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Paper Citation Record · LEDGER

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage

As of 9 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.25828.

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

pith.paper-citation-record.v1
2607.25828 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:26:41.722812Z

measured 62 of 62 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

62 of 62 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 573c8a2e-3616-4210-bedb-9f2a83eacf81 · outbound

This paper cites Fujitsu, KDDI successfully turns on the world’s first 5G standalone open RAN site powered by vRAN in Japan,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Fujitsu, KDDI successfully turns on the world’s first 5G standalone open RAN site powered by vRAN in Japan,

Reference 1

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source=pdf_text observed=2026-08-01T01:26:37.439966Z digest=sha256:a87aaaa4be7c0e3721575e0e92ce097baa1b37bf9aaaeec8b78a5eeda30ca2ff

Observation fa98a6fb-4faa-4e79-87d1-f283f2b3852b · outbound

This paper cites NTT DOCOMO offers open RAN product set to other telcos,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage NTT DOCOMO offers open RAN product set to other telcos,

Reference 2

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source=pdf_text observed=2026-08-01T01:26:37.501808Z digest=sha256:dce42f3e6bad719df70818251c3ad1ea96319321bf8960ecbcfcd4ba626f8fd0

Observation 3880c6a9-4cba-4bae-9f3c-7c6866fa555f · outbound

This paper cites AT&T to accelerate open and interoperable radio access networks (RAN) in the United States through new collaboration with Ericsson,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage AT&T to accelerate open and interoperable radio access networks (RAN) in the United States through new collaboration with Ericsson,

Reference 3

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source=pdf_text observed=2026-08-01T01:26:37.563802Z digest=sha256:911a3edc838b4073896de5b2c2cb5bfdbe143be7fceba05d4389601c475fa4eb

Observation 70762b3f-a578-40b7-9378-554439b5190d · outbound

This paper cites Major European operators sign open RAN MoU,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Major European operators sign open RAN MoU,

Reference 4

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source=pdf_text observed=2026-08-01T01:26:37.623133Z digest=sha256:9b19b8795ed5c46dacfb0d34cbeead193648f21df9c026931daaae1303347911

Observation cfd84b33-57df-4846-9ce9-4a889a55b94c · outbound

This paper cites Amarisoft powered Orange 5G at Olympics in best open RAN example yet,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Amarisoft powered Orange 5G at Olympics in best open RAN example yet,

Reference 5

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source=pdf_text observed=2026-08-01T01:26:37.757783Z digest=sha256:f68257926d9c06402e0b98f301498c2d0b731104d4ebfed9b3d88e2b4a49bd9c

Observation 4e768990-5c63-407b-8e44-aca92e9696fc · outbound

This paper cites O-ran control, user and synchronization plane specification 20.0,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran control, user and synchronization plane specification 20.0,

Reference 6

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source=pdf_text observed=2026-08-01T01:26:37.804735Z digest=sha256:4b7ba0e8705ce4be20ec372b9a5e048552f8c6a39612441ae1c326fc05661136

Observation 8ea049a3-6c9b-4d3b-87dd-77b487bbcaa2 · outbound

This paper cites O-ran nr c-plane profile 17.0,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran nr c-plane profile 17.0,

Reference 7

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source=pdf_text observed=2026-08-01T01:26:37.904432Z digest=sha256:a17fa3493ec029691613c9ccf98d8ae844a463d348c7f76c081753f94855ecd6

Observation 25323c21-37ee-455a-9cda-2f6dc7cb3139 · outbound

This paper cites 5greasoner: A property-directed security and privacy analysis frame- work for 5g cellular network protocol,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5greasoner: A property-directed security and privacy analysis frame- work for 5g cellular network protocol,

Reference 8

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Observation dfe7f9ff-c0ab-4e88-8fd7-6451731c8e0e · outbound

This paper cites The cost of securing o-ran,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage The cost of securing o-ran,

Reference 9

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Observation 4eda9697-4c20-40a1-8aa2-b8a8b8b8591c · outbound

This paper cites Securing o-ran open interfaces,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Securing o-ran open interfaces,

Reference 10

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source=pdf_text observed=2026-08-01T01:26:38.182208Z digest=sha256:9303085d2d924b3cf4f4c86e26106487c57afab6928ccbbe03326fe9645cb50d

Observation 386d776d-f398-46e8-a21c-49f0a5eec267 · outbound

This paper cites On the criticality of integrity protection in 5g fronthaul networks,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage On the criticality of integrity protection in 5g fronthaul networks,

Reference 11

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Observation b603666a-cd99-420e-a2a1-a89ae1def171 · outbound

This paper cites 5g- muffler: Covert dos attacks over open fronthaul interface of o-ran 5g network,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5g- muffler: Covert dos attacks over open fronthaul interface of o-ran 5g network,

Reference 12

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source=pdf_text observed=2026-08-01T01:26:38.298830Z digest=sha256:798b8554d48737cdea7ba30f475b59ba422b9f5dea47fcd581b0211ff00545ae

Observation 2975048a-2ccd-4e65-b886-798e1b811d16 · outbound

This paper cites Det-ran: Data-driven cross-layer real-time attack detection in 5g open rans,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Det-ran: Data-driven cross-layer real-time attack detection in 5g open rans,

Reference 13

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source=pdf_text observed=2026-08-01T01:26:38.352744Z digest=sha256:6b759b61ddd1b36e8cec0315d45da11c6669df4f01f8b938e5173ac16d4043a5

Observation 1de90c76-8d90-4d77-b126-d18d522afa74 · outbound

This paper cites 5g- spector: An o-ran compliant layer-3 cellular attack detection service.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage 5g- spector: An o-ran compliant layer-3 cellular attack detection service

Reference 14

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source=pdf_text observed=2026-08-01T01:26:38.400876Z digest=sha256:8aeab72744fe6c2909d5fbfa7c7bf56c206f3ca82d9881468dd121daadf063a3

Observation 478aa4bf-a75e-487f-b12e-8aeb25b9cb69 · outbound

This paper cites Nuberu: Reliable ran virtualization in shared platforms,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Nuberu: Reliable ran virtualization in shared platforms,

Reference 15

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Observation 55dc5a88-05c0-4186-92ec-7350c5320ac5 · outbound

This paper cites Enabling resilience in virtualized rans with atlas,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Enabling resilience in virtualized rans with atlas,

Reference 16

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Observation c0b0a166-c4e8-4478-9c06-9fc3b8afb161 · outbound

This paper cites Security threat modeling and risk assessment 8.0,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Security threat modeling and risk assessment 8.0,

Reference 17

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Observation 3437b88e-714a-40ec-a7b3-feb2d9bde9b7 · outbound

This paper cites Attacking O-RAN inter- faces: Threat modeling, analysis and practical experimentation,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Attacking O-RAN inter- faces: Threat modeling, analysis and practical experimentation,

Reference 18

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Observation 8482e118-22eb-4e78-89b8-67095eb2c24e · outbound

This paper cites Security testing the o-ran near-real time ric & a1 interface,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Security testing the o-ran near-real time ric & a1 interface,

Reference 19

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Observation f2625e8d-490b-43bf-97bf-cdb83cc1b411 · outbound

This paper cites Automating diagnosis of cellular radio access network problems,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Automating diagnosis of cellular radio access network problems,

Reference 20

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source=pdf_text observed=2026-08-01T01:26:38.706604Z digest=sha256:c86afbf54e51d05948516ceab644adbb813b79561e1b4bfb1792203c31bfa165

Observation f3a5a270-ff16-4940-8375-0ccf73a676f1 · outbound

This paper cites Robust procedural learning for anomaly detection and observability in 5g ran,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Robust procedural learning for anomaly detection and observability in 5g ran,

Reference 21

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source=pdf_text observed=2026-08-01T01:26:38.737580Z digest=sha256:49bb4a409b3382253ab1d37e95565fbc6091e8443b6073f93a31a352b7ca58fb

Observation 0bc28edd-a2ed-4f3a-9e11-15711a2475c2 · outbound

This paper cites Interpretable unsupervised anomaly detection for ran cell trace analysis,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Interpretable unsupervised anomaly detection for ran cell trace analysis,

Reference 22

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Observation 21d4e91a-67ab-45a3-9e22-c5432e5f586c · outbound

This paper cites Spotlight: Accurate, explainable and efficient anomaly detection for open ran,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Spotlight: Accurate, explainable and efficient anomaly detection for open ran,

Reference 23

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Observation 1fc1208c-3a9d-4aa3-90d4-11f0081e58b5 · outbound

This paper cites Structural agnostic modeling: Adversarial learning of causal graphs,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Structural agnostic modeling: Adversarial learning of causal graphs,

Reference 24

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Observation bb86061a-d8cb-4532-882c-4d859f0ad647 · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 25

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Observation 36273d3f-abea-4408-8229-245e8f7525b4 · outbound

This paper cites Talk like a Graph: Encoding Graphs for Large Language Models.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Talk like a Graph: Encoding Graphs for Large Language Models

Reference 26

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Observation 6c701bba-d1e9-42ea-ae9a-23ff282b61a2 · outbound

This paper cites NR C-plane profile 17.0,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage NR C-plane profile 17.0,

Reference 27

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source=pdf_text observed=2026-08-01T01:26:39.306976Z digest=sha256:ec19dd20001c70e125968fd16bb6f9cb08e10373f120388645e1bf477b33e83f

Observation 72afb6b4-bd55-4fd4-ae27-fb4fcba5b956 · outbound

This paper cites O-ran E2 general aspects and principles (e2gap) 8.0,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage O-ran E2 general aspects and principles (e2gap) 8.0,

Reference 28

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Observation 43a00196-383f-42c8-92d6-06b94828ba28 · outbound

This paper cites A1 interface: General aspects and princi- ples (A1GAP) 5.03,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage A1 interface: General aspects and princi- ples (A1GAP) 5.03,

Reference 29

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Observation 08cf81ee-590b-40d6-aeb8-0288c8bc06f8 · outbound

This paper cites Computer Security Incident Handling Guide,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Computer Security Incident Handling Guide,

Reference 30

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Observation 00a1a805-3580-4016-b004-9d778850e9ea · outbound

This paper cites Mitigating the latency-accuracy trade-off in mobile data analytics systems,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Mitigating the latency-accuracy trade-off in mobile data analytics systems,

Reference 31

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Observation 6c78aeb1-fb7a-4b83-94ea-fe9af352e10d · outbound

This paper cites Adapting foundation models for operator data analytics,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Adapting foundation models for operator data analytics,

Reference 32

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source=pdf_text observed=2026-08-01T01:26:39.629478Z digest=sha256:0c798f6a6087d81382f1d300b9a5c0dc1a725b9da86ad31e318f337a2b363cc8

Observation 82bf97ab-33d5-439a-8951-52e9af015cbb · outbound

This paper cites FiGHT: 5G Hierarchy of Global Adversary Threats,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage FiGHT: 5G Hierarchy of Global Adversary Threats,

Reference 33

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Observation d8e91d2a-fd07-4905-8cb3-960be21ae38e · outbound

This paper cites Flow-of-action: Sop enhanced llm-based multi- agent system for root cause analysis,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Flow-of-action: Sop enhanced llm-based multi- agent system for root cause analysis,

Reference 34

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source=pdf_text observed=2026-08-01T01:26:39.731793Z digest=sha256:c3830aa475471560aa54e42187dcc115a3bb2c0de919581b3688206790f19867

Observation 75036544-6392-43c0-a33f-362c56f796f7 · outbound

This paper cites Large language models can provide accurate and interpretable incident triage,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Large language models can provide accurate and interpretable incident triage,

Reference 35

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Observation 0358ce78-bf52-4d55-8b92-c813fe73c3b6 · outbound

This paper cites Lost in the middle: How language models use long contexts,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Lost in the middle: How language models use long contexts,

Reference 36

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source=pdf_text observed=2026-08-01T01:26:40.001028Z digest=sha256:3399b9473b7d11fbd607134f91b521afb5379496330d26399b56bdf886eae388

Observation 3c52cbb8-1775-4d40-b2f2-076f5e89b38b · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Chain-of-thought prompting elicits reasoning in large language models,

Reference 37

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source=pdf_text observed=2026-08-01T01:26:40.064123Z digest=sha256:e050b1671f9432f15972e0304379c5553aabcd05d1d9acf430d0f6076656965c

Observation ea65cdb5-81b3-4152-bf3e-4803732a2c85 · outbound

This paper cites Meta prompting for ai systems,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Meta prompting for ai systems,

Reference 38

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source=pdf_text observed=2026-08-01T01:26:40.122463Z digest=sha256:cd0c49567014bdafa919d34a6c06f0501ab4a06f5347bf02302528837318aa6b

Observation 0a230d75-64f3-4308-934f-a50a1c1456a3 · outbound

This paper cites Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection

Reference 39

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source=pdf_text observed=2026-08-01T01:26:40.189581Z digest=sha256:8cad5f789dc8c41c1772bd730bb3859d695514f3421dc1bced3e6263c1d25288

Observation 09d919b4-cded-4687-8456-2451fbaaa468 · outbound

This paper cites Netllm: Adapting large language models for networking,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Netllm: Adapting large language models for networking,

Reference 40

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source=pdf_text observed=2026-08-01T01:26:40.231138Z digest=sha256:c2027aa2390ee283f6cfa21088986230d3a25a7557b24387a003efa9db03519f

Observation 97c3f834-0222-4d59-9707-996dffa7dc4a · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage ReAct: Synergizing reasoning and acting in language models,

Reference 41

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source=pdf_text observed=2026-08-01T01:26:40.287373Z digest=sha256:8cd6336b4adef8279918e3263db282135d669dae74fdac81558f5362f93fd55b

Observation 4762c0fd-7aab-4911-8382-2dcc5505e8f0 · outbound

This paper cites (2024) Langgraph.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2024) Langgraph

Reference 42

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source=pdf_text observed=2026-08-01T01:26:40.349764Z digest=sha256:13fd31a093635230afd7f5271d4605a628d397a31ddb0fe774e8137e0c25cc62

Observation 677e0fea-bb05-43a6-8075-e0178834c604 · outbound

This paper cites Spirtes, C.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Spirtes, C

Reference 43

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source=pdf_text observed=2026-08-01T01:26:40.407694Z digest=sha256:2ca22aece016286f588ce0c5530bbdb5ffcf6fe8eb2d913c0733e4d369c0a1d1

Observation f56ae7f2-1ce9-4cb0-95ab-ddc5c976fc8f · outbound

This paper cites Root cause analysis of failures in microservices through causal discovery,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Root cause analysis of failures in microservices through causal discovery,

Reference 44

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source=pdf_text observed=2026-08-01T01:26:40.511977Z digest=sha256:4c412612435d904eb9672870b4b2b87c85f7adc87791ed8d9cd9f8b1ece103d7

Observation ca99a170-c836-4521-bcc0-034f5c86b03e · outbound

This paper cites Generative adversarial nets,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Generative adversarial nets,

Reference 45

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source=pdf_text observed=2026-08-01T01:26:40.675706Z digest=sha256:9f2ccd74f04a9678824b7254f6b392fe145dd6634c9356e3e4e6d8bb7e163731

Observation 47c62fd3-ba7e-4181-a9c6-fafcc5e74441 · outbound

This paper cites Statistical learning with sparsity,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Statistical learning with sparsity,

Reference 46

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source=pdf_text observed=2026-08-01T01:26:40.789273Z digest=sha256:46eea20683ee157e2e9dedfd89a7a496b33a6ea3212dd11d73b6d4301938465b

Observation 0fe22fef-1347-429a-8dc5-5c6cc75bcaca · outbound

This paper cites Benchmarking graph neural networks,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Benchmarking graph neural networks,

Reference 47

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source=pdf_text observed=2026-08-01T01:26:40.876624Z digest=sha256:4e6bb8743b1553667540b4898b6f858039c49141d6f1b0e8a6b6b94b6af4ed84

Observation 03bb8936-d8f7-4be8-964c-f3a358d3582a · outbound

This paper cites How Powerful are Graph Neural Networks?.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage How Powerful are Graph Neural Networks?

Reference 48

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source=pdf_text observed=2026-08-01T01:26:40.937243Z digest=sha256:2953573841b468afbab68afdc440cb354b49bbf0255280a0efe651ed26dd3dfb

Observation 308a6781-fa8d-45ab-8650-ed049a717cd9 · outbound

This paper cites The Llama 3 Herd of Models.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage The Llama 3 Herd of Models

Reference 49

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source=pdf_text observed=2026-08-01T01:26:40.994317Z digest=sha256:bd1869f0ea73819e262294b4ce72e95a834aa230c7f802fce1a75d97ae6d4005

Observation 270b1107-5209-4b4a-884d-e16863b0c7dd · outbound

This paper cites (2026) O-ran software community.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) O-ran software community

Reference 50

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source=pdf_text observed=2026-08-01T01:26:41.060335Z digest=sha256:daee36c15fe86d5379145d6ff10d6b316947e96777b7b2e853ff8c666aa1cafc

Observation 10180203-974f-477d-8944-eadc8837a035 · outbound

This paper cites (2026) srsran.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) srsran

Reference 51

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source=pdf_text observed=2026-08-01T01:26:41.111656Z digest=sha256:c2ba36ba515370aff322302a30aca4209c109f7f83a95b14987690bde568ae9d

Observation 8fdd21e5-529e-4c5d-b3e9-565dda1b1e6d · outbound

This paper cites (2026) Open5gs.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) Open5gs

Reference 52

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source=pdf_text observed=2026-08-01T01:26:41.169549Z digest=sha256:fa588502af30ce6fc966b6061aff73579ccf652ae7bf0c2a72f2106c69f375dc

Observation 3e3ab1de-41d5-47af-b766-c94e6e544dbc · outbound

This paper cites (2026) Gemma 4.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage (2026) Gemma 4

Reference 53

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source=pdf_text observed=2026-08-01T01:26:41.236307Z digest=sha256:07ba92ba3f1728bb67255af4b94c5347cb1f41713fca3bd02e50de676a920584

Observation 975e5110-58fe-4e73-8da4-1ea775b62c96 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Gemma: Open Models Based on Gemini Research and Technology

Reference 54

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source=pdf_text observed=2026-08-01T01:26:41.297604Z digest=sha256:6481eae15f5b1aae063fd8bd4eff0b2228685dc0af42764d4f16d761f9077a2f

Observation e2bfb0f8-5b3c-4ca1-b13a-106c458c7149 · outbound

This paper cites FALCON: An accurate real-time monitor for client-based mobile network data analytics.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage FALCON: An accurate real-time monitor for client-based mobile network data analytics

Reference 55

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source=pdf_text observed=2026-08-01T01:26:41.357529Z digest=sha256:dacefd3bd9418fb3f5acc6727100df72fed8aee793e7814beef6e24bae42687a

Observation cc6fa238-4d05-4246-91df-058399683ddd · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Bleu: a method for automatic evaluation of machine translation,

Reference 56

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source=pdf_text observed=2026-08-01T01:26:41.423481Z digest=sha256:e02150bc0e375ee4056fe8b76250a84e0477bb4cd11883d3866af37a2ce763e9

Observation e30b43ed-4fea-4e22-8bd2-7ad735f8a9db · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,

Reference 57

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source=pdf_text observed=2026-08-01T01:26:41.470058Z digest=sha256:6cef7bfe65e3beddc5aaf7829518362b78726c9ce31af198cb10d42f24bfed60

Observation 26d5d19d-edc3-46d1-82c8-c6f617509b99 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Rouge: A package for automatic evaluation of summaries,

Reference 58

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source=pdf_text observed=2026-08-01T01:26:41.507240Z digest=sha256:6c7229d4a671305be93f3e388d3da8fc8959a3da1f415d7db9327d4d0cc4ad72

Observation 2cc5304e-2841-48eb-9cb9-8d75a40c5f1d · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage BERTScore: Evaluating Text Generation with BERT

Reference 59

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source=pdf_text observed=2026-08-01T01:26:41.552215Z digest=sha256:75af9c6279ab51a043af157261e8ed634a09a4b081378d7350f2d01c94198786

Observation b7509c4a-0cec-4fbc-ac66-feda6e420314 · outbound

This paper cites an unresolved cited work.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-01T01:26:41.592862Z digest=sha256:f16f35c96884e2696fa7bc4f36f1c8a8c03fc0498564ce20011f57f4246285c5

Observation 170d1091-75a9-4457-bf36-207171307c54 · outbound

This paper cites an unresolved cited work.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-01T01:26:41.660899Z digest=sha256:d1ecee21feff7a47a943277bb074f23af683480ea9bff88075c04afeff50abf8

Observation b2623429-d362-4578-9999-f73841b16e09 · outbound

This paper cites HYPERP ARAMETERS AND TRAINING DETAILS D.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage HYPERP ARAMETERS AND TRAINING DETAILS D

Reference 62

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source=pdf_text observed=2026-08-01T01:26:41.722812Z digest=sha256:28f510d751e9eb0821bcf5bf9d6bdf58a47620a657e3f14093c475987eefad91

Pith citing papers

No inbound Pith citation observations are available.