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Paper Citation Record · LEDGER

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication

As of 19 August 2026, this Paper Citation Record lists 100 of 145 outbound references and 1 inbound Pith citation observation for arXiv:2506.18432.

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

pith.paper-citation-record.v1
2506.18432 v2

Coverage vector

measured 100 of 145 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:54.654749Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:59:37.582565Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 145 outbound references displayed

  • verified exact4
  • verified fuzzy28
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0797f826-2ce0-4bd9-87a4-5ef781db9941 · outbound

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

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,

Reference 1

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Observation 34680fb1-d369-448f-8542-4ef084b37df0 · outbound

This paper cites Robust beamforming for RIS-aided communications: Gradient-based manifold meta learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Robust beamforming for RIS-aided communications: Gradient-based manifold meta learning,

Reference 2

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source=pdf_text observed=2026-08-06T23:20:43.652453Z digest=sha256:02cbf94496cebd73ffa251d888e6beba9e7d06fa0b9865d3a774d7aa73f23985

Observation 55af0c6d-1fcd-46ba-93ad-af7416551c95 · outbound

This paper cites A joint communication and computation design for semantic wireless communication with probability graph,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A joint communication and computation design for semantic wireless communication with probability graph,

Reference 3

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Observation 072e7e42-99a1-4592-abbe-6b9af6aa29ed · outbound

This paper cites Robust deep learning-based physical layer communications: Strategies and approaches,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Robust deep learning-based physical layer communications: Strategies and approaches,

Reference 4

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source=pdf_text observed=2026-08-06T23:20:43.956952Z digest=sha256:91d8e11d1b0c7ac3038df80482b5aa5dac59dadac473353419605ba26cdd0e61

Observation 6eb424a1-071b-4fcd-8789-8367b47e103c · outbound

This paper cites Multi- sources fusion learning for multi-points NLOS localization in OFDM system,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Multi- sources fusion learning for multi-points NLOS localization in OFDM system,

Reference 5

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source=pdf_text observed=2026-08-06T23:20:44.275741Z digest=sha256:ec7b09dae9e138fee4c3a8934b6f4438c38814ef7c45a527de43eef7ea32212b

Observation 23d63b45-27ae-4df4-8e0f-5007cbad50b2 · outbound

This paper cites Robust beamforming with gradient-based liquid neural network,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Robust beamforming with gradient-based liquid neural network,

Reference 6

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source=pdf_text observed=2026-08-06T23:20:44.377662Z digest=sha256:77a9ef2583bfa7f18b07535c50ac72a991d8d36f2bb7687b1044a2f6209435bf

Observation 1f832dfa-5f91-4505-9c4f-968d694c1f9e · outbound

This paper cites Robust continuous-time beam tracking with liquid neural network,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Robust continuous-time beam tracking with liquid neural network,

Reference 7

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source=pdf_text observed=2026-08-06T23:20:44.432008Z digest=sha256:042fff6929968a9b3c672be25d8c81c26bc1d7c390f78843d45ff9f2f2d69e2d

Observation be32247f-58c5-49b2-9871-bf1925162414 · outbound

This paper cites Technique for recovering wavefront phase bad points by deep learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Technique for recovering wavefront phase bad points by deep learning,

Reference 8

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source=pdf_text observed=2026-08-06T23:20:44.555497Z digest=sha256:d300b2ced74b6a3b6da9fedd4bbe722a1b68db50b3e6a244941d45a53e6f136f

Observation 852857cc-048a-4def-9692-0b524bc8826a · outbound

This paper cites A joint learning and communications framework for federated learning over wireless networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A joint learning and communications framework for federated learning over wireless networks,

Reference 9

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source=pdf_text observed=2026-08-06T23:20:44.654173Z digest=sha256:e8465750e059f1cb40c00a80934305d4596b83a7691d69e79181e52af49ba49f

Observation 3ebc95ab-82b2-4c90-9cca-7901e031dabb · outbound

This paper cites Com- pression ratio allocation for probabilistic semantic communication with RSMA,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Com- pression ratio allocation for probabilistic semantic communication with RSMA,

Reference 10

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source=pdf_text observed=2026-08-06T23:20:44.800541Z digest=sha256:bc4cb7bc2e489fe5c66f9d738545a397135b5040827db4f0d40cecf4d7889308

Observation b0fecb66-f0ac-407a-a4d0-87319d002887 · outbound

This paper cites Beamforming inferring by conditional WGAN-GP for holographic antenna arrays,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Beamforming inferring by conditional WGAN-GP for holographic antenna arrays,

Reference 11

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source=pdf_text observed=2026-08-06T23:20:44.921125Z digest=sha256:1075a23c864f97cd0ec736a99873da1a741d6deffe1e0b799c6e8f8b2dc3c86b

Observation f7e3d2af-f0e4-471d-819d-32222daedf24 · outbound

This paper cites Energy- efficient probabilistic semantic communication over space-air-ground integrated networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Energy- efficient probabilistic semantic communication over space-air-ground integrated networks,

Reference 12

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source=pdf_text observed=2026-08-06T23:20:45.033887Z digest=sha256:0ed19f694c12e31b2a153ca9a47426b1d48f5aacb813c28bdb586c1d04e94b00

Observation cf530a58-8201-4328-a169-611b70f40432 · outbound

This paper cites Data-Importance-Aware Power Allocation for Adaptive Semantic Communication in Computer Vision Applications.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Data-Importance-Aware Power Allocation for Adaptive Semantic Communication in Computer Vision Applications

Reference 13

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source=pdf_text observed=2026-08-06T23:20:45.080149Z digest=sha256:e5f34f4f3402affdebe14f3f9ae11c986cbef6b931d68f619087cf3c75c346ac

Observation 73737612-36b5-4bb3-b7a3-95eeb42e59c6 · outbound

This paper cites Radio resource allocation techniques for efficient spectrum access in cognitive radio networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Radio resource allocation techniques for efficient spectrum access in cognitive radio networks,

Reference 14

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source=pdf_text observed=2026-08-06T23:20:45.181418Z digest=sha256:0932b46405d24f16d395bdc94f85a223ce1df77337345a21f9801708ce19c5b8

Observation e92be6db-b56a-4e10-aa4f-a750cd48bb30 · outbound

This paper cites Imperfect CSI: A key factor of uncertainty to over-the-air federated learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Imperfect CSI: A key factor of uncertainty to over-the-air federated learning,

Reference 15

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source=pdf_text observed=2026-08-06T23:20:45.291980Z digest=sha256:c173d216ea0f68fba7527b8471a11ac1970180cb605097934c7d8696add588ab

Observation 321279a5-346a-4722-ad1f-ad8e315cd09d · outbound

This paper cites An edge-enabled wireless split learning testbed: Design and implementation,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication An edge-enabled wireless split learning testbed: Design and implementation,

Reference 16

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source=pdf_text observed=2026-08-06T23:20:45.393776Z digest=sha256:52d3fb3a0d55ed9a37af88b1fb25c88bdd0325cfd8d51e20ff7409d19373d019

Observation 2453415c-9310-4ea9-a918-97f0c3f33635 · outbound

This paper cites Similarity-based label inference attack against training and inference of split learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Similarity-based label inference attack against training and inference of split learning,

Reference 17

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source=pdf_text observed=2026-08-06T23:20:45.560509Z digest=sha256:907d931b4887e55224a22b1090ffc6502e75c00b555d139b69b055c14bba9b9a

Observation 0c792ddf-a7ca-4646-aa59-0bdc0a75c8a3 · outbound

This paper cites State aggregation learning from markov transition data,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication State aggregation learning from markov transition data,

Reference 18

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source=pdf_text observed=2026-08-06T23:20:45.655809Z digest=sha256:6d1b2e51f12025e3ed2b21578b41b700fc40c5e14282d452684522f11c6406f3

Observation 484a356f-9e49-4996-ac3d-7bb280023c4f · outbound

This paper cites Software-defined transceivers in dy- namic access networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Software-defined transceivers in dy- namic access networks,

Reference 19

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Observation 4891ec18-5747-4e00-8a0f-69b37207e5af · outbound

This paper cites Advanced modulation techniques for flexible optical transceivers: The rate/reach tradeoff,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Advanced modulation techniques for flexible optical transceivers: The rate/reach tradeoff,

Reference 20

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source=pdf_text observed=2026-08-06T23:20:45.871821Z digest=sha256:c23e63ec6923c6b4a2733f6b33f73d1a1e5ce01eab0204fbcad13d62f89c89b6

Observation ecb2b8ec-bf92-4703-a07a-858090fcd147 · outbound

This paper cites Intelligent reflection enabling technologies for integrated and green Internet-of-Everything beyond 5G: Communication, sensing, and security,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Intelligent reflection enabling technologies for integrated and green Internet-of-Everything beyond 5G: Communication, sensing, and security,

Reference 21

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source=pdf_text observed=2026-08-06T23:20:45.994802Z digest=sha256:fa475ea85d84be857472fd70fcc30b30c40fc3e3ea2a889b1af4e5ac8cca155a

Observation 82881199-9709-40ee-be85-b400da093b97 · outbound

This paper cites Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,

Reference 22

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source=pdf_text observed=2026-08-06T23:20:46.064854Z digest=sha256:6e333c31e24ea7f0a637f930f13d0a517858e006aacfee3b7e355a5a06122053

Observation 78f87557-5fae-4126-9203-4e8acbd6c8f2 · outbound

This paper cites A survey on hyperdimensional computing aka vector symbolic architectures, part I: Models and data transformations,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A survey on hyperdimensional computing aka vector symbolic architectures, part I: Models and data transformations,

Reference 23

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source=pdf_text observed=2026-08-06T23:20:46.134833Z digest=sha256:bcb005fa3fce259d4209e3c868cd5e90eb65b552c7f9e12c742534b17c1bf913

Observation c2427ebf-78a0-4ff5-9526-9854ced51efb · outbound

This paper cites A survey on hyperdimensional computing aka vector symbolic architectures, part II: Applications, cognitive models, and challenges,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A survey on hyperdimensional computing aka vector symbolic architectures, part II: Applications, cognitive models, and challenges,

Reference 24

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source=pdf_text observed=2026-08-06T23:20:46.214788Z digest=sha256:53550bcd93f0792cd2d3837ff88c9bfac9beff7a490c0864ce66ebd3f95cae04

Observation 1d2824e3-833c-49f1-a7b4-f041be61820a · outbound

This paper cites A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,

Reference 25

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source=pdf_text observed=2026-08-06T23:20:46.324259Z digest=sha256:57281112b702284a09e2d4b0c22d4178a3ec7fb130dc2ff4336a1f598acf4255

Observation 8e5d94e1-145f-4fa9-a559-a3ded2b3c1a4 · outbound

This paper cites Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,

Reference 26

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source=pdf_text observed=2026-08-06T23:20:46.415012Z digest=sha256:940d3a6ef11733656a859fbee8b8df711cf205d89d117c51a6299c83a1794342

Observation bac3ec5b-8f84-41ec-a6b9-8bf4b54ae34b · outbound

This paper cites Multi-hop RIS-empowered terahertz communications: A DRL- based hybrid beamforming design,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Multi-hop RIS-empowered terahertz communications: A DRL- based hybrid beamforming design,

Reference 27

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source=pdf_text observed=2026-08-06T23:20:46.462300Z digest=sha256:2c7365fe62360e25b59e9f5d2159f56583af14cee1b2d3b955528c60786f63ac

Observation 0e1c7522-ba3f-4617-9796-e120e7946ff8 · outbound

This paper cites Split learning in 6G edge networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Split learning in 6G edge networks,

Reference 28

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source=pdf_text observed=2026-08-06T23:20:46.541268Z digest=sha256:53b6ffdc1059977877e8595f500527dc0279c709ee25632f4fd1f2afc6f7443d

Observation c5148e29-a0d6-42e2-aa9a-3df52c1a3ef2 · outbound

This paper cites GoMORE: Global model reuse for resource-constrained wireless federated learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication GoMORE: Global model reuse for resource-constrained wireless federated learning,

Reference 29

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source=pdf_text observed=2026-08-06T23:20:46.713904Z digest=sha256:a3771314cb569ffb519445b24d383697cb8bd45a77a2d1cf508156a34964a6a3

Observation 0edbf50d-a150-4100-8247-abd0dae44290 · outbound

This paper cites Empowering over- the-air personalized federated learning via RIS,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Empowering over- the-air personalized federated learning via RIS,

Reference 30

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source=pdf_text observed=2026-08-06T23:20:46.835277Z digest=sha256:71e54db94612f8d97d547da066c8bdcf66ee22fcd13a57d25b215cb1fdbf2f50

Observation e818e0c5-aa9e-4408-9c27-5adb09088406 · outbound

This paper cites Learning to communicate with deep multi-agent reinforcement learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Learning to communicate with deep multi-agent reinforcement learning,

Reference 31

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source=pdf_text observed=2026-08-06T23:20:47.180536Z digest=sha256:fc8733077ad885643c5255169871efc5d4648234f6e151ebd7135081c0803c78

Observation c80615f2-167c-4ecc-890f-cb4e46200f77 · outbound

This paper cites Mobile edge computing: A survey on ar- chitecture and computation offloading,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Mobile edge computing: A survey on ar- chitecture and computation offloading,

Reference 32

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source=pdf_text observed=2026-08-06T23:20:47.327125Z digest=sha256:3336edd8be6df7e31ffa0b33cd27822e633b221754f47237807482034eef0d54

Observation 6c30ebaa-ca2e-48e6-9482-0cd5fb218cc3 · outbound

This paper cites Context-aware com- puting, learning, and big data in internet of things: A survey,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Context-aware com- puting, learning, and big data in internet of things: A survey,

Reference 33

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source=pdf_text observed=2026-08-06T23:20:47.401207Z digest=sha256:97f3ac91d7c63a41d82a2100520585596d41306d18c0cf7d6b9e0df2eb0e314b

Observation 4b4423bc-55c5-4ebe-ab5b-7940afa1ef34 · outbound

This paper cites Application of machine learning in wireless networks: Key techniques and open issues,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Application of machine learning in wireless networks: Key techniques and open issues,

Reference 34

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source=pdf_text observed=2026-08-06T23:20:47.446788Z digest=sha256:848e9fb93502d74ac2b8dac73c9b6827bc52d6bc7e63a81429cb845972b50cda

Observation 73582c64-4881-4360-936a-a81a2c117181 · outbound

This paper cites Mobile edge intelligence and computing for the internet of vehicles,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Mobile edge intelligence and computing for the internet of vehicles,

Reference 35

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source=pdf_text observed=2026-08-06T23:20:47.481453Z digest=sha256:8153885194ebcf38f4e6e3e111a9a059407ee24adcc84e0bf3287d6893187c84

Observation dfc27acb-8534-41b7-b4c4-9fdb1fa8feea · outbound

This paper cites Federated learning in mobile edge networks: A comprehensive survey,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Federated learning in mobile edge networks: A comprehensive survey,

Reference 36

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Observation 8754b6a6-c683-44c5-a8e5-3a6abfeada04 · outbound

This paper cites Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems,

Reference 37

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Observation 91a327ae-50af-471a-b017-81b2f61fab70 · outbound

This paper cites Communication-efficient and distributed learning over wireless networks: Principles and applications,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Communication-efficient and distributed learning over wireless networks: Principles and applications,

Reference 38

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Observation e09094fa-b9cd-4eca-846a-4e2efacfb3b4 · outbound

This paper cites Resource scheduling in edge computing: A survey,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Resource scheduling in edge computing: A survey,

Reference 39

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source=pdf_text observed=2026-08-06T23:20:47.743413Z digest=sha256:7f23b52783e6faa3dcbd69eaf47052830db37ca84d4e96b7a7f887ee97c44f4e

Observation c9629599-0fea-4d7f-beda-86e0d576ac84 · outbound

This paper cites Distributed learning in wireless networks: Recent progress and future challenges,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Distributed learning in wireless networks: Recent progress and future challenges,

Reference 40

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source=pdf_text observed=2026-08-06T23:20:47.781689Z digest=sha256:8142d8a73f94d90e14144c0ba892b5ae1855ccb4083f3677e58231e0930a8ebe

Observation 8a142faf-1787-449b-88f6-05e78e812c86 · outbound

This paper cites A survey on federated learning for resource-constrained IoT devices,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A survey on federated learning for resource-constrained IoT devices,

Reference 41

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source=pdf_text observed=2026-08-06T23:20:47.947938Z digest=sha256:31d6b20057ba5e9d974ddb001bac7de7cb7e93afc1b87a20e7e346bf8cf7d0bb

Observation 90d8bd7d-3b75-4814-a81e-028ce5557995 · outbound

This paper cites Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,

Reference 42

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source=pdf_text observed=2026-08-06T23:20:47.987126Z digest=sha256:22742be80b42d5748a58106dabb3a86712317301c6ccd1fbcc88b837f9afdf34

Observation e4f8afae-8bda-4cce-9311-ced22865def3 · outbound

This paper cites Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,

Reference 43

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source=pdf_text observed=2026-08-06T23:20:48.060375Z digest=sha256:856f1b6feb1b0e3604cd148dc2779ea6197052543e9bb1cef50a4cbf19b7c3a2

Observation 47c7d981-dedf-4e7d-95ef-1d9502c0d2e9 · outbound

This paper cites Energy-efficient edge inference in integrated sensing, communication, and computation networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Energy-efficient edge inference in integrated sensing, communication, and computation networks,

Reference 44

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source=pdf_text observed=2026-08-06T23:20:48.192515Z digest=sha256:a0619853f8195f1dbd132ae83a0f355d6d6d182e3282e554efde9adad169267c

Observation 4e376ccb-cce5-4e49-b8f8-e737ea2be190 · outbound

This paper cites Sum rate maximization for distributed RISs assisted probabilistic semantic communication,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Sum rate maximization for distributed RISs assisted probabilistic semantic communication,

Reference 45

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source=pdf_text observed=2026-08-06T23:20:48.316934Z digest=sha256:f8485e53e2ed185a9b3226e0dc338c47a932cc7566ad90b7442db6379508e126

Observation 3230c96e-cf8c-4c33-a4b5-f60369961fcb · outbound

This paper cites A joint communication and computation design for probabilistic semantic communications,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A joint communication and computation design for probabilistic semantic communications,

Reference 46

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source=pdf_text observed=2026-08-06T23:20:48.413782Z digest=sha256:d63fe59dba9077134aae7ae0b61c604e9d73744070a55dff9c38a8dd7fa2fa5f

Observation fce1fe21-12ec-4826-82eb-cd25fb012773 · outbound

This paper cites Power- efficient transmission for user-centric networks with limited fronthaul capacity and computation resource,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Power- efficient transmission for user-centric networks with limited fronthaul capacity and computation resource,

Reference 47

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source=pdf_text observed=2026-08-06T23:20:48.484423Z digest=sha256:c7ffae8d1fa825efca53395d0c6f317c7f332edd3b66386b02b0a05ead303959

Observation fe656a00-b7f5-40bc-95a0-f9e605a54384 · outbound

This paper cites Bi-objective optimiza- tion of information rate and harvested power in RIS-aided SWIPT 25 systems,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Bi-objective optimiza- tion of information rate and harvested power in RIS-aided SWIPT 25 systems,

Reference 48

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source=pdf_text observed=2026-08-06T23:20:48.536957Z digest=sha256:5bbe4f78e017356fec2a138665ee7ec3e6ae6a49c461615177b7c3be5513e4a0

Observation 42b01ba8-812b-4b76-a5be-e26ede90f305 · outbound

This paper cites Robust secure beamforming in MISO full-duplex two-way secure communications,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Robust secure beamforming in MISO full-duplex two-way secure communications,

Reference 49

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source=pdf_text observed=2026-08-06T23:20:48.672737Z digest=sha256:1558565d62f4b4b8b623a15b58d72fb041e2b4631360cb91faa09f830d195289

Observation c4000c12-02f5-4531-90de-8a0abdc2da4e · outbound

This paper cites Overview of multi-objective optimization methods,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Overview of multi-objective optimization methods,

Reference 50

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source=pdf_text observed=2026-08-06T23:20:48.724859Z digest=sha256:a648d6fe8b149099f1425fb858c8ec06ab67d141be24ddbf0c0c5ced7a71440b

Observation fe5c2838-9da9-4cea-8de2-796c8d2c6186 · outbound

This paper cites Weighted sum power maximization for STAR-RIS assisted SWIPT systems,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Weighted sum power maximization for STAR-RIS assisted SWIPT systems,

Reference 51

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source=pdf_text observed=2026-08-06T23:20:48.917032Z digest=sha256:fde09dd9129385f3eca16e3d6e04c65bac865d983e3c2932d3b38a5815715e71

Observation 5466aac0-302d-425d-a27d-c7112b380005 · outbound

This paper cites Fair resource allo- cation schemes for cooperative dynamic free-space optical networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Fair resource allo- cation schemes for cooperative dynamic free-space optical networks,

Reference 52

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source=pdf_text observed=2026-08-06T23:20:48.986085Z digest=sha256:f4ce95ccf35d324d3ed26d3832b3ca83f1e0a54bf72f0632c43a9361531da64b

Observation 64f6fa7d-1732-413e-b523-8ca71fddc34f · outbound

This paper cites Privacy and efficiency of communications in federated split learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Privacy and efficiency of communications in federated split learning,

Reference 53

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source=pdf_text observed=2026-08-06T23:20:49.076258Z digest=sha256:694ee742b3f902edbc16db091caa5c40e5aef8680c8774e3a717e58684a4abc1

Observation 9ece0edf-2297-4b1f-a0c5-4511d2a3e665 · outbound

This paper cites Optimizing Split Points for Error-Resilient SplitFed Learning.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Optimizing Split Points for Error-Resilient SplitFed Learning

Reference 54

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:49.163946Z digest=sha256:f1df2c2c57df58f7c87a7e845c3ac4a05b728b13b5b8aa22397f93edb6a78126

Observation b6a813d7-44c1-48af-9192-fe960f9f0ca0 · outbound

This paper cites Accelerating split federated learning over wireless communication networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Accelerating split federated learning over wireless communication networks,

Reference 55

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source=pdf_text observed=2026-08-06T23:20:49.256339Z digest=sha256:3c4a7a8f45500da54e0e6b830b752f262c6f27f58b8dabd17798ef74438c982b

Observation 999ae700-bd41-45b0-adf0-8ec3519c662b · outbound

This paper cites Splitfed: When federated learning meets split learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Splitfed: When federated learning meets split learning,

Reference 56

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source=pdf_text observed=2026-08-06T23:20:49.375881Z digest=sha256:b2278e172737c47a9891629fd10601f2faf759ad7a6d9e42b8fe00f65312f11e

Observation 8d14c7f3-825c-4cd5-9f85-b1f885aa00bf · outbound

This paper cites Wireless distributed learning: A new hybrid split and federated learning approach,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Wireless distributed learning: A new hybrid split and federated learning approach,

Reference 57

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source=pdf_text observed=2026-08-06T23:20:49.432907Z digest=sha256:0881953442ecaf6d38c56370099bef14c9833c8e2f9ae617ecb36e76b1b2bd9b

Observation 199c293e-4f2b-4db0-b56d-30da9c10c6af · outbound

This paper cites Joint opti- mization of model partition and resource allocation for split federated learning over vehicular edge networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Joint opti- mization of model partition and resource allocation for split federated learning over vehicular edge networks,

Reference 58

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source=pdf_text observed=2026-08-06T23:20:49.557335Z digest=sha256:a56a82286672a0e85acf23557c42dc713f98bc220ca29d992c1b8bf46887bff4

Observation 98e04b02-c77d-4312-b27b-7a2a2d72ea51 · outbound

This paper cites Federated split learning with joint personalization-generalization for inference-stage optimization in wireless edge networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Federated split learning with joint personalization-generalization for inference-stage optimization in wireless edge networks,

Reference 59

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source=pdf_text observed=2026-08-06T23:20:49.634724Z digest=sha256:bf9b09aae35c88aeaae1e5ec6e9f92d8fc31371875922f999acc6b3aa866e7bb

Observation 76702bc0-6879-4afe-9aed-5181cd1ac6a6 · outbound

This paper cites Ef- ficient parallel split learning over resource-constrained wireless edge networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Ef- ficient parallel split learning over resource-constrained wireless edge networks,

Reference 60

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source=pdf_text observed=2026-08-06T23:20:49.719068Z digest=sha256:2980359f409db56e277f59fed30e949454cd4498b71ed7fd57d81ec49bd0edb5

Observation 838616c4-6a26-4392-943b-9af9654e3f86 · outbound

This paper cites Over- the-air split machine learning in wireless MIMO networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Over- the-air split machine learning in wireless MIMO networks,

Reference 61

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source=pdf_text observed=2026-08-06T23:20:49.747388Z digest=sha256:4219580ec61279596981e899c7e4202076940db6121e416eac14194cc9bb33e7

Observation c6978a26-a806-42a8-894a-d1bf97437038 · outbound

This paper cites Adaptive split learning over energy-constrained wireless edge networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Adaptive split learning over energy-constrained wireless edge networks,

Reference 62

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source=pdf_text observed=2026-08-06T23:20:49.864807Z digest=sha256:61542cff0286e24eae8b7cc530bbf5adfea2b69307d0ea5f3c0d45c84150465c

Observation 127173e2-d7e2-47b9-8f56-1787cb3e6491 · outbound

This paper cites Adaptive layer splitting for wireless llm inference in edge computing: A model-based reinforcement learning approach,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Adaptive layer splitting for wireless llm inference in edge computing: A model-based reinforcement learning approach,

Reference 63

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source=pdf_text observed=2026-08-06T23:20:49.980157Z digest=sha256:6d56cdabf1f720e461778473a6a2f07a8fc62945e300c0a3a9375808415f2886

Observation ff238863-0096-4ba7-955e-80ba5fb9d1e8 · outbound

This paper cites SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network

Reference 64

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:50.081145Z digest=sha256:3f982b431d17ee93da12ad15087e4eb0b3d2527f32e04231db0e0fe94fab587b

Observation 8e68f3c6-dec4-4f69-b53e-c6c06a37c646 · outbound

This paper cites Instance-conditional timescales of decay for non-stationary learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Instance-conditional timescales of decay for non-stationary learning,

Reference 65

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source=pdf_text observed=2026-08-06T23:20:50.224297Z digest=sha256:bb51055a9a5d34e1ba7c528439c1f9c6a57633a020ef8978a631620044171d76

Observation 0ccea63c-551a-4774-a590-42d5ebd87635 · outbound

This paper cites Deep learning based mod- ulation recognition with multi-cue fusion,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Deep learning based mod- ulation recognition with multi-cue fusion,

Reference 66

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source=pdf_text observed=2026-08-06T23:20:50.421656Z digest=sha256:f71211213237228d482683eb4f021b68b54cb664539a8a40d19ac59830b00f39

Observation a51982a2-9eae-40da-ad94-08783052858a · outbound

This paper cites On ensemble learning- based secure fusion strategy for robust cooperative sensing in full- duplex cognitive radio networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication On ensemble learning- based secure fusion strategy for robust cooperative sensing in full- duplex cognitive radio networks,

Reference 67

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source=pdf_text observed=2026-08-06T23:20:50.568783Z digest=sha256:9ae15b2886e09ddd1978406e324b776dc180b1c849058673b0fb10e2df1e2e04

Observation e9c283ca-c81c-402e-bfaa-3f07291debac · outbound

This paper cites Deep-ensemble- learning-based gps spoofing detection for cellular-connected uavs,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Deep-ensemble- learning-based gps spoofing detection for cellular-connected uavs,

Reference 68

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source=pdf_text observed=2026-08-06T23:20:50.644758Z digest=sha256:d27cc0e9ae1827f7202d44cefb30efc212855f24513d353c647c7d0489bea170

Observation 5c45d1ba-02a0-41eb-9ef6-a8c81eea3574 · outbound

This paper cites A survey on neural network interpretability,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication A survey on neural network interpretability,

Reference 69

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:50.744192Z digest=sha256:c84150acda15a38fcea03de5f2d648b79e96c63c559e762c7fa18c76d0f328c1

Observation 30398e8a-233d-456a-b0d9-1ace7aba4480 · outbound

This paper cites Deep learning- enabled semantic communication systems with task-unaware transmit- ter and dynamic data,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Deep learning- enabled semantic communication systems with task-unaware transmit- ter and dynamic data,

Reference 70

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:50.864811Z digest=sha256:90f8a02aea31150cc1b3e4c280d07a9bc20256c615a952b23a1e7b494f98a228

Observation fda3d9f2-89c1-4612-8414-ba6fd20e63c9 · outbound

This paper cites Deep learning-based end-to-end wireless communication systems with conditional gans as unknown channels,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Deep learning-based end-to-end wireless communication systems with conditional gans as unknown channels,

Reference 71

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:50.963875Z digest=sha256:82340d5303b909120b94e9049db73fc00bd69752b717933cedcbae56618d1b9e

Observation 87260b58-c2d8-45d0-9fdb-27e7171b9997 · outbound

This paper cites End-to-end learning of communications systems without a channel model,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication End-to-end learning of communications systems without a channel model,

Reference 72

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.074606Z digest=sha256:cee6fd54dfe086e78a8a2ca1907d98a4f6e84a8feee25127e7c372389e0a31b8

Observation 26a3d88d-9f29-4122-9d65-1bcedba1761b · outbound

This paper cites Adaptive spatial modulation MIMO based on machine learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Adaptive spatial modulation MIMO based on machine learning,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:12.584760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.218631Z digest=sha256:227908b0d447959e5a46cb44cd52e3dda5d0208a7dd757d1a8f26750ce560c88

Observation 9738cf8d-53d4-4e8a-8567-223c5a9f1281 · outbound

This paper cites Distributed machine learning based downlink channel estimation for RIS assisted wireless communications,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Distributed machine learning based downlink channel estimation for RIS assisted wireless communications,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:12.484746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.354821Z digest=sha256:30cc00763e97b902702adeca0d44d8f558f9360abb00c3c17b622d17e1811b8c

Observation 1cb76775-f094-4f7a-bbf6-ce2c47dd7759 · outbound

This paper cites Learning-based massive beamforming,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Learning-based massive beamforming,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:12.333554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.448753Z digest=sha256:9dfc1a0d3f6788694cd10dcd9d83dc8ab1b52e400badd5b75ed3a8e81072f0bb

Observation 89716dfb-c06d-46df-8a5a-748c1a213621 · outbound

This paper cites Power of deep learning for channel estimation and signal detection in OFDM systems,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Power of deep learning for channel estimation and signal detection in OFDM systems,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:12.214741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.607503Z digest=sha256:5a8d213e193994d5874b3e25b7cfb3780485b3ecfde6a1196daa9d6747fefc2d

Observation 3e13bb3b-33f8-44a6-94ed-20da387ff64a · outbound

This paper cites Task-oriented low- label semantic communication with self-supervised learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Task-oriented low- label semantic communication with self-supervised learning,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:12.016061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.699637Z digest=sha256:e829186e9d74c61e2abe5723a8444096a8e6252f27b8f5c017f04cad18ecc3e2

Observation 1fb03250-0a27-4d43-805d-6434da7f5c92 · outbound

This paper cites On the doppler squint effect in otfs systems over doubly-dispersive channels: Modeling and evaluation,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication On the doppler squint effect in otfs systems over doubly-dispersive channels: Modeling and evaluation,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:11.888608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.792364Z digest=sha256:4fc00ff62844fb1168569916e1b0c762749952c7eb6ab1decdfa3b229fa4c92c

Observation 0d514b7a-1b27-4246-91f3-0eaa836b80e3 · outbound

This paper cites Flexible delay-doppler domain multiple access for massive connectivity with high mobility,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Flexible delay-doppler domain multiple access for massive connectivity with high mobility,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:11.702951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:51.954945Z digest=sha256:f7374ebaeb8e44364e90532f75e9164ac144324a4b887e35d963e0224f61b202

Observation 9495e503-ca95-41e4-b90d-62df74042008 · outbound

This paper cites Closer twins model: Consistent design of modem scheme and channel estimation under high-mobility scenarios,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Closer twins model: Consistent design of modem scheme and channel estimation under high-mobility scenarios,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:11.444744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:52.061929Z digest=sha256:e2e2f8559424618e8be7072a9366dbc65954ad2687b46b19b4651f270d6b34ad

Observation 3cb8aa09-6dce-4487-a21a-000110fc88e6 · outbound

This paper cites STAR-RIS integrated nonorthogonal multiple access and over-the-air federated learning: Framework, analysis, and optimization,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication STAR-RIS integrated nonorthogonal multiple access and over-the-air federated learning: Framework, analysis, and optimization,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:11.178274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:52.206218Z digest=sha256:39dc77d41457b36f401932e7d5faa53cf56207b8b63ea73b7f127e9f3ead21f5

Observation 92af7f9f-4321-4b9b-8918-99bfa4196c09 · outbound

This paper cites Semi-federated learning for collabo- rative intelligence in massive IoT networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Semi-federated learning for collabo- rative intelligence in massive IoT networks,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:10.905028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:52.247505Z digest=sha256:6917c3975e45d76de0f3ba6eb59c5215bf69d10e2f9578e569b6200297196e5e

Observation 7b558bfd-2b93-42d9-a796-db50e6f21ee2 · outbound

This paper cites Byzantine-resilient over-the-air federated learning under zero-trust architecture,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Byzantine-resilient over-the-air federated learning under zero-trust architecture,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:10.694745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:52.419092Z digest=sha256:d512bf4367cd49882e41e6ca9da6f8a67bf1bd4e468a38418188b80480553629

Observation eada7234-5406-4034-aa7c-e0c7ee34e522 · outbound

This paper cites Low-Parameter Federated Learning with Large Language Models.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Low-Parameter Federated Learning with Large Language Models

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:20:59.824814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:52.726453Z digest=sha256:d98f98d631310b56608e17731729e289a4938cc7eaba4a1839713605c0d7623a

Observation 44a6a76e-799a-4d98-91c3-4c54004c57c8 · outbound

This paper cites pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:52.818307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:52.818307Z digest=sha256:afd8b96f613779d0c551b8595aa470429f83fe521af5f5add2952d38c355f08e

Observation 2e74aa8a-18a5-47d0-9f28-712624fb0643 · outbound

This paper cites SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:52.924132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:52.924132Z digest=sha256:a6412385c6865fe01aa54de539e9a38a56a431143ec358fac42f30b5a54ba580

Observation a10825a6-a4ba-470f-b5c2-c7667ab0e6ff · outbound

This paper cites Fedsllm: Federated split learning for large language models over communication networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Fedsllm: Federated split learning for large language models over communication networks,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:10.469123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.064744Z digest=sha256:8761e7f4bd18d4a856b8761cbe05014368fd0ce4862e732d5e49e78eec432537

Observation 478a8fae-8f8f-4416-8846-9dd0b1352c24 · outbound

This paper cites Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:10.265160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.154759Z digest=sha256:f364a46f575e3c1636710968626506cfe78a183c27734550c746d4494ed99f07

Observation 473626f3-4aa7-4742-844e-2252f25b0bfc · outbound

This paper cites Multi-agent reinforcement learning: Independent vs. cooper- ative agents,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Multi-agent reinforcement learning: Independent vs. cooper- ative agents,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:10.055346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.252993Z digest=sha256:562344959c61d0c2fcfccbefcf52a59b5d1dee2d63c4b0fdd301573d27553e8f

Observation 6dd6276a-18d6-45c7-aaf3-2ab39ba17a13 · outbound

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

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Markov games as a framework for multi-agent reinforcement learning,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:09.810525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.544862Z digest=sha256:09f6c0eb24a89389621899209cb020e00e2c75ef0671511bc01d6108ae3fc866

Observation 1cdb57c4-2832-411f-ad69-0a68660be458 · outbound

This paper cites Communication-efficient decentralized multi-agent reinforcement learning for cooperative adaptive cruise control,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Communication-efficient decentralized multi-agent reinforcement learning for cooperative adaptive cruise control,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:09.594535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.675394Z digest=sha256:2ec562343c4325098c832fcbffdff5bba5662350dd796fbf4082e51a23a4b836

Observation 7ec948d9-b581-447e-93fa-bca2b5c84fa1 · outbound

This paper cites Communication-Efficient MARL for Platoon Stability and Energy-efficiency Co-optimization in Cooperative Adaptive Cruise Control of CAVs.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Communication-Efficient MARL for Platoon Stability and Energy-efficiency Co-optimization in Cooperative Adaptive Cruise Control of CAVs

Reference 92

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:20:59.615904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.797614Z digest=sha256:3141bbd1434f14b5beec85a66157d29d507fdbc4981079f29f6983395e3454cc

Observation dce4c9a5-beba-45ba-b69d-8cd501841703 · outbound

This paper cites Hypercomm: Hypergraph- based communication in multi-agent reinforcement learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Hypercomm: Hypergraph- based communication in multi-agent reinforcement learning,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:09.360103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.870550Z digest=sha256:00dc30ffb7ac3ea660011bfa6bc61f68c6d769e1bd262dafb92880007d6c2bb8

Observation 5a7fc32a-4bc1-41f1-868f-b787190bacb1 · outbound

This paper cites Federated learning for wireless communications: Motivation, opportunities, and challenges,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Federated learning for wireless communications: Motivation, opportunities, and challenges,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:09.144893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:53.966154Z digest=sha256:86c924555ba325e8b1bbf0e58b05646830c90f168872693ddc1814bdbbff1afe

Observation e6bfd58e-391a-4b43-84b7-da776829f371 · outbound

This paper cites Emergent communication in multi-agent reinforcement learning for future wireless networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Emergent communication in multi-agent reinforcement learning for future wireless networks,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.979011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.075102Z digest=sha256:ca985bc9679ec98c2e2ff1ce1463ce6164965fdcb553174860c68a10247866fc

Observation 510b5184-46f1-4490-8214-9cd986cc724b · outbound

This paper cites Interacting federated and transfer learning-aided CSI prediction for intelligent cellular networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Interacting federated and transfer learning-aided CSI prediction for intelligent cellular networks,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.892358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.194849Z digest=sha256:fbf39ddfd636b81229a0237ef50d9b53c98c6879250f24491fffd2884bc092d6

Observation cec95349-e7f3-4740-a957-396f84544711 · outbound

This paper cites Multi- agent reinforcement learning resources allocation method using dueling double deep q-network in vehicular networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Multi- agent reinforcement learning resources allocation method using dueling double deep q-network in vehicular networks,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.754759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.331601Z digest=sha256:4313a8af3787ef27bb0e71164939f9b475b91f37ca61061eaf4f2abdb38a59b8

Observation e6037e1d-151b-4e23-ad20-b18ab3684703 · outbound

This paper cites Multiagent deep-reinforcement- learning-based resource allocation for heterogeneous qos guarantees for vehicular networks,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Multiagent deep-reinforcement- learning-based resource allocation for heterogeneous qos guarantees for vehicular networks,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.576143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.443854Z digest=sha256:01464de280f1e2fa9f9513b08bc7b8f8d7ffe6a69ab7b4a2a915651d6b84eaec

Observation 49555791-7083-435e-a77b-3e92bcbb35d8 · outbound

This paper cites Scheduling pattern of time triggered ethernet based on reinforcement learning,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Scheduling pattern of time triggered ethernet based on reinforcement learning,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.435135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.522893Z digest=sha256:5c61d19da3cdb49a77c9cc7df91b9fb3c674ddf2b50d1236ddf35f82bc0027c8

Observation b933d92b-3744-4391-b53b-f22d00f23e4e · outbound

This paper cites Reconfig- urable intelligent surface for Internet of Robotic Things,.

A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication Reconfig- urable intelligent surface for Internet of Robotic Things,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:21:08.325151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T23:20:54.654749Z digest=sha256:ac897753e9bdb8d00377ba2657338d0d27f6221b92cbd2088161e9b45a2635d4

Pith citing papers

Observation e9564013-55ec-429a-87ef-d8e6656f5ea4 · inbound

Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless Communication Networks cites this paper.

Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless Communication Networks A New Pathway to Integrated Learning and Communication (ILAC): Large AI Model and Hyperdimensional Computing for Communication

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T20:59:37.582565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:59:37.582565Z digest=sha256:ffc95f7fd4ab82a5a79ffc047bdfe05c125fb9c8e4842ffcb208f7fd3980715e