Paper Citation Record · LEDGER

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.06189.

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

pith.paper-citation-record.v1
2508.06189 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:55:15.302850Z

measured 38 of 38 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

38 of 38 outbound references displayed

verified exact1
verified fuzzy9
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5610d58-be03-49c2-b7f3-85cec6acadb5 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.197278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c6a3c4e-7ad5-4af7-8439-6232d1b9ecc2 · outbound

This paper cites write newline.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.201013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de4d681-8bf8-4c4d-b47d-942cca0ad0b3 · outbound

This paper cites GPT-4 Technical Report.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.204641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6b892d-8644-451e-ae4e-9f91cf61ab2b · outbound

This paper cites A.; and Singh, D.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration A.; and Singh, D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.729153Z

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.

Observation a0041d4b-e500-4daf-a700-5f5c928ef72b · outbound

This paper cites A.; and Singh, D.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration A.; and Singh, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.719653Z

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.

Observation 3d4d2419-dd1b-4564-bd47-ac85ab217bf9 · outbound

This paper cites Qwen Technical Report.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Qwen Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.214218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c5e4fc-8fe9-4d5e-abc7-746cad4b36ac · outbound

This paper cites Qwen2.5-VL Technical Report.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Qwen2.5-VL Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.217380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30fc41f-d6c9-4e46-8326-3ebb711334c4 · outbound

This paper cites Experience Grounds Language.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Experience Grounds Language

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.220627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ef5ef00-ebf8-465f-ac33-e21d3e0d50c5 · outbound

This paper cites Deep Learning for Anomaly Detection: A Survey.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Deep Learning for Anomaly Detection: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.223752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83462efe-ca54-4bf7-9957-75dbcae31ed3 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.711035Z

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.

Observation aaf10c8d-0bd2-40c2-9b52-52a38636f9b5 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.229539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9fbe0b-81d2-41bc-8449-fe1e10332703 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.232873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 551df111-f800-400e-8524-69304f3348cf · outbound

This paper cites D.; Salvadeo, D.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration D.; Salvadeo, D

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.702759Z

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.

Observation 307f0711-2640-46e5-807d-a2ffcc3ad52c · outbound

This paper cites K.; and Davis, L.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration K.; and Davis, L

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.693643Z

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.

Observation a1f2ce2a-ac6f-49f4-9eb6-30ec00cf7408 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.241696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53c4077-073b-40f8-aa31-c5186bc4f12f · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.685075Z

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.

Observation 9bb35089-aca0-4979-be86-857c53ce234d · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.677233Z

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.

Observation 13d8fbd5-bd48-4a3f-a4f3-a09d6b25eac4 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.249460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5884e82-e8c5-4a19-811d-7555084afde7 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.252310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a352ec-5144-4b92-9257-3a61c638a8a4 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.255649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef81027-3bcd-43ed-94b4-d5c079a441ac · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.658738Z

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.

Observation b9b5cc86-4986-4a3c-b505-79715f7049ed · outbound

This paper cites A.; Abreu-Pederzini, J.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration A.; Abreu-Pederzini, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.651453Z

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.

Observation 24095bc2-5853-49fb-b1e9-87bdce1ea494 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.643947Z

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.

Observation 3f9b533d-66d6-421e-be50-76a9482f2cf6 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.635941Z

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.

Observation 2ba41d07-6e18-4956-8d4c-848de23cbb5f · outbound

This paper cites A.; Pazho, A.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration A.; Pazho, A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.628071Z

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.

Observation b1d2a655-a5ef-4b10-b923-a9de43f65d6a · outbound

This paper cites A.; Pazho, A.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration A.; Pazho, A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.620375Z

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.

Observation 5889eee2-b592-4f14-b054-14520cfe9b2e · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.612767Z

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.

Observation 6ad9f011-c800-4e3e-bb5b-7a02ba30256c · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.604822Z

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.

Observation e5aac037-a351-49ed-b948-cd85d9396370 · outbound

This paper cites V.; Raghuwanshi, Y.; Dogra, D.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration V.; Raghuwanshi, Y.; Dogra, D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.597287Z

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.

Observation e837cc81-3032-4a7f-a807-9b9901e3ce50 · outbound

This paper cites QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.281023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c4c94b-cf92-4010-85f8-56e0b5aa3e67 · outbound

This paper cites GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:55:15.351853Z

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.

Observation 12b8a712-09b3-4b56-879c-75c09a65b09a · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.588709Z

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.

Observation 1c88ce37-6d47-4fac-96b6-d780e3cc8f27 · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.579667Z

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.

Observation 0ec823a2-7ed7-4144-a1b2-5ecdb4854a6b · outbound

This paper cites AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.291491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057e124e-4936-4721-910a-8850008327cd · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.570820Z

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.

Observation 1072a8dc-b049-4ace-b3c5-6f95562702dc · outbound

This paper cites Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:15.297264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839a7938-b95b-44f5-917f-c3508452ea9f · outbound

This paper cites an unresolved cited work.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:55:15.562092Z

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.

Observation 596e2819-2cbd-4166-8cc5-157f63d9d2c5 · outbound

This paper cites j.; Gui, L.; Fu, D.; Feng, J.; Liu, Z.; and Li, C.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration j.; Gui, L.; Fu, D.; Feng, J.; Liu, Z.; and Li, C

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:55:15.553053Z

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.

Pith citing papers

No inbound Pith citation observations are available.