Pith. sign in

Paper Citation Record · LEDGER

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance

As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2602.16726.

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

pith.paper-citation-record.v1
2602.16726 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:50:40.976905Z

measured 43 of 43 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2ed0acb-b0b4-4684-9957-1bcb0e828053 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.008450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.008450Z digest=sha256:df74935fced95b14152a0cecfb24ccc94d60ba213360ffbf4a2a974cfc36511e

Observation c55ff16d-0b03-43b3-ae07-3fcebfc1b4ae · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.129392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.129392Z digest=sha256:3aa54292ad476dee2e253487278b7f00cf7580c0357bdc6c8b82fa2f6ccaed3c

Observation eca06f75-b497-4d47-84d6-3d1d5742bce4 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.323194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.323194Z digest=sha256:c26cf218c44ed7f643008d3f004f93f3a7fb8470045d8ba482907387bdc81e7f

Observation 15a23902-cd09-4f0f-98af-5585f081d552 · outbound

This paper cites Census Bureau.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Census Bureau

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.570333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.570333Z digest=sha256:5e5194f2eef27bf17ba842318f977a0d76d3ac166cb04af5a7dc7c32e74b0a4a

Observation e1750092-f05d-4c90-8326-f1b8f6ed6b16 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.702662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.702662Z digest=sha256:41466bc9951a2ab446d979dfb14e1126793ebaba4f074752feb586cca9aaa4f1

Observation c08d48d1-1519-4de1-8ecd-2c60b42f346e · outbound

This paper cites CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:35.880376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:35.880376Z digest=sha256:4c50f1994fd019aeb89491c875e3ad6a0ebe5505941318f31945b37f675a3d5f

Observation f7017854-3b4b-4a9a-b06f-438e3fe17761 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.030869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.030869Z digest=sha256:8c5323d903e6b10006d62fe3bbc8f8e1df4b352acf85aec8efeac4fb2f1546cf

Observation 759fbc9d-fcd2-4cea-a5df-aca8df097ebc · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.140546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.140546Z digest=sha256:7fd023b8398eb9a83bd6a9466217c946bd39beb92af80f58a50b542fa25cb643

Observation ecabc05e-3d67-4c8a-bb9c-706676be84e6 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.253028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.253028Z digest=sha256:bdb1e978b7d345a380f8f37003535b2de25c4474989a00e4047f6e159d46fc50

Observation 83a6c736-bde9-4000-b90c-c7bd567d6594 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.334551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.334551Z digest=sha256:0e9e655bb563d3c1bcae91af0fe09d5cbdf6264862962cd8eb00aa8e3c9a9840

Observation 845592d7-4766-4b87-b8cc-1f06d917afa5 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.421856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.421856Z digest=sha256:e3e344a50c3f1a3f099eebf3032ca4bf849366001368bf6b7eef592c669fbc42

Observation 0e8a1754-af48-41bf-be49-61af7d2a3080 · outbound

This paper cites MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.495156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.495156Z digest=sha256:c9105d9b2684526b440ecd2a424ceb2849f31ec3a43d31422c7d169368a40ab2

Observation 652122cd-3d23-4bff-b759-3e1f51249232 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.600125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.600125Z digest=sha256:6e080bcf3e9267ddac4d52a6c2e20610ed125f88192da0cc2b6b5a20a829bf96

Observation b51ac9b4-38f6-47be-b205-ced5a9c9791b · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.683486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.683486Z digest=sha256:26cd0400b78dd973012c25f269c251f20b036d3e4b0404a431491f5b8faa5345

Observation ed85f134-6873-4c86-8241-bbbd0ef073a3 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.857070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.857070Z digest=sha256:cabdc530de72e70c5febe360b66743045ffc4a6672912c274cb89b3400dfdf2b

Observation 34f73013-9000-4c6f-b683-defa6737e326 · outbound

This paper cites Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:36.959313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:36.959313Z digest=sha256:4d52f5c981cdfcebba7172e069c2dde86df14b6eeb102c4bd6e29c1a1373340a

Observation f70d910a-f572-4dde-bb91-410a07438ca2 · outbound

This paper cites Human Mobility Modeling with Household Coordination Activities under Limited Information via Retrieval-Augmented LLMs.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Human Mobility Modeling with Household Coordination Activities under Limited Information via Retrieval-Augmented LLMs

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.047262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.047262Z digest=sha256:e60f247cc2eb5732131ad3024da63654d29fd9335a4194e66b569dbfd942f19b

Observation 44f9e359-ab3d-4e86-aa54-99093ce59df0 · outbound

This paper cites From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.195172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.195172Z digest=sha256:845a9ad8098632c0d908c2ee388b9a1e5fd10e1260111875e824787f7e9d234b

Observation fe728a42-aa2c-4219-b889-baf3feddcf14 · outbound

This paper cites Multi-Agent Reinforcement Learning for Dynamic Mobility Resource Allocation with Hierarchical Adaptive Grouping.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Multi-Agent Reinforcement Learning for Dynamic Mobility Resource Allocation with Hierarchical Adaptive Grouping

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.336029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.336029Z digest=sha256:7974944e433d3835fd3444f41f5df5d85e0505abc8c693b5fd35e92550d7383b

Observation b6aeca38-0e8a-4e13-ae39-791ccdb940e6 · outbound

This paper cites Department of Transportation.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Department of Transportation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.492859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.492859Z digest=sha256:29dd58fcd55b51df794219d982f35b2d7bd570287ecf504543f5fa706a561fcc

Observation 463b8dcd-4692-4cfc-93a6-697e0866af15 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.631583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.631583Z digest=sha256:84c9ded72843cc269361af00fd941a9f51256f383797a9fb8baaf6e7c4b11ed6

Observation fbcbedf7-1a57-4c93-b077-f2291e7bee79 · outbound

This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.793583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.793583Z digest=sha256:185c26303e4158d787d15567858e8e68c92b34e8a2de540df4b971444c273bca

Observation d12ba4a7-21ac-4f30-a905-6518e142634d · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:37.935062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:37.935062Z digest=sha256:995219691377b1815db278f8787eca2928bad1dd71f540ec7bb2f94fa953aa9f

Observation 4631fb82-c4bb-4326-868e-de741834af0f · outbound

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

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.064759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.064759Z digest=sha256:2311ba2c414dbf8b883ed847f7786740184cc386fb7902b37dd419c4f90ebc24

Observation f5ecf5dc-5597-4f90-b5f8-a75f80d7feea · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.171179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.171179Z digest=sha256:c71c756183ea88982344438fbb389138947f2aa5ce7b8bd2943b386ef20f0f2c

Observation f6e1b344-2f2f-4c5b-947f-32dadb832f55 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.450077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.450077Z digest=sha256:ed34807f6013f33b9da6c64de55c9bc942bbb199cf6b679b031f892875c9f0a1

Observation 479a523d-6c11-475d-99a3-01470a8772b9 · outbound

This paper cites Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.572154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.572154Z digest=sha256:acb1c3a3465a6578a47cbc2e0c8dcf1687679c9a9df8cdc943382933e2365ac2

Observation 10b4ec49-c493-4d9d-b0dd-12f729f071ec · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.708633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.708633Z digest=sha256:34ab6138989a417fb5d8d429283fd593e518f88bac0a9c7365ff03e3a7a56758

Observation 97f5fbe7-874d-453f-9e63-94c8e5d41981 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.852142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.852142Z digest=sha256:639ffb0c0c0e8409bc0842107b1b2d6cdc0534eab0f737c3039bb6cf382a5c6a

Observation f6fa140d-42e4-427b-8290-380dd9ed2a73 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.968684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.968684Z digest=sha256:17d39b138a19ba8c0496ad05310e26105b1e907b9e994463bf77ea11d1ffc91c

Observation 516a1c59-801a-46a9-abf4-0795ae132c54 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:39.103184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:39.103184Z digest=sha256:017ba561baa54378c69f7af4c9be587615db001e95cc5b7244dbd2f0bfbd24ec

Observation 47c0a8d3-85e4-4af9-afdc-2439c0831e64 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:39.294365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:39.294365Z digest=sha256:979ba1e0f204f2184f043855deb413ca0c67db754e02428f1d452660e699df6c

Observation bd732889-a0ee-43c5-aa2f-dbd1b59dd23d · outbound

This paper cites PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:39.511390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:39.511390Z digest=sha256:4b5719777195fc4310f7a4f3051889465af63aa2040fa6394154a7cb17624b0a

Observation 9bf5f81b-6465-4c38-bfad-320a1c609d47 · outbound

This paper cites MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:39.712572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:39.712572Z digest=sha256:ca46b86cfa96266ec44450f6a716c10e974f84aec9b4fe83814812b50025f3d4

Observation 05e02d86-d29b-456f-aa67-ed56c0101623 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:39.923131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:39.923131Z digest=sha256:e5cb172d10b7d3d2cd7f29082c6e87fe6f71330818616aaef430b3cc77aa389a

Observation 1552d33d-ef9d-4cb1-9006-d27921851e7d · outbound

This paper cites StraGo: Harnessing Strategic Guidance for Prompt Optimization.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance StraGo: Harnessing Strategic Guidance for Prompt Optimization

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.112705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.112705Z digest=sha256:ad916237272ae1d5ac96ec0665a75d840b0c410213abf2823189eb4c3b612276

Observation 946c41c7-fa21-4150-9212-f61920a03b84 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.267181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.267181Z digest=sha256:26c20d15f1eb9f54335c62c1465fd25dd7ec54dce6acda169a56fa0c6c9dc730

Observation 902204dc-c29d-4de0-9150-132a9165a088 · outbound

This paper cites AMPO: Automatic Multi-Branched Prompt Optimization.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance AMPO: Automatic Multi-Branched Prompt Optimization

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.398577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.398577Z digest=sha256:06cba34d7674232add0e15fe115be61de103465e857ae7c0b5277097ee6dc828

Observation e612b324-0bea-46b6-a876-09d2a6180dea · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.525921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.525921Z digest=sha256:11de9ed3ee5b55958937ce50d0082a20c770c70bd2211138e6c59b0e6c15f51e

Observation 641eacc4-8e1f-4ea7-9ecf-491d4801dc2d · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.663417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.663417Z digest=sha256:2c6c5a2a9acdeed4345946faf99d2df74d7774fe2eac0c6bb856da4c5255d51f

Observation 878fb0cd-5df0-45f0-a2eb-7fe3c126b004 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.870790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.870790Z digest=sha256:8ec8f1ee98ebb704d66b2033cbd3c3695b067790547abd94eb65196d68e7c987

Observation 3de3040a-2f69-4212-90d9-af7bf50ee173 · outbound

This paper cites an unresolved cited work.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:40.976905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:40.976905Z digest=sha256:331845111a8403412140899cd03ec866ad5a45e055c86b562c73f9a6accc2ce6

Observation 083db372-1bdb-48f9-a959-bab647d81ee8 · outbound

This paper cites Advances in Neural Information Processing Systems37 (2024), 99646–99685.

Bridging Individual and Collective Realism in LLM-Based Human Mobility Simulation via Mobility Scaling-Law Guidance Advances in Neural Information Processing Systems37 (2024), 99646–99685

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T22:50:38.315390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:50:38.315390Z digest=sha256:a8f832ca7bf19442e7be8cda22147ef82bf422e068aa652990b6c284dd85f928

Pith citing papers

No inbound Pith citation observations are available.