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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:42.797713Z digest=sha256:743b0397082d7946d55b980cfdade4ec4748f331e05df47d3cab6fb30788d868

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:42.869921Z digest=sha256:edf39522e83ca2347a51f9255b707b50c16d35b0575a3d7ff9e6b648397b4f6f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:42.979978Z digest=sha256:86c1b01313c86a75e7a593646703ee6205c29b098b93f36688e33a13c7b60484

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

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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:fedbdb57e830ea602e061cdb6be34151e1fa24e25b5bde1ccc947a429d083b05

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=sha256:2fdba605f4abed4ee07dee899b19aec7338777b0478f3ea02b615980bad98758

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:43.291475Z digest=sha256:f14d77ea7974ca3a640034b7ca62a2f339a44f4f115e0705abbc1a05231332d9

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

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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=sha256:75f0b33a9209410265741018c264efeba2bf53522ce98fdb533b51eb9aeb2bab

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:43.484721Z digest=sha256:f11dc6e1d6b854c529354dca27e6ef7446c373a26f35ddc331dd8746d7f88e36

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

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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=sha256:9048834040f94a5f586f3a54b30541389e6bec30c8c7fa5986c1aaf69726a6af

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:ef6ebbba0aec9b9b586d3aa9279af4ddc77b13708f12a36432ad79df16e7c3f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:43.795883Z digest=sha256:38da446535f015915dbe981fc292758b951e2ed4a62518a19b1b1483d2d6233e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:43.843525Z digest=sha256:c005424ec40bdc5b351a252b6c53c20278dbc5bc48707b548c75852fb1de3b19

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=sha256:652e2d5e3d483ce180f3baae8572a4dc220f5445e7d7a4af4d6655d14221da9b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:43.964142Z digest=sha256:fe0c177b41c5c2e87f5796598c57687f218e9447411a396cd5ed11b4c48c38c5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.054478Z digest=sha256:07081095048a1b5e3383bbab090fdf125877fccf72359ceb7e3642aa4983ac60

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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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=sha256:68891614152cd022a7e33bcb18fc632b7eeea0a5e9ec098a1f0b3069e9301270

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.238608Z digest=sha256:ba4d14f4bd1664dc993750044c9b2266bbc6ff21097a6bef7adec3a64dd31f41

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=sha256:53bd0b6aff8a92debe77fab6c9c5055d203e63e95968a85f2c52efa7f882a3f5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.439551Z digest=sha256:3d1d47626167600e8eff12e5d7dfd915f058c256f27f709f9a172205e2db8078

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.532342Z digest=sha256:c57b5c1c674eede2e773035b009b01b6b3fece48bebb74b0b3104bc795c36cfd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.624523Z digest=sha256:172b4c3c0fdce3520a3cef2f1bf1fbb1ae9bf597016fec764275d4583021e109

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.711225Z digest=sha256:90b3b40487ad00268026b189452e5d072869dd838b1c5ef0b2aed63bf5cc79a5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.803145Z digest=sha256:4b6bc333668bf518dc102f4030fa312cd85a0dc9faad538a6b1cd0fdea1e2a5b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:44.896613Z digest=sha256:9723febd012011b70eec7536bbd01c1af9f0e950ba4fb9a9234cf07de38799c6

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:ed1092e4a5eb12f3c1e6926e152e56b8f124dbb0f54c7a578489d0777d67d487

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.059519Z digest=sha256:aa5a70f3d3534b258759664d85de1f1d540bd8708e75ae90310f150126403329

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.170414Z digest=sha256:21036e36fb488d4ada45916710c52a348e936dd60ed409f897b00dfbe9379c1c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.237214Z digest=sha256:3be759b27eac51a5d2728da52f2d6f6d3a17ffe64ae86fdcc5c853a922b5c4e0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.324792Z digest=sha256:23c7f3b5885d1a4e94f5f1f6e75aee2f07cfe009dc8be5352318264b49a48bb7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.420006Z digest=sha256:8f60a6640680825f032e4e93d0d1802d8b6ced2a6de51faca2c5f0d4c98800f6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.521448Z digest=sha256:0c166780af7fcd1c95002b05c957e5176cceeb12491259af82987dc60dd61704

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.613577Z digest=sha256:20ecea16f7bdc71d86dca7c40cec5e996807a32b13b4e27e56e3f84ba0ad2a45

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=sha256:3f8f36b129e5de04ce90e68dd7ca38df4a48f7a486b1b439469b436273da8481

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.771266Z digest=sha256:e1fb775ba7be9496de0170db31609d70d47449d81d51b43e03e778f8d5630abb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:45.861146Z digest=sha256:1f34a03f59aafc7b14c78fddced1ed58a0d651b9e69fc530594a77a96c58cf7a

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

Resolution
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=sha256:5f7343e2ad3f39efe0d4a9a1f23bdb83552a1a6e650da97e0671530f3e5e26a9

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=sha256:8d0629d344eb7bdcf7e89f5df1d862e5a9b3ea8b209009c931c8c591b4db0eaf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.125542Z digest=sha256:b5c03ccfe7b8abcb0ad36bfd4ad49b1e4329e87c4bef524b007d3d863cd903b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.190260Z digest=sha256:4ce20371c9f28e98009ebb8bfa2871eae5d36a38b6b47240d1f12c7cd4b9b654

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.259288Z digest=sha256:eb6ed0d4493ca003f9dac3cb50b8c47b6a3117a27c2d3f72085cff714948d8b6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.321645Z digest=sha256:aba39db4a1bc355e8a8a9179748589733508d8c49744ae3fa3c9114e008cf084

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.416283Z digest=sha256:d7e48f9d3f5226e5240939dd4f77e2d2b845d87c66e0337d06fc8ef4fb5960f1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.510529Z digest=sha256:365dc489a81a4675bed6f8fc1bcad47ae3a7c8d718958b323a1a5d9b9e59a57a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.600021Z digest=sha256:5b9390c74a54274fb1d954543e13e26af2b3fd18b56908b5ca4595a48a43d41c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.694425Z digest=sha256:63fc992c8a1c88b79ccb76aa10621693326984d382efaaf733aefd2469cc8682

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:46.780089Z digest=sha256:73b085e9dae2597bc1798f78f7ab6dae609cb5745f197e4adadf1f9ce9ffc5cc

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:bae25a71b548d1f68036a0bba661f186b9be3252ba6731f7799a497b67297c1e

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=sha256:3c96b140ede45dc4466ca9d6a2347c154be33f97058749c1b8941e0f5dfd3fe5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.017021Z digest=sha256:b5ee13ab27715dadf6e7b5f08d1144f46c6e31dabedff6bf7e8770dd28042a63

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.164941Z digest=sha256:9981cab88c692a08576dd663fe1791bd4fa8221fdc1df9e4a83ec5acbb023e70

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.241930Z digest=sha256:fa3150e1e82ecda8f027a8b97251641c22ae0b15dd6feb570edf4857adb5442d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.379310Z digest=sha256:ff4bb0a017f1ac9aa73862ab0b8bfd127088ce60f1a15d26fd0d35714f81ecd7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.459094Z digest=sha256:627794d59e2cb9de704e77c1b5a12da7a42448d6a9568922629c653edcfaa757

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:af8cbda6978e6e75cb4e6675e6906cdeae78be732418eaad12507f27b7789449

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=sha256:408ac4e90dd6f18497d198b47d074c669d31a345821bc8257c7d39390ef22c8a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.679431Z digest=sha256:743f2dbea4dc7a3e7b625e4082c9bf32b6d0e15e35dd26f7439d08658b9c955a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.768127Z digest=sha256:f99058277e8dc9f6346fa7cb59dccc53bbf36849b31a664b427140c08a6d57d4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.930041Z digest=sha256:db04e6ecf1b9b5fcef3dbac252efc8a7d9424f2a16260e1c20f0bd244ff93eca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:24:47.545064Z digest=sha256:9312fb08a9f2d852564585d8de4cd369ff640730cc4611c1079ba8e8f1fd493d

Pith citing papers

No inbound Pith citation observations are available.