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Paper Citation Record · LEDGER

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways

As of 7 August 2026, this Paper Citation Record lists 100 of 149 outbound references and 0 inbound Pith citation observations for arXiv:2607.00316.

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

pith.paper-citation-record.v1
2607.00316 v1

Coverage vector

measured 100 of 149 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T00:56:40.518107Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

100 of 149 outbound references displayed

  • verified exact12
  • verified fuzzy84
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30df9d9b-984e-4431-8c45-c6f54aa1e664 · outbound

This paper cites Advancing llm-based security automation with customized group relative policy optimization for zero-touch networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Advancing llm-based security automation with customized group relative policy optimization for zero-touch networks,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e5861dae-ab03-423a-a1d4-4cb36a5630db · outbound

This paper cites Towards green and sustainable ai-native ran: From prediction to live testbed deployment,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Towards green and sustainable ai-native ran: From prediction to live testbed deployment,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.833611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:8a834b318f0eec08993c818c859620db753f885be6eea411f0443ed122e8a515

Observation 7af693ce-b247-4d81-a36b-bc2a417c7a78 · outbound

This paper cites Semantic radio access networks: Architecture, state-of-the-art, and future directions,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Semantic radio access networks: Architecture, state-of-the-art, and future directions,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.893222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2e76de56ff72f4d8b554f6879a993e0e6ad94c01810c41406f7aea720b4f54ce

Observation 69a89799-1efe-4299-a680-4eeff74f0b22 · outbound

This paper cites Enhanced ground–satellite direct access via onboard rydberg atomic quantum receivers,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Enhanced ground–satellite direct access via onboard rydberg atomic quantum receivers,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.934672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:ba636fa0a20867b21310fbead9c0dc8b4f722e783e70f43568b5c8a426e26bb3

Observation a0fa1637-abbe-4447-b009-c25bde568765 · outbound

This paper cites Complex systems and network science: a survey,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Complex systems and network science: a survey,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.895634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:a19d32d655391617140a982db066482eebbd332d37447e552a36a3a042fa7ac9

Observation 96f1c6cd-8170-455a-bf1c-0321549f7565 · outbound

This paper cites Secure intellicise wireless network: Agentic ai for coverless semantic steganography communication,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Secure intellicise wireless network: Agentic ai for coverless semantic steganography communication,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.893441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e194eb5af6ac7aa6e37d9d31d6b04f3113df4899a1815db7b93d15ba4ca9d47f

Observation feced1a3-abc6-4f53-8624-c8993da186ce · outbound

This paper cites Disentangled dynamic intrusion detection,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Disentangled dynamic intrusion detection,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.034597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:866556035e57d2bbf25fdec4a7f50540d165f774e0c58de2fab4d8a3f0a1745b

Observation 6c28ce5b-368f-4dac-9ea6-ecdb25305e8d · outbound

This paper cites Towards 6g wireless communica- tion networks: Vision, enabling technologies, and new paradigm shifts,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Towards 6g wireless communica- tion networks: Vision, enabling technologies, and new paradigm shifts,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.970320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:3617a68d71f3d93169fcda58c90f5a6c48aee6f07de01b9d7700ec1c833659a8

Observation 6c755432-a9d0-4752-90d0-407e6112196d · outbound

This paper cites Intellicise wireless networks from semantic communications: A survey, research issues, and challenges,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Intellicise wireless networks from semantic communications: A survey, research issues, and challenges,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.964356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:28ab3386d327731ca43f761ffdad791114e8cd5edf0603c5b6a54da82ed02c20

Observation b64cbe3f-88fb-4506-91fc-f18a60e273cf · outbound

This paper cites Modern semantic communications and theoretical and technical system of 6g intellicise networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Modern semantic communications and theoretical and technical system of 6g intellicise networks,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.869726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:59caf1a723c8a862daba23a791b03cca2a6625c54fc3bb1af2dffee0725b29a6

Observation e6604fdf-80f4-44da-bb69-b91df3314cf0 · outbound

This paper cites Physical-layer adversarial robustness for deep learning-based semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Physical-layer adversarial robustness for deep learning-based semantic communications,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.886351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:ab8fad006dfaa1554c2f4fcc45e6ce775728dd87eeaaee32292670ad66594b93

Observation 5e3636c8-660b-4c02-8262-580b1464aea9 · outbound

This paper cites From active to battery-free: Rydberg atomic quantum receivers for self-sustained swipt-mimo networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways From active to battery-free: Rydberg atomic quantum receivers for self-sustained swipt-mimo networks,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.032646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:1f0fc74656b7d661e935651340e29b6ee3cceffe7fe84996b3fb236e4170747f

Observation 4e86091e-1886-4ae7-9b22-6c0e4084a4e3 · outbound

This paper cites Large language models and emergence: A complex systems perspective,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Large language models and emergence: A complex systems perspective,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.860609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:8eaa935c2ea9c1ad369f42cbe5fb152fdb15a6bd9e0142b438d49384533d08ad

Observation 7e48dd8a-f0d0-456e-ae59-642781f0a891 · outbound

This paper cites A survey of the analysis of complex systems based on complex network theory and deep learning,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of the analysis of complex systems based on complex network theory and deep learning,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.779322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:81d3960fca8864d334c5b7ff8b1dcda7dc89d692a7ff92cd3153faf32bc5d181

Observation b7a3d905-0ec9-458e-9ca7-56d1f8eb8587 · outbound

This paper cites State-of-the-art development of complex systems and their simulation methods,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways State-of-the-art development of complex systems and their simulation methods,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.984623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:6a307b1be595484a6e9369d7ebdc749828f3a02914e7bbb6c8059f936089dda4

Observation 6ee92f52-34d3-4d8e-8402-eb38c9a3f94a · outbound

This paper cites Complex Systems: A Survey.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Complex Systems: A Survey

Reference 16

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:13a897d4b86a23097f251a8cb41a4e4c6b2e72056f0d82737ed7d9cbfc5e5578

Observation c5605a9d-bdd6-444a-99f1-8ed19d1c6286 · outbound

This paper cites Turing instability analysis of a rumor propaga- tion model with time delay on non-network and complex networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Turing instability analysis of a rumor propaga- tion model with time delay on non-network and complex networks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.862596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:147717fd7ce4c5624978a12a85ac45921725f06f52bd1b20ad0a3a9b08162a3e

Observation 179c5470-d614-40af-9411-01c7aa545bfb · outbound

This paper cites Semantic-driven dimension reduction for wireless internet of things,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Semantic-driven dimension reduction for wireless internet of things,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.864565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:c6bb38040b74e519d15c3cbeac2595bc119ee2fbea551e422f580b32196397b0

Observation 38663bcd-4b96-43c2-b199-9f7728558b50 · outbound

This paper cites On exploiting network topology for hierarchical coded multi-task learning,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways On exploiting network topology for hierarchical coded multi-task learning,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.987101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:5d3722d14d4cf514838486641e6a417bfe43af5e7df9c442bc21608e081605a4

Observation 2304186c-f732-409a-889c-5ba4a24b5934 · outbound

This paper cites Toward wisdom-evolutionary and primitive- concise 6g: A new paradigm of semantic communication networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Toward wisdom-evolutionary and primitive- concise 6g: A new paradigm of semantic communication networks,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.874024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:9dc04e1d77fafcad5f00e7e75ef606484d85375bbb2d7267aa281c7fed1f549a

Observation d41fd46e-8f7f-44f5-8339-1ba8ba79e53c · outbound

This paper cites A survey of semantic knowledge bases for semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of semantic knowledge bases for semantic communications,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.883809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:43c461b848e2f315ea4261991abb0e3e268535dcda8cdaf471f2c0f67455d9a4

Observation ea44bd9b-0b99-453a-b6a7-ef92c71afdb2 · outbound

This paper cites Toward native ai in 6g standardization: The roadmap of semantic communication.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Toward native ai in 6g standardization: The roadmap of semantic communication

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.989634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e7e976fc5e65aabe3ad3aadb1a9faaf579be24cc9ed2998da195ee1e60130d61

Observation d96b9ce7-6d52-4b01-8c23-5a48276822da · outbound

This paper cites A mathematical theory of communication.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A mathematical theory of communication

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.927950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:467dd88215a314fbb780c2e7a87ec5b8e0c7166364e265890ca225671d31c66b

Observation 15a49873-98bf-41ea-9215-ead87b02545d · outbound

This paper cites Beyond shannon: Semantic information theory and methodology.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Beyond shannon: Semantic information theory and methodology

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.997242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:67c64c191db7f06cd9107b30a910424935f1d840dea8d1aa64e1484789ea5708

Observation 7921052c-46b6-4720-91d4-2242b8d4b8c6 · outbound

This paper cites von Bertalanffy,General System Theory: Foundations, Development, Applications.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways von Bertalanffy,General System Theory: Foundations, Development, Applications

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.979350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:78ee894ff0cde7cc2fe39025fbaf5f93b710343ab5038da12bb6b6d5e8a5430e

Observation da705581-42d6-4c66-b065-058521f84f34 · outbound

This paper cites an unresolved cited work.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-07-06T10:02:15.017643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:3c77b93fa12b50acc20b6df301de8566f5d64ae24284fb9d805f8c381f35e9bd

Observation a0bbcf7d-44e5-471e-9c01-033fc2ccf5f4 · outbound

This paper cites Haken,Synergetics: An Introduction.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Haken,Synergetics: An Introduction

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.878364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e00d014491dd3bae8fe36f65ddd866e692936f13e375d8be81513aeea3c082a3

Observation 8a4ff742-0a4d-4e24-9ef4-ce555d8c9a1b · outbound

This paper cites Jamshidi,System of Systems Engineering: Innovations for the 21st Century.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Jamshidi,System of Systems Engineering: Innovations for the 21st Century

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.847054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:fcad849a3911e0b8910964b6d1e5e508038940a6e07a91c7f3681ba3c712e0b8

Observation 2c794755-b8f9-4c1b-bd72-2d1199b97f25 · outbound

This paper cites Agentic AI Needs a Systems Theory.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Agentic AI Needs a Systems Theory

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.757066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e931409a07480c1396915089fe345c46d570c7b6ab9dc0b749d6857c3da48353

Observation 60e23335-f5cf-4055-8011-d52ce8955c7a · outbound

This paper cites A comprehensive review of recent developments in smart grid through renewable energy resources integration,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A comprehensive review of recent developments in smart grid through renewable energy resources integration,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.844349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:71f2d9eb2018696289f24c6de8aa360ffdf5161f0ffe06fb1c4b0fb8ec86d2d6

Observation 6cfc742c-72ee-4422-b1dd-10c11ad855ff · outbound

This paper cites V on Neumann and O.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways V on Neumann and O

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.802659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2e0b123bcbadb18165c4cb25f85aac997cc0b9f197d571dc4560ade8c6b34865

Observation 6b86b08c-7b6e-4d64-95e7-1e0769ba8162 · outbound

This paper cites Markov games as a framework for multi-agent rein- forcement learning,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Markov games as a framework for multi-agent rein- forcement learning,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.964708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:8ac7585a86582d847487bfff9e17320d9ebc5b88476e7059777a09940e8104f3

Observation 524a2425-6801-4780-b2a6-d72975c3a3aa · outbound

This paper cites Generative adversarial nets,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Generative adversarial nets,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.890987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:631e8749394e49b3059cffdcc0f9dd99b4e47ff249f75ff41e36e76e22ea6745

Observation 68fc57a4-1322-4700-b506-05eb888986bc · outbound

This paper cites Competitive pricing for spectrum sharing in cognitive radio networks: Dynamic game, inefficiency of nash equilibrium, and collusion,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Competitive pricing for spectrum sharing in cognitive radio networks: Dynamic game, inefficiency of nash equilibrium, and collusion,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.019949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2d08b8f288df77198af4b74f60ad7e58f24f0f6b5293d99e999459775119eb26

Observation f328031c-6780-4fd6-9c70-da089f0b4659 · outbound

This paper cites Incentive mech- anism for reliable federated learning: A joint optimization approach to combining reputation and contract theory,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Incentive mech- anism for reliable federated learning: A joint optimization approach to combining reputation and contract theory,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.954371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2fcfcec5f82ed37653e5434adc48ad383acf32958a69d1e7c8acae6dd719b922

Observation 68e1f6d5-f912-4600-9f93-47973fea48b4 · outbound

This paper cites Physical layer security: Coalitional games for distributed cooperation,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Physical layer security: Coalitional games for distributed cooperation,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.903623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:1c7351b7369c0185e486c6b6ff893674aae2fc11ca2e59f1b2ce2705959a2427

Observation b8c1ff19-65e6-47cd-8342-888dd0ba0917 · outbound

This paper cites Wiener,Cybernetics: Or Control and Communication in the Animal and the Machine.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Wiener,Cybernetics: Or Control and Communication in the Animal and the Machine

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.905705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:4a975a4b5b5689ac24cafe7b6fed8956a65c7bd600a94ebfd396e88487bf45a6

Observation 11662163-67fa-4541-98fd-080489f86261 · outbound

This paper cites an unresolved cited work.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-07-06T10:02:14.950020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:18b652e9f872eb367537c98ec89a439c3aed1ac5b1f19d2e3fe6aa961ff2cdb4

Observation 9a7dff7a-e273-4534-971a-b6aa7a4f8a17 · outbound

This paper cites an unresolved cited work.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-07-06T10:02:14.889343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:34888efb64db5c6fa42bf4dd43bcdbc32a7b3cdc9522264ad4490299b6fa4652

Observation b3c1fa13-7f13-44bf-8e75-c485854e47c5 · outbound

This paper cites an unresolved cited work.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-07-06T10:02:14.898281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:4688eb779215d08d194827d386e339e93175662ed8bbc88391fb392d2ceefde0

Observation b64129a7-09de-40aa-85cc-306c05b6b7d5 · outbound

This paper cites Isidori,Nonlinear Control Systems: An Introduction.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Isidori,Nonlinear Control Systems: An Introduction

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.038327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:58de835d947bef2099496d3add8beb4c0fdaceeb9745920ecf8de37a43c990a3

Observation 63ddac96-06a3-401a-8e12-bb4c4ce3647d · outbound

This paper cites A survey of imitation learning: Algorithms, recent developments, and challenges,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of imitation learning: Algorithms, recent developments, and challenges,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.872206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:7520edc8967616481802835b573aac215b14b55db9cd7435deba10d52e295f01

Observation 60071e1d-40ec-47fe-a244-3461bb4bb1a3 · outbound

This paper cites A survey of embodied ai: From simulators to research tasks.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of embodied ai: From simulators to research tasks

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.925684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:ac630d76c4039d1c1b8f4977b46007b7384c005f9a2030c84e4c640e58a284c8

Observation 39b7ca69-7676-46d9-944e-2cfdb427cd8a · outbound

This paper cites Brain-inspired energy effi- cient technologies for next-generation artificial intelligence,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Brain-inspired energy effi- cient technologies for next-generation artificial intelligence,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.999091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:9a30f72b1236e342c5eba5c2850164bcb738dd20647b8f32340b411536061901

Observation 40407889-78ab-41d6-85d9-7232bcbbd905 · outbound

This paper cites Towards semantic-based agent communication networks: Vision, technologies, and challenges.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Towards semantic-based agent communication networks: Vision, technologies, and challenges

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.712759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:697d2e55755014b40bf52c94fc06eb24f1c81c8d30360fa8ec7fa4d0e3f4ca8e

Observation 99fd4d5a-7daf-4bf2-bf51-b13adadf2d53 · outbound

This paper cites The roadmap to 6g: Ai empowered wireless networks.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways The roadmap to 6g: Ai empowered wireless networks

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.759842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:92d171bd73285a1cd7886d9ea7a104e6aca9f48228f3a1bad63b7ce133d7c9bd

Observation 6901f040-6f62-4e40-a2ef-15aba2939368 · outbound

This paper cites Kgrag-sc: Knowledge graph rag-assisted semantic communication,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Kgrag-sc: Knowledge graph rag-assisted semantic communication,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.005647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:18e230f0f62c84db1990cf0801f4ce7fa8073e359c96d75ffb1db1d440d5f595

Observation e352df68-2289-42ba-b2cf-d530ec651400 · outbound

This paper cites Csgo: Generalized optimization for cold start in wireless collaborative edge llm systems,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Csgo: Generalized optimization for cold start in wireless collaborative edge llm systems,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.958177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:078860e5e2d4a696437c49df538f430e61fb7e06d5c18f99ab6ab8315fcfee47

Observation 281612b3-1a94-4353-9d05-5d1483da3c83 · outbound

This paper cites Beyond transmitting bits: Context, se- mantics, and task-oriented communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Beyond transmitting bits: Context, se- mantics, and task-oriented communications,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.975379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:9ef5b1b93b91aff3c4e3393f8780b3f14811b787563f0e0603257b15f88a7042

Observation 888355b2-9d95-4d66-be0b-666c0fc73200 · outbound

This paper cites S-mdma: Sensitivity-aware model division multiple access for satellite-ground semantic communication,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways S-mdma: Sensitivity-aware model division multiple access for satellite-ground semantic communication,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.948122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:1376caeca5107a571fb283f1397caabc71a269c07d44cd30e54f6ef4d7bb5f6b

Observation 3215d58e-f0b1-40df-b18a-9ac03ac9bb42 · outbound

This paper cites 6g network architecture: Qos paradigms and data lifecycle management for next-generation networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways 6g network architecture: Qos paradigms and data lifecycle management for next-generation networks,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.885361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:ba208a30e8ed5cd327afb44d72bb87e5248a8c19882072060def06bc79bf8f69

Observation e05579b8-acaf-481b-9cdf-6ff2c1e93f28 · outbound

This paper cites Sanet: A semantic-aware agentic ai networking framework for cross- layer optimization in 6g,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Sanet: A semantic-aware agentic ai networking framework for cross- layer optimization in 6g,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.812418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:c0ba4c346d297ad73118106d992ce7a3d554d65246b5db189219babfd0a932f5

Observation 64834561-4497-488e-a423-fb70c445f970 · outbound

This paper cites End-to-end intent-based networking,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways End-to-end intent-based networking,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.888513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:f86ff07e8118259e21598671d2dc6ad4c1a0e164c3de233802d9d459adee9f22

Observation 51c50b8e-1a4c-495f-b75c-ca9de3c438ad · outbound

This paper cites Task-oriented 6g native-ai network architecture,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Task-oriented 6g native-ai network architecture,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.865641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:191b3ea4160ad0d50ea13e698ed092ecc5d00c457365437f7ef0111ed82ba8c8

Observation 86f7122f-be45-4936-8b2e-cd9f1fda4f06 · outbound

This paper cites Integrated ai and communications: A two-way catalysis toward 6g and beyond,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Integrated ai and communications: A two-way catalysis toward 6g and beyond,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.939098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:80203ffe68cba61494e7a4db5a095368ee96f35e1a5e96fd4dfe9b3e4637fb9c

Observation ff2bbcec-68ab-434e-ab4e-9b5f7f833021 · outbound

This paper cites Intellicise wireless networks meet agentic AI: A security and privacy perspective.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Intellicise wireless networks meet agentic AI: A security and privacy perspective

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.750510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:03218a7d750e90a31a7e1e9ea3ea8254138e6dd5e81fa562a82071a0b9159885

Observation a5bfded6-cde9-412f-87ef-5fb6e16ceba6 · outbound

This paper cites Apeg: Adaptive physical layer authentication with channel extrapolation and generative ai.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Apeg: Adaptive physical layer authentication with channel extrapolation and generative ai

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.903408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:4fc4a4883750402b9e4f296038b10958c21a3c097f8bde2db758c41ed1e7cdbd

Observation 1dad1593-29cc-4b85-bd45-fd0c5f1116f5 · outbound

This paper cites A survey of machine learning-based physical-layer authentication in wireless communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of machine learning-based physical-layer authentication in wireless communications,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.991103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:da66bc0c427d09977ca995b7acd127a78473c70b906da888d099934f4c53fd7d

Observation 311c59f3-cea7-49e3-995e-a10d61def8ec · outbound

This paper cites Optimization of secrecy rate aided by ris in underlay cognitive networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Optimization of secrecy rate aided by ris in underlay cognitive networks,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.030972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:5952a7f22cc2de70c3d9e296809aab4e4e6a6cfd44d5982ff94a277ff50084c0

Observation 750cf731-d476-4ca6-82d3-00297f32ec0c · outbound

This paper cites Secure semantic communication with homomorphic encryption.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Secure semantic communication with homomorphic encryption

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.761512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:b99f8292a64f18bea303f7c5607c20a84174bce103b2e4a64ef5a4812b63bf13

Observation b85661fd-4710-4097-bf98-fd66cecfaf6d · outbound

This paper cites Security and privacy for 6g: A survey on prospective technologies and challenges,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Security and privacy for 6g: A survey on prospective technologies and challenges,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.935124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:04320c736dbb013385e0cf09097dcd0fd246f7da5e4d618a5fe7ab5900925fff

Observation 75163569-6232-41df-a632-3ccb27308078 · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Semantic communications for future internet: Fundamentals, applications, and challenges

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.960366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:f34b190df11f8b210d72ea3d851c572175022c4cb4ecefaf692958867e366199

Observation 6472c5c6-e69e-46f4-bb93-cd46a18f0ff3 · outbound

This paper cites From large ai models to agentic ai: A tutorial on future intelligent communications.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways From large ai models to agentic ai: A tutorial on future intelligent communications

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.876423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:337bc792c1efc01118855353e01169b5fcc3df929652bec7bf91a24885541b1e

Observation 03df67e5-8ab7-42a5-b31f-19ec89587225 · outbound

This paper cites A survey of secure semantic communica- tions,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A survey of secure semantic communica- tions,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.831174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:7870a16d4104b133ee4edde56fbd703459c26c00e2a9245d10ab8c6862c790b9

Observation eba9d6da-6770-4dd8-88c8-c96c7efb29e3 · outbound

This paper cites Resource allocation in wireless semantic communications: A comprehensive survey,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Resource allocation in wireless semantic communications: A comprehensive survey,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.987320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2025dba5ba60b0991b9d82d35fd11b4b1d757ec17e269c67dd042d3147dabc5c

Observation 1984d18c-600a-4d68-b87a-6775988e9c61 · outbound

This paper cites Impor- tant bits prefix m-ary quadrature amplitude modulation for semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Impor- tant bits prefix m-ary quadrature amplitude modulation for semantic communications,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.968124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:caba449b34eda54be96639b19aacb05d44a2ab5011e32ffb18dbde36239e1421

Observation 0335794a-75f3-41c8-b3ea-204089577cea · outbound

This paper cites Deep joint source- channel coding for wireless image transmission,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Deep joint source- channel coding for wireless image transmission,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.036593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:b52ae5892de98b74d3f6f1d4c28e714529d39994ab0d29247a7210b8340adab9

Observation 35d7c2fd-a83a-4267-ad2f-1825b0474344 · outbound

This paper cites Nonlinear transform source-channel coding for semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Nonlinear transform source-channel coding for semantic communications,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.910238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:abb9437bb8dc5ec3dec369299972c8ce084af55bc391c386021732f571207b7e

Observation c0fd9e83-54c2-4397-8e59-44bfb33b8f36 · outbound

This paper cites Swinjscc: Taming swin transformer for deep joint source-channel coding.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Swinjscc: Taming swin transformer for deep joint source-channel coding

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.945641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:69beeaa0226f26b76f1b2bf0329448d31537c82567263c6d9ecb496b9d0769de

Observation 1f213155-5fc9-4bdf-b23e-f11257483380 · outbound

This paper cites Wireless end-to-end image transmis- sion system using semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Wireless end-to-end image transmis- sion system using semantic communications,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.838460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:7ba1deee897e246b01bac405b2629e53e85fb2244c103ecec193206a0851523c

Observation d2703e40-efd9-4d91-b150-6c9333c41dd6 · outbound

This paper cites Generative semantic communication: Diffusion models beyond bit recovery,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Generative semantic communication: Diffusion models beyond bit recovery,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.871999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:9da08e49089058f467b393aa4a12da8f00d11d5e1822c44e1c90947d19bfe8be

Observation 27118a63-188a-40f5-80d4-6a386d551862 · outbound

This paper cites Generative semantic communication via textual prompts: Latency performance tradeoffs,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Generative semantic communication via textual prompts: Latency performance tradeoffs,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.030464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:d63fd4e20b0cca968a320cfe798f2b260197176d8078655ade237db7dd6f7d5e

Observation f17b69b2-f702-492c-952f-b432ed1bc212 · outbound

This paper cites Plan recognition as planning revisited.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Plan recognition as planning revisited

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.036440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:b67b32937aaf6b16d83fd192a296ec572ae0cd58dfc0048d2354fa81f63ce8b1

Observation b22e0a6b-4e36-4535-91f2-0e50f6e5e2c7 · outbound

This paper cites Neuro-symbolic artificial intelligence (ai) for intent based semantic communication,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Neuro-symbolic artificial intelligence (ai) for intent based semantic communication,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.009802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:dad304f9a36170d39d8a14e2eb6b82889c2838776b7fe1837c8dec5478e9386d

Observation c89f8bc4-4042-4aa6-a22a-0f886874c8c9 · outbound

This paper cites User-Intent-Driven Semantic Communication via Adaptive Deep Understanding.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways User-Intent-Driven Semantic Communication via Adaptive Deep Understanding

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.746583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:5783306a237ff610c043763cf17a37cb4430cf0bc72079e82ae952455e9fc9f2

Observation 222e8116-3c69-44af-a823-919851d700a8 · outbound

This paper cites Generalized User-Oriented Image Semantic Coding Empowered by Large Vision-Language Model.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Generalized User-Oriented Image Semantic Coding Empowered by Large Vision-Language Model

Reference 76

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.764303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:33a30cfb70980266b3960eadc594f53dc781ef803b5c082c9877abb03b97f2ef

Observation 72af1e18-649e-405a-b230-985f69c47f20 · outbound

This paper cites Video tokencom: Textual intent-guided multi-rate video token communications with uep-based adaptive source-channel coding.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Video tokencom: Textual intent-guided multi-rate video token communications with uep-based adaptive source-channel coding

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.738789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e40346075f9c3f8e237a1836db29eb37a65ef74801308ba01c3bd9b330548af6

Observation 2a4b25c7-029a-4c32-857b-72660b9c4d70 · outbound

This paper cites Semantic communication using intent-guided coarse-and fine-grained codec with pre-trained diffusion 22 models,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Semantic communication using intent-guided coarse-and fine-grained codec with pre-trained diffusion 22 models,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.992904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e044f037b05f855f096343d057b5b62b1a1ebdcb0fe36919b1affd298986c8bc

Observation e0c8c20d-d816-4317-b3ef-556b58fd440b · outbound

This paper cites Receiver-centric generative semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Receiver-centric generative semantic communications,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.010075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:586a73cd56669a3bf5ce315224cc72f1332e0bc31ed3c170cdfb7490c9298548

Observation 3a5b6e14-3efe-4083-bed1-61bf8a947574 · outbound

This paper cites Intention-Aware Semantic Agent Communications for AI Glasses.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Intention-Aware Semantic Agent Communications for AI Glasses

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-07-02T01:06:23.732235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e5b4987e343fbe1068e9d809a4eb02087b8c57b013f0ab1eb1f3319d244e0ff9

Observation eb5da290-9fe0-4a81-aa40-4eaa9cb24db7 · outbound

This paper cites Goal-oriented multi-agent semantic networking: Unifying intents, semantics, and intelligence.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Goal-oriented multi-agent semantic networking: Unifying intents, semantics, and intelligence

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.723769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:b446b451c18f29db748393301d13a9ad59ddcc1ac03a8b89d9568d6989a2a871

Observation 4af306b0-c482-4606-a0fc-1833b296eea6 · outbound

This paper cites Deep learning enabled semantic communication systems,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Deep learning enabled semantic communication systems,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.806723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:25db02b76781c520562b35c28bed11579dd1995a6afe73ab234cb49bafdf0599

Observation 7fa6b68c-c78e-4a92-b31e-2c1e762f9d9b · outbound

This paper cites Witt: A wire- less image transmission transformer for semantic communications,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Witt: A wire- less image transmission transformer for semantic communications,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.969033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:a3def2c0675cba164fc58d950a70e10b7636549f688ae298322305e60e2c10c0

Observation e5368827-9d4c-4c9a-ad98-2af474cff6e3 · outbound

This paper cites Deep learning enabled semantic communications with speech recognition and synthesis,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Deep learning enabled semantic communications with speech recognition and synthesis,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.000777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:1c34d362a61d6611fa95add9ec7d671b4c220aa03e3d5d6d99ee639513f03625

Observation a4d2ac34-ee3a-4940-99f3-981926d8a22e · outbound

This paper cites Landmark-based approaches for goal recognition as planning,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Landmark-based approaches for goal recognition as planning,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.953840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:45b4761debb1319430eefb7f0d522bab48fbfc19c395fbc3525a7ec807f77ffe

Observation 66b84d10-a550-4a0f-838a-c641a780f309 · outbound

This paper cites Multi-agent intention recognition and progression,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Multi-agent intention recognition and progression,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.981085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:d6a79aa498009cc92067711b6c126ae5a573a7084b1392bd35e411b20fda1fad

Observation f63a7cc1-d819-472a-8918-fadf50fbbe07 · outbound

This paper cites Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.720455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:798fa552568be721c37eecb59119b70be8a3598ef1af452ebdcab22237279e66

Observation 448a3922-e370-40b3-86c1-1c0f13cdb574 · outbound

This paper cites Communicate less, synthesize the rest: Latency-aware intent-based generative semantic multicasting with diffusion models,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Communicate less, synthesize the rest: Latency-aware intent-based generative semantic multicasting with diffusion models,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.945435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:7d945a55f53360eb84268ae7cfcc203f7094dbf1e0189e31bb7acc4a9b6729c8

Observation d989ced8-611f-494a-81cb-1d6fa047ebbb · outbound

This paper cites Semantic communication based on large language model for under- water image transmission,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Semantic communication based on large language model for under- water image transmission,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.943445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:9ff13de93764341262cd72700a4fde181a57a9c15ff4d510f8399a8e65d66cad

Observation 6cf36e37-8ff3-4014-8ed9-4caf59ad12ba · outbound

This paper cites Goal-oriented and semantic communication in 6g ai-native networks: The 6g-goals approach,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Goal-oriented and semantic communication in 6g ai-native networks: The 6g-goals approach,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.956592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:e680a5cbcc7641fdc24967ffb493495750a9e810f9b127b76cb259518bb50049

Observation 643c2988-b642-412e-bb04-7e6490eb021c · outbound

This paper cites Resource allocation for ai-native healthcare systems in 6g dense networks using deep reinforcement learning,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Resource allocation for ai-native healthcare systems in 6g dense networks using deep reinforcement learning,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.962503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:86e3fa6f285f4f6dca5ca6e3a9ce99b2a80afef5c717aaafe887179148548bbd

Observation e55c8d03-868b-4799-ba09-2fba561d2143 · outbound

This paper cites Heterogeneous resource allocation in space-air-ground-integrated networks: A multi-agent deep deterministic policy gradient approach,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Heterogeneous resource allocation in space-air-ground-integrated networks: A multi-agent deep deterministic policy gradient approach,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.982839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:d43d7fca3fd1b7ec6fb89c1c688b62ec0ba5fb2e9845661ae1e10e9a21b1a502

Observation 9a7e1fa5-a011-40d6-84e6-c09c42b13e5d · outbound

This paper cites Agentic ai for mobile network ran management and optimization.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Agentic ai for mobile network ran management and optimization

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.762863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:0cea0d94da1760305aedbb13411c1c299e1b33b3f291a2430fc2ac63844ad031

Observation 1dcb1e68-087e-402c-95c9-cbdf1972cbf2 · outbound

This paper cites Federated learning for semantic communication based on cnns and transformer,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Federated learning for semantic communication based on cnns and transformer,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.041592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:f3ca35c187215c671646d2676a98d1fdac2dc715db9a907bf1f1ba97ffd3830e

Observation e0e54ff8-d060-422f-b716-7c4b079d957d · outbound

This paper cites Per- formance comparison of ibn orchestration using llm and slms,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Per- formance comparison of ibn orchestration using llm and slms,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.025497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:dc492226acdb6e6d706a35feb3d9f14820100f0e85e57044dd77f77cf864e9c3

Observation d0b39397-fabb-41b2-af24-b99613cf7f32 · outbound

This paper cites Network self- configuration based on fine-tuned small language models,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Network self- configuration based on fine-tuned small language models,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.039911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:23f89a3a930512073f194c9f2cf122abd3a1e3e4b510e83ac42dd74175db3b35

Observation 1e9b185f-36be-441f-b7bb-efbef2b18528 · outbound

This paper cites A vision of 6g wireless systems: Applications, trends, technologies, and open research problems.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways A vision of 6g wireless systems: Applications, trends, technologies, and open research problems

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.930736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:95d4444d77bd9548c558e106c7cdef70fdcea4051efea9af0407b5b6ad3a4fd5

Observation 0f6cd170-73ca-4631-8c9c-51ec0f922298 · outbound

This paper cites Het- erogeneous multi-agent reinforcement learning for resource allocation in noma-enabled mmwave iab networks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Het- erogeneous multi-agent reinforcement learning for resource allocation in noma-enabled mmwave iab networks,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:15.027787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:ff8e269b62f30c6cad594c6139ddea9e158d8f1f4a95292baaa5d9e085541e51

Observation 23b5b55d-e863-4bde-9aea-6084b2d0276e · outbound

This paper cites Efficient resource allocation and semantic extraction for federated learning empowered vehicular semantic communication,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Efficient resource allocation and semantic extraction for federated learning empowered vehicular semantic communication,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.923956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:2ed17a92bd28b3312ccc04b4aba803ef8a355bbfd3bdcaa208dff311bdf1cb68

Observation ed11d7a9-b90d-4286-ab83-05a8e672f337 · outbound

This paper cites Optimization of multi-uav edge computing systems with dependent tasks,.

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways Optimization of multi-uav edge computing systems with dependent tasks,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T10:02:14.932739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T00:56:40.518107Z digest=sha256:1d3f38c3feba87f02958bc2c2590c0315b4429dcd7824aa5decdb2b6f5f318f3

Pith citing papers

No inbound Pith citation observations are available.