec-fefb-4351-9ecf-3c7db68a1785 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.354512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.265630Z digest=sha256:c9df7607b561238f03b5066cc7aa2bfdb6c670b7b5142a0ed9f3f006b387ae84

Observation 2048894e-244f-4b5d-98c4-b4767a97d5e2 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.340503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1d4dfcb2-b633-434b-9c79-408016c9bf84 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.326252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d01a813e-d32c-46bc-81e7-bd0304dc7bc4 · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

A Universal Model for Human Mobility Prediction Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.276480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.276480Z digest=sha256:cbd0a47ae409160d8b0140d7ce90b5125141ef377d26acb5f9c3d76c4db4c9ee

Observation 9855d06c-adf0-4b60-94cb-1cd76200cade · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.280394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.280394Z digest=sha256:51286804159259e053a7568f71715a83a60038225bd2532ac23aeeb14ec31d8d

Observation a7822bbc-1fc3-482a-9383-9270c4da3b69 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.304434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 911d393a-355f-49ee-b1bd-95d8318225bb · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.287340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.287340Z digest=sha256:b9bf8d9d113dfe2dfa0756aae4ad14b2ea6c7c651d815a176f3d47249a22d3ba

Observation f2ee741f-ddfe-4627-ae45-b8a497c30ad8 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.281629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 852fe0e4-f1f4-4d01-89a8-29bcea98f0a5 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

A Universal Model for Human Mobility Prediction Representation Learning with Contrastive Predictive Coding

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.294818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.294818Z digest=sha256:cabe5bb638b5f8715a730b4cb440200be555971bec6c5463f337a7cb1157af35

Observation 5c965e7d-25a3-462c-817e-2c0722afdd10 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.267190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.299138Z digest=sha256:c78bbda2eb3d769e74f4981f928b84518d84cb1a39c3699e3bcb0bde5197c362

Observation 1cb3bf28-529b-4776-80f9-7f98d11f3dbf · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.252757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3879c680-df87-4197-83db-04752e7c2133 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.239463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.308251Z digest=sha256:7f5602223ea1428bb32cbbd7558f84e89e421ee4bdd96346ce364726603ec022

Observation 7ba07d35-f39e-4dec-bde3-c55cbf59adc2 · outbound

This paper cites Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs.

A Universal Model for Human Mobility Prediction Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.313168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.313168Z digest=sha256:fe8faa10f7e4edd846304fbb9c5dae719c916d663d673c94d6d2b1c204395366

Observation a2909ff7-8329-41dd-8e9e-91f47d7d862d · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.225953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.317963Z digest=sha256:a0547d32235be4ff95a91b0961772c14258718cdc423d2c08baec74a9c5e62a5

Observation fbda5a1a-303d-4ccf-b3b3-f2e501e29abb · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.211924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.322914Z digest=sha256:828b8be9092f5355f9e6ee0048e9a7b56876bf953bacbd233b01ff04cb9b0c7a

Observation c88cc882-7c2a-4c38-881c-5a99d3c63fc9 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.334672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.334672Z digest=sha256:a56cd18f9436bcaa13128b1b8ef4e74e6c72c14ac3f82da358b71494de8d8e1b

Observation 432f9567-1c24-4880-81e7-f16e696fd9df · outbound

This paper cites Nature 484, 7392 (2012), 96–100.

A Universal Model for Human Mobility Prediction Nature 484, 7392 (2012), 96–100

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:07:03.199598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.328903Z digest=sha256:8a97c602e61830e2a9a33a85567eb5292031765ea1f584066577e39241c0a8d9

Observation 677619cc-2ffc-4253-bbd3-1c6854524e1a · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.172509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.348335Z digest=sha256:0d72981b4e107d869efa85822c8b8f543309e41c3629e74d3ee52e7aaaa597d5

Observation 1ce97a03-0c74-4cb5-8a2a-a56e08d211a2 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.146750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.357075Z digest=sha256:d6b0e498a5729a8ab07061af24c4a7a2d1f571de60598c5885b86e8a0049017e

Observation af56f737-9633-4b2c-a1f6-9c8a6358c45f · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

A Universal Model for Human Mobility Prediction Score-Based Generative Modeling through Stochastic Differential Equations

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.343847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.343847Z digest=sha256:8347cc539d739cea571fb01b0d089463e7d939efab88d42bcdf49dbb8411cb2f

Observation 17d464e0-5f59-4dc2-9b62-249f75b76c69 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.129386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.365527Z digest=sha256:0e0ce24e3b9f38f56af2b7042088029dbb314f2d7bb53cc191d0cfdc96b10fe3

Observation 6cd76219-bcd7-4e72-8fe4-28ab8c9054d0 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.371247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.371247Z digest=sha256:63f9b6ee0a4cf3dd49b0c17f44bd1c509c3109894cf85ac277c08f1117b70ca6

Observation 725ac5fa-a1c5-42b7-b355-c6cc9d29bebc · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.106322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.376947Z digest=sha256:1d3172631ee2d32a41518701e93aaea0ae94ae1e39d70af7a4f4fdc09dc69847

Observation ecd34b06-bf6f-4fdc-a154-0cb0b1969f0c · outbound

This paper cites Where Would I Go Next? Large Language Models as Human Mobility Predictors.

A Universal Model for Human Mobility Prediction Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.361204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.361204Z digest=sha256:7dde52650e60d36e1adea8280f1c6e585d08d33e8e2da0ca939fa6eca94969d4

Observation 4d0048ca-9389-4199-be92-5d832b2994e3 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.079734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.386885Z digest=sha256:ae5329a937b8976d9e4b2acd0a4502bef2695c6d66cabe07bab75af3ef4452a3

Observation aa8e719c-56cb-42d2-9c6b-ea58ee6f4968 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.065932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.391149Z digest=sha256:e3cd60761b7a1b9daffa2959b8a2730c4a3f96152419070d083e31dbd4a4036f

Observation 8451e8c0-82f4-4957-ac7a-d01c286f9c4e · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.051174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.395399Z digest=sha256:cc5a5bd6783c3d2c71853907702d170cd23df3134ca89499c7e96974803374f7

Observation 675f1109-0c34-4b3a-a5fe-bb800d9ab693 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.093121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.381955Z digest=sha256:ed6029566f3faf8095f2f16604931bd0c6edf941033ac15727e0aaa10db8267d

Observation 7379b62a-c2b7-4149-8e75-0bff624d9ad3 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.025030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.404665Z digest=sha256:65573138290e5d718e0881c55e3be12d63f3325b0b3f4fd392055acb6d5d585b

Observation f5ce28af-e6f7-43bb-ae8e-264267d95673 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.004804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.408503Z digest=sha256:f7508a54d693c2a1153121292dcdb708c54930f2b50ed7e45a900b7117d69b3e

Observation 9102388f-3425-4086-92d0-b8b53a558dde · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.988483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.412858Z digest=sha256:928fc20497fff50870177f7730e633c723aa4eddbf51593d45f4b9563dfd1dc0

Observation 07743bd8-792b-4b0f-9ccd-cb2a27da79dc · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:03.038285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.399897Z digest=sha256:3ca06291d792d6e5228856700dc8235832c2c28d39fc2e7396c0d1bab246b47c

Observation 8d542b98-bae5-4775-b86f-ccdf3b7c7969 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.422030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.422030Z digest=sha256:03455d1ce971fdf7988a266a0cd31779a1f2186720a1097c7ac54a5cca45857b

Observation 98e5c195-9245-450f-804d-f1c521c6a525 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.960294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.425938Z digest=sha256:5062d5f7bf43a5b38c8b0eaf4e428a43a1bf901385fa1040e7d01185b40f629a

Observation 15d30f41-4384-45ea-a141-6a911d6f2b32 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.939393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.429581Z digest=sha256:b63bc99be94057ca3e6d5299ccc16dd649a206288a43a5df03bd2f76bf762d6d

Observation 0344ccec-9d38-429d-948d-ab9b1130166a · outbound

This paper cites CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control.

A Universal Model for Human Mobility Prediction CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.416850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.416850Z digest=sha256:bc521534f8257cec3d7f8f44495c12fad5ac7966455f44a8d875bbec0cda570b

Observation f1845079-f3bb-4281-9de2-f2d1b5bb9848 · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.905931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.436937Z digest=sha256:7c4682631b53dec8f657fdab4140a2520736b2e1c1f8bdd7745cbb678c9de4de

Observation 1062dd77-98b9-4bd6-bad5-f0630aeb183a · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.873671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.440505Z digest=sha256:a96aafd64781f4a2684dc5f4b2f71efa43b9816fb6221aae3776e4ef2e302505

Observation 014739d6-42e6-445f-8664-f945ac5a9352 · outbound

This paper cites ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model.

A Universal Model for Human Mobility Prediction ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:07:02.502756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.445939Z digest=sha256:3416d41f82dc83c5f3f7f16bcac7d59ac368b12efcfae9286ef7b416d4a56bdb

Observation 8e9ee043-c54e-428b-9c07-a732940426ff · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.921383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.433352Z digest=sha256:655f7cc950d4b8ab198ac10a0b663ef2cd7bb8a054f609b7df28bda203272fcd

Observation 7c5b2f8f-8e2d-4a53-9664-94bbfb87306e · outbound

This paper cites an unresolved cited work.

A Universal Model for Human Mobility Prediction Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:07:02.851208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.450850Z digest=sha256:6e53539b08345e1d2d7bcb7b3340c1a2e10a2d47006fdccd664e5b1cfad5d0ae

Observation 5e0b71c1-c1fd-438a-bfe8-5d51cf0c60bc · outbound

This paper cites In Proceedings of the first workshop on measurement, privacy, and mobility.

A Universal Model for Human Mobility Prediction In Proceedings of the first workshop on measurement, privacy, and mobility

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:07:03.472776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.218715Z digest=sha256:393b257a5f0561e0fcb71530fd5ec04095009e7e833e89a4cff24d67d8a6199b

Observation 4b8c1b81-a8e9-48e0-b951-387b27984f23 · outbound

This paper cites In International Conference on Machine Learning.

A Universal Model for Human Mobility Prediction In International Conference on Machine Learning

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-11T12:07:02.340011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:07:02.340011Z digest=sha256:9db45982a18787a39c319deba3ad2beac99c409067ad86855320ea3ec8a00c18

Observation f0670d28-3869-4681-8890-48e9dd6cf542 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering 34, 5 (2020), 2348–2359.

A Universal Model for Human Mobility Prediction IEEE Transactions on Knowledge and Data Engineering 34, 5 (2020), 2348–2359

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:07:03.159967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T12:07:02.352756Z digest=sha256:066a865c48121939d71fb1ba8fb3500e9e214b199cb5b0b7fbce8a10c0e86a6c

Pith citing papers

Observation f9805c63-d69d-48c8-917b-f8b0ec89a494 · inbound

Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors cites this paper.

Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors A Universal Model for Human Mobility Prediction

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T21:07:25.915214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:07:25.915214Z digest=sha256:9ce56eb421b75eadeb48353caae85af28138518dfd85f82d5abc01e3e12bed9d

Observation fa776d15-0be4-4cfc-b59f-6c010dc5eacd · inbound

One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion cites this paper.

One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion A Universal Model for Human Mobility Prediction

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:18:39.393482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T16:18:38.557574Z digest=sha256:622ccf3baa139ad9bae6733a542ba9d782f0e5c03ca182cd68d65abf1efd6098