Paper Citation Record · LEDGER

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.17595.

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

pith.paper-citation-record.v1
2508.17595 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:07:09.859176Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy16
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13a425ea-cabe-4d18-9c8f-d328ba2295ec · outbound

This paper cites Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.425566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a693fb44-c00b-4473-bdee-174a06ca1aae · outbound

This paper cites Spatial- rgpt: Grounded spatial reasoning in vision-language models.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Spatial- rgpt: Grounded spatial reasoning in vision-language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.407806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5f32692a-f101-4fee-a90b-a1b6bcbbc49b · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 3

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Source-reported events for the cited work

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Observation e0418e18-c407-440a-a0df-efafedc7d4d9 · outbound

This paper cites Fusemoe: Mixture-of-experts transformers for flexi- modal fusion.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Fusemoe: Mixture-of-experts transformers for flexi- modal fusion

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.387153Z

Source-reported events for the cited work

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Observation 53d91718-43ab-4106-908a-f24f64b5211e · outbound

This paper cites Multiply: A multisensory object- centric embodied large language model in 3d world.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Multiply: A multisensory object- centric embodied large language model in 3d world

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.361885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee59531c-505a-474a-9225-12b090e87e3a · outbound

This paper cites Chat-scene: Bridging 3d scene and large language models with object identifiers.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Chat-scene: Bridging 3d scene and large language models with object identifiers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.344898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 715c92b2-a6a4-4655-b77f-327de8a955cb · outbound

This paper cites Jordan and Robert A.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Jordan and Robert A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.316607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6badd95-d893-4aad-8ea6-a1bd72969f74 · outbound

This paper cites Chang, and Manolis Savva.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Chang, and Manolis Savva

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.292549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f7d3547-81db-4fe4-a64f-e979f8ba1835 · outbound

This paper cites Sparse mixture- of-experts are domain generalizable learners, 2023.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Sparse mixture- of-experts are domain generalizable learners, 2023

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.264764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2724bc3e-3750-4f21-b47d-0347ba17e308 · outbound

This paper cites Shapellm: Universal 3d object understanding for embodied interaction.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Shapellm: Universal 3d object understanding for embodied interaction

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.770372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5e2d44-26b1-4470-9a43-05d4f8d085fd · outbound

This paper cites Gpt4point: A unified framework for point-language understanding and generation.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Gpt4point: A unified framework for point-language understanding and generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.233071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24acd481-5d72-453e-a989-3d9fd703fdee · outbound

This paper cites Learning transferable visual models from natural language supervision.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Learning transferable visual models from natural language supervision

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.208589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f73a2fa5-567a-4dbb-84db-052a23f17d30 · outbound

This paper cites an unresolved cited work.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:07:10.188461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a77a542-21cd-4354-bf39-0a6d2849be32 · outbound

This paper cites Vi- sion transformers for dense prediction, 2021.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Vi- sion transformers for dense prediction, 2021

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.166335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 02d569d2-dbda-466e-864e-5818c7333c82 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.794766Z

Source-reported events for the cited work

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Observation d804690d-9b08-43e8-99c0-20ec5e3ee2ce · outbound

This paper cites Minigpt-3d: Efficiently aligning 3d point clouds with large language models using 2d priors.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Minigpt-3d: Efficiently aligning 3d point clouds with large language models using 2d priors

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.799816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aab04aa-d72d-422f-80f7-dda01a989a25 · outbound

This paper cites an unresolved cited work.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:07:10.133677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 940ea8e0-4bdd-49e8-bb14-0fdf162b5e12 · outbound

This paper cites Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.809207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba8d501-18e3-406c-a043-f593a8fea8d3 · outbound

This paper cites Pointllm: Empowering large language models to understand point clouds.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Pointllm: Empowering large language models to understand point clouds

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.814047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f8d59fc-f8fe-4668-88a2-f8836c1e8ae2 · outbound

This paper cites Qwen3 Technical Report.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Qwen3 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.819128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef245bd-565d-493a-b113-6dc16de3fb31 · outbound

This paper cites RoboPoint: A vision-language model for spatial affordance prediction for robotics.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints RoboPoint: A vision-language model for spatial affordance prediction for robotics

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.097315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e1ba79ab-a99f-439d-9ae7-090dc7b80a6d · outbound

This paper cites CounterCurate: Enhancing physical and semantic visio- linguistic compositional reasoning via counterfactual exam- ples.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints CounterCurate: Enhancing physical and semantic visio- linguistic compositional reasoning via counterfactual exam- ples

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.075430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation baff45ea-33b3-4324-850e-03b46679490e · outbound

This paper cites Pointclip: Point cloud understanding by clip.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Pointclip: Point cloud understanding by clip

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.833896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3459d38e-c90d-4178-9ab2-1d9b097dae74 · outbound

This paper cites Agent3d-zero: An agent for zero-shot 3d understanding.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Agent3d-zero: An agent for zero-shot 3d understanding

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.044370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 67fc2bc3-27b0-4f3c-ab1f-274ad0d5b818 · outbound

This paper cites Uni3D: Exploring Unified 3D Representation at Scale.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Uni3D: Exploring Unified 3D Representation at Scale

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.844137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5358cf3b-e0cd-4e85-a541-bad5a4f793e0 · outbound

This paper cites Scanreason: Empowering 3d visual grounding with reasoning capabilities.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Scanreason: Empowering 3d visual grounding with reasoning capabilities

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.027399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb5a55ea-172b-4544-977b-fbe6895be27e · outbound

This paper cites LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.854311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c720176f-8496-45ca-b223-50f8b038d0ed · outbound

This paper cites Point- clip v2: Prompting clip and gpt for powerful 3d open-world learning.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Point- clip v2: Prompting clip and gpt for powerful 3d open-world learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:07:10.006525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.