Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:52:25.446679Z
Paper Citation Record · LEDGER
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding
As of 16 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2506.23219.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T06:58:39.117228Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T07:26:45.809288Z
Reference resolution
66 of 66 outbound references displayed
- verified exact1
- verified fuzzy35
- unresolved28
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a66870f0-4af1-4c6e-b323-672ffb45e0fd · outbound
This paper cites LAMP: A Language Model on the Map.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding LAMP: A Language Model on the Map
Reference 1
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69493768-4882-459e-b673-245ff3654219 · outbound
This paper cites City foundation models for learning general purpose rep- resentations from openstreetmap.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding City foundation models for learning general purpose rep- resentations from openstreetmap
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:34.883775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 983a5a70-1d8b-48e3-99a8-3f7c8161bcbc · outbound
This paper cites Street view imagery in urban analytics and gis: A review.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Street view imagery in urban analytics and gis: A review
Reference 3
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 10e1defb-e8da-4ac3-88bc-9edc797d602c · outbound
This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
Reference 4
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfce9a89-df1e-437e-b8b9-a9c1ed8543ae · outbound
This paper cites Touchdown: Natural language naviga- tion and spatial reasoning in visual street environments.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Touchdown: Natural language naviga- tion and spatial reasoning in visual street environments
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:34.487883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c0282037-4302-4a00-acf3-f66c822daa7d · outbound
This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding ShareGPT4V: Improving Large Multi-Modal Models with Better Captions
Reference 6
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5b2046a-852f-4c85-b199-852e4af903d3 · outbound
This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Reference 7
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44fc0a9b-b231-4285-8142-b90368f7e855 · outbound
This paper cites Internvl: Scaling up vision founda- tion models and aligning for generic visual-linguistic tasks.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Internvl: Scaling up vision founda- tion models and aligning for generic visual-linguistic tasks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:34.338270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ca1bd479-40fe-484f-a892-1beea35e5999 · outbound
This paper cites SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models
Reference 9
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5635dfc-a5bd-429a-a4ca-67bd4b671ad8 · outbound
This paper cites Understanding world or predict- ing future? a comprehensive survey of world models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Understanding world or predict- ing future? a comprehensive survey of world models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:52:20.691552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8f69a58-ccc7-48f3-94c7-4d997701a538 · outbound
This paper cites Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
Reference 11
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b09e2d68-1545-4e28-b366-9000934f1574 · outbound
This paper cites How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
Reference 12
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33b27999-3ad1-4f5a-ad15-fbb09880377a · outbound
This paper cites Vlmevalkit: An open- source toolkit for evaluating large multi-modality models,.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Vlmevalkit: An open- source toolkit for evaluating large multi-modality models,
Reference 13
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b813eca-e9b5-4467-99db-6e324c9003b4 · outbound
This paper cites Urban visual intelligence: Uncovering hidden city pro- files with street view images.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Urban visual intelligence: Uncovering hidden city pro- files with street view images
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:34.158394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d719cf63-a281-4dc5-b9a6-fbf82669f95c · outbound
This paper cites Agent- move: A large language model based agentic framework for zero-shot next location prediction.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Agent- move: A large language model based agentic framework for zero-shot next location prediction
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:34.016597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5ab581ac-0389-4ed1-a2ef-94ca7df1bca1 · outbound
This paper cites Citygpt: Empowering urban spatial cognition of large language models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Citygpt: Empowering urban spatial cognition of large language models
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a030dcfb-3b62-4f79-8cd5-b941de0a9c60 · outbound
This paper cites A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science
Reference 17
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50e01ba8-4998-46e5-b4d7-22fb6e6410dc · outbound
This paper cites City- bench: Evaluating the capabilities of large language models for urban tasks.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding City- bench: Evaluating the capabilities of large language models for urban tasks
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc817789-0086-487f-a05f-52dacc81f7ab · outbound
This paper cites Imagebind: One embedding space to bind them all.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Imagebind: One embedding space to bind them all
Reference 19
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f1933ac-cb85-483b-b11f-7834f2a98765 · outbound
This paper cites Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models
Reference 20
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f61311cd-f3e4-4df6-b205-1b23b4838077 · outbound
This paper cites Regiongpt: Towards region understanding vision lan- guage model.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Regiongpt: Towards region understanding vision lan- guage model
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:33.357391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57e99a67-4c0a-4127-8b1c-d71f82485cd5 · outbound
This paper cites UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
Reference 22
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e59aa17-e176-46fe-b9ea-ac00f6d93b75 · outbound
This paper cites Vision-language models for medical report generation and visual question answering: A review, 2024.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Vision-language models for medical report generation and visual question answering: A review, 2024
Reference 23
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89386da8-4e18-4d7c-801e-a4d5714a0262 · outbound
This paper cites RSGPT: A Remote Sensing Vision Language Model and Benchmark.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding RSGPT: A Remote Sensing Vision Language Model and Benchmark
Reference 24
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c330697-6e82-442f-9a38-205e3a50ed8c · outbound
This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Reference 25
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 969e79a5-5099-4815-b454-9f78d05a7ada · outbound
This paper cites Geochat: Grounded large vision-language model for remote sensing.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Geochat: Grounded large vision-language model for remote sensing
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:32.998699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1899628e-54f6-4046-8779-ac2b441d92f0 · outbound
This paper cites Llava-med: Training a large language- and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36, 2024.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Llava-med: Training a large language- and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36, 2024
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:32.803628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0a1756f7-099d-4bc0-81f1-af3980b310af · outbound
This paper cites Urbangpt: Spatio- temporal large language models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Urbangpt: Spatio- temporal large language models
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7fcd0e7e-db48-4ec4-8f6f-70a57a09de3e · outbound
This paper cites Vila: On pre-training for visual language models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Vila: On pre-training for visual language models
Reference 29
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e414ca83-90fd-4e0b-a0ae-fe4fa6fc5785 · outbound
This paper cites Improved baselines with visual instruction tuning.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Improved baselines with visual instruction tuning
Reference 30
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 774b3427-2c81-4631-9e66-edd2016f0633 · outbound
This paper cites Visual instruction tuning.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Visual instruction tuning
Reference 31
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e39f3b66-cf9c-4426-963e-f6fafe0362c4 · outbound
This paper cites Citylens: Bench- 10 marking large language-vision models for urban socioeco- nomic sensing.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Citylens: Bench- 10 marking large language-vision models for urban socioeco- nomic sensing
Reference 32
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf9c645e-b765-4ad7-85d1-1def9183b5d5 · outbound
This paper cites SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding
Reference 33
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dd443bf-64e6-47c3-be1f-8389e6fb831e · outbound
This paper cites Dolphins: Multimodal Language Model for Driving.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Dolphins: Multimodal Language Model for Driving
Reference 34
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 335ccf75-0269-4d48-831b-104bd6031418 · outbound
This paper cites On the opportunities and chal- lenges of foundation models for geoai (vision paper).
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding On the opportunities and chal- lenges of foundation models for geoai (vision paper)
Reference 35
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 188d55e0-3b17-4ea4-bc96-86149bdc97ce · outbound
This paper cites LLaMA 3.2: Advancing Vision, Edge, and Mo- bile Devices.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding LLaMA 3.2: Advancing Vision, Edge, and Mo- bile Devices
Reference 36
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2bc776dd-464a-45e3-b098-c2300c8c73d3 · outbound
This paper cites LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model
Reference 37
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bccbedbe-3ea0-47a8-a30b-31564a8b6581 · outbound
This paper cites Introducing chatgpt.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Introducing chatgpt
Reference 38
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8013e578-b61f-4c03-8585-db60f194e6e8 · outbound
This paper cites Gpt-4v(ision) system card.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Gpt-4v(ision) system card
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:31.306992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 35a0cb28-947f-4e9c-842a-a0b494a6e2ea · outbound
This paper cites Hello GPT-4.
Reference 40
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 985fb899-f005-463c-b1e5-e3499e64c72f · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 41
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf746aaa-b2a3-428e-94c4-d7883a7ee9c8 · outbound
This paper cites VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
Reference 42
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed1fafd1-c4d0-420a-9d24-a1223f0adc7b · outbound
This paper cites V*: Guided visual search as a core mechanism in multimodal llms.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding V*: Guided visual search as a core mechanism in multimodal llms
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:30.950965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f187676-0180-47b0-941b-b631ccba57d8 · outbound
This paper cites RealworldQA Dataset.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding RealworldQA Dataset
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:30.803340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 83b5e54f-4f66-4e79-a575-7d0fce68ee2b · outbound
This paper cites Analyz- ing large language models’ capability in location prediction.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Analyz- ing large language models’ capability in location prediction
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:30.663944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8dc2dfb8-1c7c-4968-8c4e-506a1669c93f · outbound
This paper cites Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment
Reference 46
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9df47446-7336-44b2-a638-89adaf931ff2 · outbound
This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Reference 47
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a42cc69e-bb69-44fa-b228-7a09bb0316a3 · outbound
This paper cites Par- ticipatory cultural mapping based on collective behavior data in location-based social networks.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Par- ticipatory cultural mapping based on collective behavior data in location-based social networks
Reference 48
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation af2619d3-6b9d-4e69-a7fa-59a751aa8b8f · outbound
This paper cites A Survey on Multimodal Large Language Models.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding A Survey on Multimodal Large Language Models
Reference 49
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd0b7066-f87c-4c05-adf0-3d98eb6d0e1d · outbound
This paper cites Mm-vet: Evaluating large multimodal models for inte- grated capabilities.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Mm-vet: Evaluating large multimodal models for inte- grated capabilities
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:30.296895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ea88e8a-8db0-4ce1-8d73-77ef38fac776 · outbound
This paper cites SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
Reference 51
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb0d3055-79a3-4d39-af6d-94273c5476cc · outbound
This paper cites Earthgpt: A universal multi-modal large lan- guage model for multi-sensor image comprehension in re- mote sensing domain.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Earthgpt: A universal multi-modal large lan- guage model for multi-sensor image comprehension in re- mote sensing domain
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:30.120055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 88ad8c4c-0f1e-420f-8a82-ee386e1cc1c4 · outbound
This paper cites Urban foundation models: A survey.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Urban foundation models: A survey
Reference 53
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f16343f6-e71c-4829-b6df-6ff60778e59a · outbound
This paper cites UrbanMLLM: Joint learning of cross-view imagery for urban understanding, 2025.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding UrbanMLLM: Joint learning of cross-view imagery for urban understanding, 2025
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:29.815763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5f8b831f-e89b-4263-a0c4-c25564bd2048 · outbound
This paper cites Per- ceiving urban inequality from imagery using visual language models with chain-of-thought reasoning.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Per- ceiving urban inequality from imagery using visual language models with chain-of-thought reasoning
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:29.618477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d2bfc31c-65af-4250-886b-738b385c421d · outbound
This paper cites Urbench: A comprehensive bench- mark for evaluating large multimodal models in multi-view urban scenarios.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Urbench: A comprehensive bench- mark for evaluating large multimodal models in multi-view urban scenarios
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:29.440727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 29ccec06-f7c7-4493-9da2-98a5f2a90a87 · outbound
This paper cites Deep learning for cross-domain data fu- sion in urban computing: Taxonomy, advances, and outlook.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Deep learning for cross-domain data fu- sion in urban computing: Taxonomy, advances, and outlook
Reference 57
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ef3ed754-043d-4ed6-bdfa-550a9d2985bb · outbound
This paper cites Figure 9.
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:29.008529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f83a9c12-7d2c-48a3-a27f-632c538467da · outbound
This paper cites an unresolved cited work.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:52:28.721388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 69414709-d8dc-4be6-ad26-cff32443ebda · outbound
This paper cites Table 2 in Section 3.2 is the aggregated results of these three tables.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Table 2 in Section 3.2 is the aggregated results of these three tables
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:28.498738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 422b2167-4930-4227-b49b-cd6c734d3fad · outbound
This paper cites an unresolved cited work.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:52:28.278570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fd295feb-c4b9-4d64-964b-22449050b58c · outbound
This paper cites 11 presents training results with different amounts, ex- hibiting the high quality of UData.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding 11 presents training results with different amounts, ex- hibiting the high quality of UData
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T21:52:27.972132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8344fae6-6c4b-4b8f-a970-3f0b5373f535 · outbound
This paper cites an unresolved cited work.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:52:27.625332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7385252b-4d0d-42e6-8b30-6911e05c794a · outbound
This paper cites However, for certain tasks, models of different sizes exhibit similar capabilities.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding However, for certain tasks, models of different sizes exhibit similar capabilities
Reference 64
- Resolution
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- raw_fallback, observed 2026-08-06T21:52:27.351086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd8fd18b-f630-4512-a500-92c471c491ba · outbound
This paper cites This task needs a model to speculate the land use type (commercial, residential, agricultural, etc.) based on a satellite image.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding This task needs a model to speculate the land use type (commercial, residential, agricultural, etc.) based on a satellite image
Reference 65
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T21:52:27.097941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 272f3bd7-3e1a-488c-b297-f5dd07e3e998 · outbound
This paper cites an unresolved cited work.
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T21:52:26.762359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation eba8392f-a4ca-4c0c-b565-bdf2db73376e · inbound
IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling cites this paper.
IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:05:56.875660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4a8bd704-34ac-4f67-ab3b-97c1b8c68f6c · inbound
From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models cites this paper.
From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:26:45.810959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.