Paper Citation Record · LEDGER

Large Multimodal Agents: A Survey

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 37 inbound Pith citation observations for arXiv:2402.15116.

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

pith.paper-citation-record.v1
2402.15116 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 37 of 37 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 37 of 37 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:24:50.446116Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T09:07:48.049036Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7bd97203-c6c8-4d65-bb23-8e11cfbce296 · inbound

A Survey on Efficient Inference for Large Language Models cites this paper.

A Survey on Efficient Inference for Large Language Models Large Multimodal Agents: A Survey

Reference 298

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:33.575547Z

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.

Observation 9b14a2b8-40a2-4d26-80d6-41f4d12ee8f1 · inbound

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? cites this paper.

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Large Multimodal Agents: A Survey

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:55:40.884165Z

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.

Observation 1727ab36-8d02-4368-a557-82c30127ae44 · inbound

Retrieval-Augmented Generation for Natural Language Processing: A Survey cites this paper.

Retrieval-Augmented Generation for Natural Language Processing: A Survey Large Multimodal Agents: A Survey

Reference 184

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:08:35.594993Z

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.

Observation 61bc92fe-f535-4189-b836-8fc7225e2706 · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey Large Multimodal Agents: A Survey

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:28.039800Z

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.

Observation 6b8baf50-50fc-4489-ac81-7eccc8655f94 · inbound

InSTA: Towards Internet-Scale Training For Agents cites this paper.

InSTA: Towards Internet-Scale Training For Agents Large Multimodal Agents: A Survey

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T14:24:50.446116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547a527c-a1f7-46b0-9b23-f8554b909ff2 · inbound

Harnessing Vision Models for Time Series Analysis: A Survey cites this paper.

Harnessing Vision Models for Time Series Analysis: A Survey Large Multimodal Agents: A Survey

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T23:27:13.332029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad5e7ec5-97c4-4b7a-93e7-5aff8a9f2120 · inbound

LLM-Powered AI Agent Systems and Their Applications in Industry cites this paper.

LLM-Powered AI Agent Systems and Their Applications in Industry Large Multimodal Agents: A Survey

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:06:37.943060Z

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.

Observation 76119cef-610b-4cf5-941f-d4d7999768d5 · inbound

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? cites this paper.

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? Large Multimodal Agents: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:11.620669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be487a59-0ac6-4069-8945-8349a0dedbd3 · inbound

FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks cites this paper.

FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks Large Multimodal Agents: A Survey

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T14:37:35.799963Z

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.

Observation 571c231a-425d-47f9-b608-2e5bb469bbbf · inbound

FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks cites this paper.

FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks Large Multimodal Agents: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:11:57.352926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d38a11e-35f0-43d8-a017-45eca82fbdc1 · inbound

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments cites this paper.

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments Large Multimodal Agents: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:42:32.798379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44bc4e89-6678-4444-b925-14a68984d6f6 · inbound

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy cites this paper.

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy Large Multimodal Agents: A Survey

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:01.033693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e00334d-a644-47be-ae29-b0c17baae915 · inbound

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond Large Multimodal Agents: A Survey

Reference 222

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:34.549165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 498bf72b-b4fa-40f1-a079-858d25e9bb2a · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities Large Multimodal Agents: A Survey

Reference 238

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:54.729073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a112c35-61ce-4add-b2b9-ad3c1a90411b · inbound

AI Agents and Agentic AI-Navigating a Plethora of Concepts for Future Manufacturing cites this paper.

AI Agents and Agentic AI-Navigating a Plethora of Concepts for Future Manufacturing Large Multimodal Agents: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:55:26.612502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ba5b95-d048-4c3d-adcc-9757eb13e694 · inbound

H2HTalk: Evaluating Large Language Models as Emotional Companion cites this paper.

H2HTalk: Evaluating Large Language Models as Emotional Companion Large Multimodal Agents: A Survey

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:13:29.225522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f975698-f196-4643-939a-8f482f3ce123 · inbound

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R cites this paper.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Large Multimodal Agents: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.530368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c79fc6c-5692-48db-a413-ec83758c0a2a · inbound

Separating Shared and Domain-Specific LoRAs for Multi-Domain Learning cites this paper.

Separating Shared and Domain-Specific LoRAs for Multi-Domain Learning Large Multimodal Agents: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T04:51:51.808479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc3317f-0044-4f5b-8930-7c461e447166 · inbound

Can VLMs Recall Factual Associations From Visual References? cites this paper.

Can VLMs Recall Factual Associations From Visual References? Large Multimodal Agents: A Survey

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T17:20:09.852081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba59b81e-0967-4dc3-868a-10fbf0be5475 · inbound

SasAgent: Multi-Agent AI System for Small-Angle Scattering Data Analysis cites this paper.

SasAgent: Multi-Agent AI System for Small-Angle Scattering Data Analysis Large Multimodal Agents: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:43.093769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd1b79bf-6f97-437e-9484-71204811695c · inbound

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services cites this paper.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Large Multimodal Agents: A Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:55.140398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99a4d9aa-e189-4486-b4b1-2a1b7afb8a03 · inbound

Formalizing the Safety, Security, and Functional Properties of Agentic AI Systems cites this paper.

Formalizing the Safety, Security, and Functional Properties of Agentic AI Systems Large Multimodal Agents: A Survey

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:41:00.482230Z

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.

Observation dc60c76b-6214-483a-be42-cdb79f00c89d · inbound

Human-Agent Collaborative Paper-to-Page Crafting cites this paper.

Human-Agent Collaborative Paper-to-Page Crafting Large Multimodal Agents: A Survey

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T08:40:51.196641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb6a1a1-0756-444b-ba0c-414be4942486 · inbound

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs cites this paper.

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs Large Multimodal Agents: A Survey

Reference 119

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:00:40.480054Z

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.

Observation b9611ff0-b530-4cc6-891c-ddf680381fae · inbound

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses cites this paper.

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses Large Multimodal Agents: A Survey

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:20:16.407108Z

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.

Observation 2a99e6f8-c524-448c-96a2-ce1119528069 · inbound

From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents cites this paper.

From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents Large Multimodal Agents: A Survey

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:10:13.100889Z

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.

Observation 46309d11-72cb-44a5-add1-678289556243 · inbound

SGTA: Scene-Graph Based Multi-Modal Traffic Agent for Video Understanding cites this paper.

SGTA: Scene-Graph Based Multi-Modal Traffic Agent for Video Understanding Large Multimodal Agents: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T12:31:42.782821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f617e8a-6e47-49b3-87a1-05614046708c · inbound

OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning cites this paper.

OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning Large Multimodal Agents: A Survey

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:56:47.738283Z

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.

Observation a7b806be-2f91-4e73-a25d-6fff87641245 · inbound

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning cites this paper.

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning Large Multimodal Agents: A Survey

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:19:27.880718Z

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.

Observation 7bd33008-9b59-40b8-a672-5271b09fe1fc · inbound

MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory cites this paper.

MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Large Multimodal Agents: A Survey

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:05:04.023680Z

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.

Observation a0fa33ef-b1e2-44be-a90e-0a4a59c37316 · inbound

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks cites this paper.

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks Large Multimodal Agents: A Survey

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:27:30.599891Z

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.

Observation a9dabc93-ea87-4add-8e3f-dd6e4fddb564 · inbound

MedCTA: A Benchmark for Clinical Tool Agents cites this paper.

MedCTA: A Benchmark for Clinical Tool Agents Large Multimodal Agents: A Survey

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:07:48.050505Z

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.

Observation e5284993-19f4-4b2c-bacb-8e9dfe4a1386 · inbound

OmniPresent: Generating Coherent Presentation Suites from Scientific Papers cites this paper.

OmniPresent: Generating Coherent Presentation Suites from Scientific Papers Large Multimodal Agents: A Survey

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-12T09:30:41.159870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f2ad5d-654e-4c16-a54b-43326daded55 · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World Large Multimodal Agents: A Survey

Reference 267

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260ad4bc-e197-4cd7-86f6-40fdef60b238 · inbound

A Comprehensive Study of Implementation Bugs in Multi-modal Agents cites this paper.

A Comprehensive Study of Implementation Bugs in Multi-modal Agents Large Multimodal Agents: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T10:41:33.954036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac34736e-a850-4fe9-aad1-ec334beab0a8 · inbound

Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving cites this paper.

Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving Large Multimodal Agents: A Survey

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-01T20:54:17.402705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a086dd-5d1e-4511-b9d7-4a0e8271556c · inbound

A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures cites this paper.

A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures Large Multimodal Agents: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T18:12:42.349059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.