Paper Citation Record · LEDGER

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models

As of 24 July 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2605.25901.

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

pith.paper-citation-record.v1
2605.25901 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T22:47:05.747852Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+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

32 of 32 outbound references displayed

verified exact5
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 621ec68a-bcc2-4f28-9af0-710e32d3bff8 · outbound

This paper cites Gˆ 3-lq: Marrying hyperbolic alignment with explicit semantic-geometric modeling for 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Gˆ 3-lq: Marrying hyperbolic alignment with explicit semantic-geometric modeling for 3d visual grounding,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9da0c0c-1e08-4048-a7c0-9b72e9b54f3f · outbound

This paper cites Multi-branch collaborative learning network for 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Multi-branch collaborative learning network for 3d visual grounding,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

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Observation d9ab67e8-a0f2-438c-95ec-1d65b3489d65 · outbound

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

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Chat-scene: Bridging 3d scene and large language models with object identifiers,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e219cd-d1ab-4265-add6-d9737eae432b · outbound

This paper cites Video-3d llm: Learning position-aware video representation for 3d scene understanding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Video-3d llm: Learning position-aware video representation for 3d scene understanding,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7102f1d4-a20b-4d15-b2d2-ae916c3d3072 · outbound

This paper cites Llm-grounder: Open-vocabulary 3d visual grounding with large language model as an agent,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Llm-grounder: Open-vocabulary 3d visual grounding with large language model as an agent,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb61c667-2b73-4a02-8300-b16713cbaef3 · outbound

This paper cites Visual programming for zero-shot open- vocabulary 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Visual programming for zero-shot open- vocabulary 3d visual grounding,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1e8d07-ce2a-4b31-83dd-007933d773e5 · outbound

This paper cites Vlm-grounder: A vlm agent for zero-shot 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Vlm-grounder: A vlm agent for zero-shot 3d visual grounding,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a94e15b2-98c4-4047-a865-3cd6849ea469 · outbound

This paper cites See- ground: See and ground for zero-shot open-vocabulary 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models See- ground: See and ground for zero-shot open-vocabulary 3d visual grounding,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd7f0ab-0d5b-43f0-8e52-8c1aa303fa51 · outbound

This paper cites Solving Zero-Shot 3D Visual Grounding as Constraint Satisfaction Problems.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Solving Zero-Shot 3D Visual Grounding as Constraint Satisfaction Problems

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:54:01.240702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation bd0b770d-1351-4f08-998d-733a7bf42cf4 · outbound

This paper cites Sort3d: Spatial object-centric rea- soning toolbox for zero-shot 3d grounding using large language models,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Sort3d: Spatial object-centric rea- soning toolbox for zero-shot 3d grounding using large language models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5abcaaca-cd13-4feb-9078-2603b60edad4 · outbound

This paper cites Transcrib3d: 3d referring expression resolution through large language models,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Transcrib3d: 3d referring expression resolution through large language models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a07273b-3ba3-4af3-ad29-674b8084aa9e · outbound

This paper cites Scanrefer: 3d object localization in rgb-d scans using natural lan- guage,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Scanrefer: 3d object localization in rgb-d scans using natural lan- guage,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5ea7fa-6a64-4c12-84f1-d9db03d5b78c · outbound

This paper cites Referit3d: Neural listeners for fine- grained 3d object identification in real-world scenes,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Referit3d: Neural listeners for fine- grained 3d object identification in real-world scenes,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b20b93-1502-4d02-b450-39428e94ab7e · outbound

This paper cites Four ways to improve verbo-visual fusion for dense 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Four ways to improve verbo-visual fusion for dense 3d visual grounding,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb040efe-7a4b-43af-80fa-113c0f2b131c · outbound

This paper cites OpenMask3D: Open-Vocabulary 3D Instance Segmentation.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models OpenMask3D: Open-Vocabulary 3D Instance Segmentation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.231727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation 0ff0fb14-1a73-44f0-b6cc-89ca21138747 · outbound

This paper cites Isbnet: A 3d point cloud instance segmentation network with instance-aware sampling and box-aware dynamic con- volution,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Isbnet: A 3d point cloud instance segmentation network with instance-aware sampling and box-aware dynamic con- volution,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45358fbe-78bc-4736-8fc6-78d01825bd88 · outbound

This paper cites SAM3D: Segment Anything in 3D Scenes.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models SAM3D: Segment Anything in 3D Scenes

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.237749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation cf86a4f2-e806-457b-9169-53279f855ad0 · outbound

This paper cites Open3dis: Open-vocabulary 3d instance segmentation with 2d mask guidance,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Open3dis: Open-vocabulary 3d instance segmentation with 2d mask guidance,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e580fe-5d5b-4830-9e83-65bb7bb6026e · outbound

This paper cites Any3dis: Class-agnostic 3d instance segmentation by 2d mask tracking,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Any3dis: Class-agnostic 3d instance segmentation by 2d mask tracking,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1d08be-0b11-4443-b714-081085a2e5dc · outbound

This paper cites Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e75f00bd-bd61-424d-a91c-acb2c5eb3f5f · outbound

This paper cites ConceptFusion: Open-set Multimodal 3D Mapping.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models ConceptFusion: Open-set Multimodal 3D Mapping

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.246558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation 331a537f-d8b2-4772-becc-1fca06193087 · outbound

This paper cites Phygrasp: Generalizing robotic grasp- ing with physics-informed large multimodal models,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Phygrasp: Generalizing robotic grasp- ing with physics-informed large multimodal models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2ec1cf-a924-498c-8813-9c69a17fe1e3 · outbound

This paper cites Zero-shot object navigation with vision-language models reasoning,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Zero-shot object navigation with vision-language models reasoning,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec2d34f-b841-446d-87f2-776521f3067b · outbound

This paper cites Iref-vla: A benchmark for interactive referen- tial grounding with imperfect language in 3d scenes,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Iref-vla: A benchmark for interactive referen- tial grounding with imperfect language in 3d scenes,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561bfa1f-4a12-4808-94b8-b6571e253da6 · outbound

This paper cites Sceneverse: Scaling 3d vision-language learning for grounded scene understanding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Sceneverse: Scaling 3d vision-language learning for grounded scene understanding,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf9c083-32d1-4bf2-bb20-047d1d535f0c · outbound

This paper cites Mask3d: Mask transformer for 3d semantic instance segmentation,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Mask3d: Mask transformer for 3d semantic instance segmentation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01fbfbe-c7a8-4faf-8764-197323671bb7 · outbound

This paper cites Qwen3 Technical Report.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Qwen3 Technical Report

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:54:01.243392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation 0c0e2192-34ab-4268-bdf8-e0225399c842 · outbound

This paper cites Using ollama,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Using ollama,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9cb1c7-2d56-470b-80c0-b7049d59ccc1 · outbound

This paper cites Chase,Langchain,https : / / github.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Chase,Langchain,https : / / github

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10454cfd-1cdb-4d81-94e9-768de310711f · outbound

This paper cites GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.235024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

Observation 27652e4b-f858-40ac-886e-d13de3c027a6 · outbound

This paper cites Mikasa: Multi-key-anchor & scene-aware trans- former for 3d visual grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Mikasa: Multi-key-anchor & scene-aware trans- former for 3d visual grounding,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0266f1-8843-4483-994b-352c5dcba901 · outbound

This paper cites Language conditioned spatial relation rea- soning for 3d object grounding,.

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models Language conditioned spatial relation rea- soning for 3d object grounding,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T22:47:05.747852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.