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Paper Citation Record · LEDGER

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance

As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.08774.

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

pith.paper-citation-record.v1
2508.08774 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:24:47.930041Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

60 of 60 outbound references displayed

  • verified exact3
  • verified fuzzy40
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 226544e1-a347-4fa7-be2a-44ffe8ca571f · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:42.776374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:42.776374Z digest=sha256:0f1cefb2ebf863413abca0b7582977c7710f9691b11bce105b26c6234894cd0d

Observation 92fef163-4f92-4a82-b794-092fc6a889bc · outbound

This paper cites A survey of augmented reality.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance A survey of augmented reality

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:57.919886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:42.797713Z digest=sha256:5a9253c9ab3a45ad9a2c1b50a548e061bafdd933ee5d5041ca59441dccca8a44

Observation 73a410ce-e92e-4422-8bba-87fe4c5d1ba0 · outbound

This paper cites Large language models empowered personalized web agents.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Large language models empowered personalized web agents

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:57.712907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:42.869921Z digest=sha256:9e707f790ede5ac348d6087382c7cec08e9d12d946265d9c7527ff4b2e5f0fcd

Observation a8b9a04b-c736-4435-8ddc-91c6dcaa33f3 · outbound

This paper cites Argus: Visualization of ai-assisted task guidance in ar.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Argus: Visualization of ai-assisted task guidance in ar

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:57.519576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:42.979978Z digest=sha256:52d6aa7cc1151058a2313949557971b5fca17713ef334f68db94d406abbf3ea0

Observation a08d011e-c5d4-4696-842a-8b737c0a3414 · outbound

This paper cites Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:43.072401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.072401Z digest=sha256:0f2fd465405e54810e935b94df4abd2fc312f63d7dce12a5899552983ab894be

Observation 4e7bfc9a-e047-4f6f-bf30-021d803976a1 · outbound

This paper cites Web-shepherd: Advancing prms for reinforcing web agents.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Web-shepherd: Advancing prms for reinforcing web agents

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:43.186731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.186731Z digest=sha256:45374fdf8f572482b446165d80df1911a44e558a00e12fe4de7539de29351106

Observation dae30955-3793-406e-a3f5-4f2f05a43733 · outbound

This paper cites Spatial-temporal transformer for dynamic scene graph generation.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Spatial-temporal transformer for dynamic scene graph generation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:57.337487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:43.291475Z digest=sha256:769f1e54e294067120b586142ba2f3ba348fd396877b9169eda75a1da10ce889

Observation a84e3d67-c15d-4e26-8094-c77e3f288149 · outbound

This paper cites Towards Context-Aware Adaptation in Extended Reality: A Design Space for XR Interfaces and an Adaptive Placement Strategy.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Towards Context-Aware Adaptation in Extended Reality: A Design Space for XR Interfaces and an Adaptive Placement Strategy

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:43.400846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.400846Z digest=sha256:c6b05b403dd0661c7553a0174003cf1b556986c30fce2005b1006cbce964dd27

Observation 91331b0f-5d1c-4dc6-8214-804b10014c8b · outbound

This paper cites Augmented object intelligence with xr-objects.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Augmented object intelligence with xr-objects

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:56.989889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:43.484721Z digest=sha256:86deb199802d05a53c25714cd7a4b90b7321e26ee81d794e1635e8dabb38ebc2

Observation 4ab3f49f-3fb2-4d63-98dd-5e19ca0f806f · outbound

This paper cites The Faiss library.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance The Faiss library

Reference 10

Resolution
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no resolver link, observed 2026-08-05T21:24:43.625183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.625183Z digest=sha256:155517be094266dd15159ac576c020ccd6b277b618473f0891e480dfe6b6da35

Observation e48e85e7-ab4c-40cf-952d-bd5e5a7eaf71 · outbound

This paper cites Palm-e: An embodied multimodal language model.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Palm-e: An embodied multimodal language model

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:43.739310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.739310Z digest=sha256:0da0001f45f20c0d42109691de012128dae01436b83675b6389b735b7fcdaa77

Observation bec6c95c-a1f7-4c5c-ae5b-51877cd34d00 · outbound

This paper cites 3d spatial multimodal knowledge ac- cumulation for scene graph prediction in point cloud.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance 3d spatial multimodal knowledge ac- cumulation for scene graph prediction in point cloud

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:56.661166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:43.795883Z digest=sha256:8838a4b75c93eed9b251f6aefb64ae49da6efb3f03cb4a1e87e7ed4d6aeccf02

Observation 239b6cfe-fff5-4316-bb4f-054602c699af · outbound

This paper cites Towards pervasive augmented reality: Context- awareness in augmented reality.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Towards pervasive augmented reality: Context- awareness in augmented reality

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:56.239472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:43.843525Z digest=sha256:0e14a02ef9554021c18a1a83c1a1562b6512cf370b5e8930f1f72e5b4fbae613

Observation dc1534dc-d369-446d-941f-366a78bd79bb · outbound

This paper cites AR Secretary Agent: Real-time Memory Augmentation via LLM-powered Augmented Reality Glasses.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance AR Secretary Agent: Real-time Memory Augmentation via LLM-powered Augmented Reality Glasses

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:43.881083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:43.881083Z digest=sha256:806e71a92ae8a185125965245eecc7e2a5d4f38dcea48a257a45b3b97de8c16e

Observation 8aa4829a-fc2b-494f-b4e5-95ea59b29f88 · outbound

This paper cites Supporting student laboratory experiments with aug- mented reality experience.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Supporting student laboratory experiments with aug- mented reality experience

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:55.974711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:43.964142Z digest=sha256:4df35e50d7bab5cbe3a7c23af60d4abf55f1b6feff261d233854055fc20ed278

Observation 924ec601-fde3-4430-a171-c503093de25c · outbound

This paper cites Development of nasa- tlx (task load index): Results of empirical and theoretical re- search.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Development of nasa- tlx (task load index): Results of empirical and theoretical re- search

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:55.620949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.054478Z digest=sha256:483190c040bcb45078cc8042affedb6b7b1d1c5bdb145933749009b98f3d770a

Observation 5c37e8c9-8a15-46a6-8886-7b58c5553377 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 17

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unresolved
no resolver link, observed 2026-08-05T21:24:44.170837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:44.170837Z digest=sha256:536907ccdd4521f948cde979b8806cd2e171cb1969d3575172a00ceceb37678a

Observation b56c421e-b08c-4cfe-85b3-7f6f80c9f5e2 · outbound

This paper cites Object detecting augmented reality system.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Object detecting augmented reality system

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:55.407319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.238608Z digest=sha256:a2153feec066a496d4cedf0c4ce985fa660b3d8a846b89324add14e0b5486db8

Observation b0438d4a-5b88-422a-a432-f101b9caefff · outbound

This paper cites GPT-4o System Card.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance GPT-4o System Card

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:44.319551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:44.319551Z digest=sha256:99a82c7dbfae8a741fbe94d691025e8c5d7107e16711d97788df81172681429d

Observation 2a759725-8478-4bf2-9fbc-a465b16ffe48 · outbound

This paper cites Ac- ceptance of augmented reality for laboratory safety training: methodology and an evaluation study.Frontiers in Virtual Re- ality, 5:1322543, 2024.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Ac- ceptance of augmented reality for laboratory safety training: methodology and an evaluation study.Frontiers in Virtual Re- ality, 5:1322543, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:55.265007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.439551Z digest=sha256:05ea0180a84fec702b4fd291841eec491ea0b2dc66d4c7f676ec17106f6eaf81

Observation e6224a09-651f-46fb-8451-a3caeb3ab0ef · outbound

This paper cites Action genome: Actions as compositions of spatio- temporal scene graphs.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Action genome: Actions as compositions of spatio- temporal scene graphs

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:55.049410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.532342Z digest=sha256:3963fb67741dbead3954ecf882333888d5e90a58b2b4e35c8d6eba307b735c20

Observation 226703f2-a27c-45d3-bf0e-b13ef3e68e27 · outbound

This paper cites Flowar: How different augmented real- ity visualizations of online fitness videos support flow for at- home yoga exercises.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Flowar: How different augmented real- ity visualizations of online fitness videos support flow for at- home yoga exercises

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:54.876094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.624523Z digest=sha256:2316791d80a5ba2cf4b6636d0e4be80e151608ebf93bc5240da4877aa7f597e4

Observation b4dda0ed-1c28-423a-933f-14d793b8a85e · outbound

This paper cites Integrative object and pose to task detection for an augmented-reality-based human assistance system using neu- ral networks.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Integrative object and pose to task detection for an augmented-reality-based human assistance system using neu- ral networks

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:54.599520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.711225Z digest=sha256:fb3a63ba8a6193a22f57ab3ebe1a17656ebec1f5fb8c89fc068ae57abc35f8af

Observation 2ace5bed-83ec-4c9f-b1ef-79eb5c45a2b2 · outbound

This paper cites Marker tracking and hmd calibration for a video-based augmented reality confer- encing system.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Marker tracking and hmd calibration for a video-based augmented reality confer- encing system

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:54.410829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.803145Z digest=sha256:d076c14eda1966df622adaddb16c0ba81183684dbf6d44c8431f508075765ce0

Observation 9813f8ba-2af6-40ba-88c2-27e395175220 · outbound

This paper cites Open3dsg: Open-vocabulary 3d scene graphs from point clouds with queryable objects and open-set relationships.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Open3dsg: Open-vocabulary 3d scene graphs from point clouds with queryable objects and open-set relationships

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:54.247659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:44.896613Z digest=sha256:7f8057cf1c754e306bf7bc920fe20fdcdf172f4c0bec104d779dfa532d8669d4

Observation a7624bcb-fa13-494b-a170-b9e3ffa97d7d · outbound

This paper cites Embodied agents meet personalization: Exploring memory utilization for personalized assistance.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Embodied agents meet personalization: Exploring memory utilization for personalized assistance

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:44.989031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:44.989031Z digest=sha256:4833482e54da8339535a84a8905b60701b08d36c2d36648e77c0bb509e241f65

Observation ffd44461-b3d4-48fe-860d-df9e1df27fa6 · outbound

This paper cites Satori: Towards proactive ar assistant with belief-desire-intention user modeling.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Satori: Towards proactive ar assistant with belief-desire-intention user modeling

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:54.106842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.059519Z digest=sha256:67c7ef5d9425d34c75c0d6b2ce988648aca37bf40e0666f45415341a7c60f56c

Observation d427d85e-f928-41c9-9706-c57f844cc4a3 · outbound

This paper cites Virtual marker technique to en- hance user interactions in a marker-based ar system.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Virtual marker technique to en- hance user interactions in a marker-based ar system

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:53.859236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.170414Z digest=sha256:1e758d351c13458b48a891a3ea9dd480d34983dc61587f5168ffa4b2ea6ea923

Observation c711e87e-7d4d-431d-b1b5-8bbc24b0dda7 · outbound

This paper cites Beyond short-term snippet: Video relation de- tection with spatio-temporal global context.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Beyond short-term snippet: Video relation de- tection with spatio-temporal global context

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:53.680256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.237214Z digest=sha256:cd2ce73d6eb15141f8fe099a6638b6a283c43b6cf97179a87830de08f5481fcc

Observation 9eae83d0-0ab6-418b-9ab3-d0bcfaf14f09 · outbound

This paper cites Sgformer: Semantic graph transformer for point cloud-based 3d scene graph generation.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Sgformer: Semantic graph transformer for point cloud-based 3d scene graph generation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:53.496324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.324792Z digest=sha256:a8529c90da1bf16f6d7ce9b02de69cc1a820843a8d2b7a310a55f1576d48681c

Observation 40ca0c23-01e5-4beb-956e-7634050d528a · outbound

This paper cites Augmented reality based interactive cooking guide.Sensors, 22(21):8290,.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Augmented reality based interactive cooking guide.Sensors, 22(21):8290,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:53.315219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.420006Z digest=sha256:1a33357ad682b3895b8c07c608418e398c4896cb8eac166ba8ef9681228ebfab

Observation 73c87732-963d-4659-bbd4-21340b601f00 · outbound

This paper cites Augmented reality maintenance assistant using yolov5.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Augmented reality maintenance assistant using yolov5

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:53.095861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.521448Z digest=sha256:f42826698c747216c67f7753d44636bcc13c9aaa313954e02004ddeeb0e6c20e

Observation e0f0faf4-c726-4add-9d68-f285fb312e89 · outbound

This paper cites A taxonomy of mixed re- ality visual displays.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance A taxonomy of mixed re- ality visual displays

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:52.879979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.613577Z digest=sha256:96e68341fff9548bc7be3de07e51e2c1a973387202a5eed326878fe524da6f3d

Observation 09c762c5-2dfd-496f-9356-3194a8ff82d2 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Text and Code Embeddings by Contrastive Pre-Training

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:45.683020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:45.683020Z digest=sha256:651e023d6841177551b0bacc4d93ffcf4bb8b808b3d6539acb92c469c50f8557

Observation ada3fe03-9fbe-41f6-9565-aeac493274fa · outbound

This paper cites Gorilla: Large language model connected with massive apis.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Gorilla: Large language model connected with massive apis

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:52.693793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.771266Z digest=sha256:0b49c7e4243397ee1466a3b5e0f8e6032ea1c90cc9a9c12b4e37859598173bd6

Observation 3463a3bb-c509-4905-8c5d-1af1d6afe88a · outbound

This paper cites Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:24:48.868179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:45.861146Z digest=sha256:0ad0507be700f8d4ae280dd4d81844e87581c12612a8d5d8f54452c423681165

Observation a6c4c3f6-9eab-4a95-b757-025b7b1a758e · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 37

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unresolved
no resolver link, observed 2026-08-05T21:24:45.939887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:45.939887Z digest=sha256:6df6316c6a031d6aa53a30615d71f29fa40c7ea55650ef3be4d9d8396ef8ac9c

Observation 27d2a506-a7a9-4418-b008-33b9f58ab957 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance SAM 2: Segment Anything in Images and Videos

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:46.036510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:46.036510Z digest=sha256:59d0b75fc90d230d066769c836b3c84f0b8337cb650f7a35ecf24667490dd96e

Observation 4f904883-9975-42a0-9c54-ae0b14a78441 · outbound

This paper cites Action scene graphs for long- form understanding of egocentric videos.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Action scene graphs for long- form understanding of egocentric videos

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:52.516099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.125542Z digest=sha256:5f3e0ad4f3fcf5dd87334d73b248dc97e15403266893dac4e08e3bf04a55315b

Observation 6effe546-9d23-4784-9777-9fc679dd4426 · outbound

This paper cites Crossover: 3d scene cross-modal alignment.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Crossover: 3d scene cross-modal alignment

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:52.333700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.190260Z digest=sha256:44ce6ea5bfa478b8a36649d99ebf626a37e17e28e095caceb37a3e7a17dd2b17

Observation 6540066f-ad9b-4973-8ae2-ed12f26837b6 · outbound

This paper cites Location-based augmented reality with pervasive smartphone sensors: Inside and beyond pokemon go! IEEE Access, 5:9619–9631, 2017.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Location-based augmented reality with pervasive smartphone sensors: Inside and beyond pokemon go! IEEE Access, 5:9619–9631, 2017

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:52.115768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.259288Z digest=sha256:95e20c23b1edeff8b545a1e514b969696c06db1ec603875b57c51d1bd1907ff6

Observation f584b601-493c-4e9e-94e9-bd61bf1e5252 · outbound

This paper cites Caring-ai: Towards authoring context-aware augmented re- ality instruction through generative artificial intelligence.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Caring-ai: Towards authoring context-aware augmented re- ality instruction through generative artificial intelligence

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:51.905002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.321645Z digest=sha256:07011961cd65ea8bc214e8a24c153d14282439e0738020c4fb8beb1db47aaf25

Observation fa928322-f6ed-4c8c-af8b-be20776f923a · outbound

This paper cites Cognitive architectures for language agents.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Cognitive architectures for language agents

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:51.679847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.416283Z digest=sha256:ca368d0f6bd80fcc5d2c0a7db7e7f6bb8440d6c1084a9fb56794c56efcde804d

Observation 2dbbd039-bda8-4ead-98da-6a403c68c002 · outbound

This paper cites Outdoors aug- mented reality on mobile phone using loxel-based visual fea- ture organization.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Outdoors aug- mented reality on mobile phone using loxel-based visual fea- ture organization

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:51.464539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.510529Z digest=sha256:deddea58765d5def047cd5b6e9c8bd9785bb74c260887b4a0f76fa24003d47f8

Observation fde7571c-73ef-40e5-a436-cbec700e571f · outbound

This paper cites Tar- get adaptive context aggregation for video scene graph gen- eration.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Tar- get adaptive context aggregation for video scene graph gen- eration

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:51.294501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.600021Z digest=sha256:fd593ae7bcfc23fbcf7379c79d083663b6224911a1823e5db6563cf718398182

Observation 406490b7-99a7-4c95-9b2e-1990859f409b · outbound

This paper cites ARChef: An iOS-Based Augmented Reality Cooking Assistant Powered by Multimodal Gemini LLM.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance ARChef: An iOS-Based Augmented Reality Cooking Assistant Powered by Multimodal Gemini LLM

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:24:48.528212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.694425Z digest=sha256:f6ab15bc49e1a2e1440d5d44d2e44dcb167ae15c85cd420dedbfcb7d4257148c

Observation ef1748ff-6543-4829-903d-df4d95317c1c · outbound

This paper cites Vector databases: What’s really new and what’s next?(vldb 2024 panel).

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Vector databases: What’s really new and what’s next?(vldb 2024 panel)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:51.140801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:46.780089Z digest=sha256:843c6e4f0a574a495db18cf7b9c894c56761804a833961b6e2061bb08dcb0291

Observation 00890954-ebe0-4c4f-ab65-f98cecd15b3f · outbound

This paper cites KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:46.827104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:46.827104Z digest=sha256:7f44611aa6887ddaf5f0499d968707bf68cab495ecd4c99d9e8b898a6f376b54

Observation 71410991-7352-4d3c-aadc-a6a0ac2f8aef · outbound

This paper cites Agent Workflow Memory.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Agent Workflow Memory

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:46.924392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:46.924392Z digest=sha256:265f7226deb2b375923aeab988ba41e48db87e03f6f0b21b673f9203c128c5f4

Observation 3219bd4d-125d-486d-b123-8fbd9da7a12c · outbound

This paper cites Artist: Automated text sim- plification for task guidance in augmented reality.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Artist: Automated text sim- plification for task guidance in augmented reality

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:50.951038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.017021Z digest=sha256:553bc3e7c49f66f770b2a0b4d14d1d271f5da22133db0cc9bf114c7387ae18cc

Observation c2ca00ff-ff16-471f-9d03-4fd3e17f76f8 · outbound

This paper cites Augmented reality for maintenance tasks with chatgpt for automated text-to-action.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Augmented reality for maintenance tasks with chatgpt for automated text-to-action

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:50.757760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.164941Z digest=sha256:1043e9e321ecdc557ec1d35cbe760236861bf4e845a8b3dbb90c9923c4b57054

Observation 8358c28e-5bef-4fe6-8b9f-5b3748e6f8e7 · outbound

This paper cites Socialmind: Llm- based proactive ar social assistive system with human-like perception for in-situ live interactions.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Socialmind: Llm- based proactive ar social assistive system with human-like perception for in-situ live interactions

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:50.563400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.241930Z digest=sha256:87878bc06a10d4ede7c6d6a62ba28713bee28c78c72dc027ed35af5f6b20c0d2

Observation ffa0394b-8c01-4f08-a0a3-eb161e92721c · outbound

This paper cites LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:24:48.259497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.379310Z digest=sha256:0ed4ebb8033989be8921bfc93ea07e91c85b9f8a008cb0c77606581d5b761ab5

Observation bc0b0c4e-549e-4bb9-956a-27b678fd5179 · outbound

This paper cites Authoring of a mixed reality assembly instructor for hierarchical structures.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Authoring of a mixed reality assembly instructor for hierarchical structures

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:50.379294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.459094Z digest=sha256:ad7d8cc7e7fb0532aa85491a23dd1c5cb017cacae514bb30ab6dc7ed143440b7

Observation 83f8d813-8ffc-499c-90d6-45c815279266 · outbound

This paper cites SGEdit: Bridging LLM with Text2Image Generative Model for Scene Graph-based Image Editing.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance SGEdit: Bridging LLM with Text2Image Generative Model for Scene Graph-based Image Editing

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:47.552578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:47.552578Z digest=sha256:5b6109a980b3402ec76f3cabef1ad780054b62fbde17a3c471d1aa210c0cb4d7

Observation e304ecb9-358d-482f-a4a2-5930f6525e5c · outbound

This paper cites EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-05T21:24:47.613690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:24:47.613690Z digest=sha256:d6bc5e11e1b3e26d87a6d1dd50d2959973484bf4eae251856521246e39e364c1

Observation ca756ec0-384a-4720-ae08-931182ec2833 · outbound

This paper cites Openpsg: Open-set panoptic scene graph generation via large multimodal models.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Openpsg: Open-set panoptic scene graph generation via large multimodal models

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:49.951401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.679431Z digest=sha256:d9f71b860e6432f9bfed4e2b2d7114936bb9b2b857cb347b8a519bde62fa4e0b

Observation b2c900d7-adfb-4092-b1ef-a72542ab8467 · outbound

This paper cites Retrieval-augmented embodied agents.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Retrieval-augmented embodied agents

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:49.723268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.768127Z digest=sha256:613cfafe568af558157c851be108af532336c738f7eaf211ba416054de913aaa

Observation db44d033-b8d7-4c98-971c-4d28f1543c58 · outbound

This paper cites Rt-2: Vision-language-action models transfer web knowledge to robotic control.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance Rt-2: Vision-language-action models transfer web knowledge to robotic control

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:49.532152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.930041Z digest=sha256:a71151fcc3596795f2855800dbceceff89fc31d71bf21dbf8a2730780dfbb76a

Observation a2ba624f-54cc-4269-b8b9-4a33976f6145 · outbound

This paper cites IEEE, 2003.

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance IEEE, 2003

Reference 2003

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:24:50.191725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:24:47.545064Z digest=sha256:f9b69296f307681778ae9e31108ebc98983136553d4f40834799c923e2ce54fa

Pith citing papers

No inbound Pith citation observations are available.