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Paper Citation Record · LEDGER

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions

As of 20 August 2026, this Paper Citation Record lists 100 of 187 outbound references and 2 inbound Pith citation observations for arXiv:2504.15300.

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

pith.paper-citation-record.v1
2504.15300 v1

Coverage vector

measured 100 of 187 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:28:50.477143Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:06:48.455887Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:51:03.772459Z

Reference resolution

100 of 187 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ab16612-773a-4062-896d-8abac2a08e9f · outbound

This paper cites Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng

Reference 1

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no resolver link, observed 2026-08-16T12:28:50.026078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.026078Z digest=sha256:25675a630ef5aa37257f89ff4a50538f8c20fe8574b69e705777f7a4f9cefccd

Observation 26d3d86e-d7c2-4f54-bc30-d03b3ef17666 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-16T12:28:50.036377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.036377Z digest=sha256:b71232108d5c17a82c788f0b55dc97160bf2d945887d0095eaafa6a82908f440

Observation 9bf0a818-3f86-4d05-b05d-3cf7081ef25f · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.041166Z digest=sha256:3f22c1b02da9d9ade8f1104bf7226e6100ee49725074b6fe72567fc0bb25e7ee

Observation 32364749-cab3-478e-82e7-252ea6736624 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.045949Z digest=sha256:78f59260a6c4088e3707ed67fda3e7fc9ea1fa8fa8275ff0618b927940a30a5f

Observation da4564ce-eb52-42d8-8e62-4d7a5bb49507 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-16T12:28:50.055142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.055142Z digest=sha256:9e8389f27c717b3c775fb38de206573b46a726106fe3c8c9fc8385390dde00cd

Observation c1e55233-e9a9-4111-aee6-acf4a52d9a46 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-16T12:28:50.059642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.059642Z digest=sha256:33059948017b57f34705444bb18d426a6efcc0a3391c5a9048b91e0ad5f8baa4

Observation 5fe93716-bcb1-44b6-9dce-ecdc31aaac6f · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-16T12:28:50.064130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.064130Z digest=sha256:c1f72689ae029c9df98b9200d407a0c26146866954a4efca76c2295c9ae39019

Observation e20e3599-8e0d-4a99-8a30-df43f4ff5f07 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-16T12:28:50.068882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.068882Z digest=sha256:d1de2d8a6787f8bb807b3e603d81fd74dae3932fe1e6c4f71c6f2fa97d55d6e9

Observation 2e0987b7-1fee-454a-9581-71d6f72987a3 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-16T12:28:50.073896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.073896Z digest=sha256:5ed50189a9bbe00290a8adc853c882f7be7ab4dfca50bbe55a2410d6860fef29

Observation 92c75399-a3cd-4e36-a7fc-e6b700f6f471 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-16T12:28:50.078244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.078244Z digest=sha256:1453c59a5fdfcb52cdd41fd96aad5fdfdc9b1e6e27540453a7054c7e50a6597d

Observation 49147d76-011f-4eb5-adaa-3ba947da316a · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.082474Z digest=sha256:1f353d07cf28e38d5479f4edeb7e8cd628f6ede4925842cc355e6c6a1675a9b3

Observation 4929125c-d4dc-4818-bdd9-1904d56daa6b · outbound

This paper cites Brendan McMahan, Virginia Smith, and Ameet Talwalkar.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Brendan McMahan, Virginia Smith, and Ameet Talwalkar

Reference 12

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source=pdf_text observed=2026-08-16T12:28:50.086509Z digest=sha256:242cf94aaf264a538cf71241555a7eadd7f53b065a1ab59861fc30e500c938f1

Observation f5eafb0e-ba0a-422e-9582-58fb97ad0882 · outbound

This paper cites Andersen, Michael Kaminsky, and Subramanya Dulloor.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Andersen, Michael Kaminsky, and Subramanya Dulloor

Reference 13

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no resolver link, observed 2026-08-16T12:28:50.095463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.095463Z digest=sha256:84c5bc4cda06c34ae8c58e1bfd55a35a2e9d1e7e02337cd87586de40a1f04a8f

Observation 637039ac-62e8-4818-b8a1-9242be7f3807 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Accelerating Large Language Model Decoding with Speculative Sampling

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.099488Z digest=sha256:b952a164e2ef70175b0541012a701cb57b3824c222646dc37f4849ecc430e021

Observation a74b2670-d487-4d62-b021-f6fbab7f8df9 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-16T12:28:50.104452Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.104452Z digest=sha256:d6efc368262f19d490a95dab7f7dd01208ceffe499697fb054d32e67ffcd4016

Observation 18493f80-c789-47ba-8df0-4ca26093b266 · outbound

This paper cites Federated Meta-Learning with Fast Convergence and Efficient Communication.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Federated Meta-Learning with Fast Convergence and Efficient Communication

Reference 16

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source=pdf_text observed=2026-08-16T12:28:50.109024Z digest=sha256:7ab4fc38b9a3a00ebea9b095aeb7d7de1313fedcf9fbfab158f9d4a220203c30

Observation 146d61f3-0c0d-4b39-8923-139b25073195 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 17

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source=pdf_text observed=2026-08-16T12:28:50.113964Z digest=sha256:ec6bcf0f89c60e6b2c9d0c2463ee335f76256144cd2240a66f8c62360adafffd

Observation e6e7a2a6-e624-476c-81e0-da8a3219bafa · outbound

This paper cites Kwok, and Yu Zhang.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Kwok, and Yu Zhang

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.118557Z digest=sha256:1c785b800673171d0cee6bb1286861c3d7db9e2e2f074424f8d964fb1701f37b

Observation fbb993aa-713c-481b-a011-37114ea8585a · outbound

This paper cites Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, and Arvind Krishnamurthy.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, and Arvind Krishnamurthy

Reference 19

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no resolver link, observed 2026-08-16T12:28:50.123907Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T12:28:50.123907Z digest=sha256:b24428fcc363163a6d5d300b88c92934bbb88b2abedb25050d36ba8dd7d37dbf

Observation 3bd6f802-b7f8-4f4d-87d5-f07cb1dfdc7b · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-16T12:28:50.128496Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.128496Z digest=sha256:36cd304e0dea87fffbb6008658de84fd59377192ce199000374fcecb8a4b4bdb

Observation 107ab01c-3de0-42f5-96c9-174c04fb1345 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Gonzalez, Ion Stoica, and Eric P

Reference 21

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source=pdf_text observed=2026-08-16T12:28:50.132715Z digest=sha256:bd77a9468b3100aa80cc3e1de4d0cf63dfa04bc0d85eeb2100f4baba4d897afd

Observation eaaa92ac-694a-410c-bf19-5ea26ebde3ba · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-16T12:28:50.136796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.136796Z digest=sha256:a1dd5f75f714ce94f6b567e65ec2ef4f081ebec3066584e033445f1d4b5e283d

Observation bea247c2-9b31-41a6-91e3-fbb35beb6fc9 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-16T12:28:50.141445Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.141445Z digest=sha256:37b40f12eb5ce56501e5fb77b3f14cf7e42ff3d693b2733202e403872a9280c1

Observation 4fbaa727-368a-4b76-8d52-e2f07f003e03 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-16T12:28:50.145588Z digest=sha256:ca9f7e747df5f24e6df583e0f269529d9a759dc520b31894201fa854b0ddf401

Observation 643982e3-a8aa-4b06-96f2-7d700f589581 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-16T12:28:50.150010Z digest=sha256:8f0d9d9d7a740c6bdf0454a7331e9f4d60dcd16a087b85391a2e846c84c85a42

Observation a2870e80-db45-4139-adfd-465ef4f32614 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-16T12:28:50.154209Z

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source=pdf_text observed=2026-08-16T12:28:50.154209Z digest=sha256:00464d4298bbf7d4ddcf77eed88a99b8a53690b533cfde1e7fbb7c54757188dd

Observation dbe22d51-2236-479e-8289-2ae1b1d381be · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 27

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no resolver link, observed 2026-08-16T12:28:50.158386Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.158386Z digest=sha256:ff604b256a385309cc5d63badd4cf15e1e59d86f4f427b282c11be4add873402

Observation 2f5fce7f-39cc-4ba0-9ebf-87c685372c36 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-16T12:28:50.162786Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.162786Z digest=sha256:054d5046a4953e131c2b281da9938b6c78f826d5cfc3e5bb00b0cb9f6d8c96d6

Observation ebf8b371-2195-4272-81ff-f4ef37804c8d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 29

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source=pdf_text observed=2026-08-16T12:28:50.167169Z digest=sha256:fdd883c1f729e22d1bb6ad08fb62450a854b4e44ac40dd451f4bca1a6a258eaa

Observation eff072e1-2005-4187-af0e-5e8529c7ae0e · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-16T12:28:50.171582Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.171582Z digest=sha256:a29cb821a4fa799cc94983ccd5afed9f9ea4ac2ce3ec37dea7cbebc0edfef2d0

Observation b7fbcfb0-3c5d-4d9a-b447-1772e056a8bb · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-16T12:28:50.175959Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.175959Z digest=sha256:a5aea8aefadc389462fffe6d6a2c241f207b883c6d5c1d72673c0419c9e5d5bc

Observation 05244378-62ee-4874-9d4b-ce3a7bc49564 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-16T12:28:50.180228Z

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source=pdf_text observed=2026-08-16T12:28:50.180228Z digest=sha256:0073a924d4751ae28074963a0571d5ce52127a50fb57e8c6cdc376e8d9c2d6cd

Observation 93cead96-4ae0-4101-9780-a6acc7da0376 · outbound

This paper cites On-Device Model Fine-Tuning with Label Correction in Recommender Systems.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions On-Device Model Fine-Tuning with Label Correction in Recommender Systems

Reference 33

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no resolver link, observed 2026-08-16T12:28:50.184234Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:28:50.184234Z digest=sha256:4bc2da67a98a26a190b4ccba27ca3b9f788c7a55e6c7bbdbfb268f55960414ed

Observation 3eb68492-be58-4ce3-a0d4-b74c8db792ed · outbound

This paper cites DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models

Reference 34

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source=pdf_text observed=2026-08-16T12:28:50.188816Z digest=sha256:a78776c5ba9b1e12f30bc342c400b9b6f13e67f061a35c30154f3559597c3f2d

Observation a9447f98-d052-4575-b025-ab3e398a45a9 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-16T12:28:50.193394Z digest=sha256:a6f0800d2be47aec31d8fffc00b14956190d96185ebad1bde996e1c8ab999b4e

Observation e8770a59-4ac2-4773-be96-8b2382e0f42f · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-16T12:28:50.197601Z

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source=pdf_text observed=2026-08-16T12:28:50.197601Z digest=sha256:c0c2eb9e30c3f100853184627a97b45e0bf891a10effc4f8a5db3ead5dd0f54f

Observation 865f3eeb-5373-4cf1-8dbb-6319d2003a74 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-16T12:28:50.202066Z digest=sha256:3e75612036dfa14e46e820a59b8e5d40edb9151f0bcb35994c63d4d0ea08b654

Observation f32581fa-b901-4a05-b399-6133f5e1a68c · outbound

This paper cites Mahoney, and Kurt Keutzer.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Mahoney, and Kurt Keutzer

Reference 38

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Observation eba8445f-ea8b-437d-a5f0-61bc6ce6d305 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

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Observation 4b6c4e18-613a-4e47-8478-e3bf6d56ea87 · outbound

This paper cites Ozdaglar.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Ozdaglar

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Observation eeb2c01e-433f-4d6c-8ec7-18ccbbec43ea · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 41

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Observation e214c8b6-c320-4a81-9ede-b83aa2edc2dd · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 42

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Observation 2efc7be9-b44d-4e58-90af-4b9a309c9c3c · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 43

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Observation 02666c18-8cdd-4575-ba30-c0f4f42e91e9 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 44

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Observation 664595d5-7575-4dbb-8546-2868efbfe68b · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 45

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Observation 6392110f-2bdd-471b-9b5d-5e08280b6130 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 46

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Observation 7250014a-1e69-45f7-abea-886527063f3d · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 47

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Observation 7d7d95ac-80c9-4790-9dd2-39b0c55f35fe · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 48

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Observation 8763b23a-3956-4833-8571-3310163c81f0 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 49

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Observation d1bac634-a669-4ba5-9992-14fa81041c93 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 50

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Observation cc28cde1-f6df-4991-b1fe-a7211c98b7c6 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 51

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Observation 2d39cbbf-4ecb-4290-ade6-e43a9b93127b · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 52

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Observation e80173eb-0db3-498c-85bf-ad117ac9cb51 · outbound

This paper cites Gordon, David Ke Hong, Peter M.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Gordon, David Ke Hong, Peter M

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Observation 2434e92d-59fd-4584-91e3-e450c7c7be48 · outbound

This paper cites Gordon, Davoud Anoushe Jamshidi, Scott A.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Gordon, Davoud Anoushe Jamshidi, Scott A

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Observation ee39a854-e8de-4378-a5f0-4f64953c3f02 · outbound

This paper cites On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems

Reference 55

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Observation e5bc28a3-b290-4240-a993-7a03a2d387ec · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 56

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Observation 5a80018d-a553-43b3-86de-ad3acdf35815 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 57

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Observation 635e3788-b94b-403e-8dce-473f83b93a8c · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 58

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Observation b9f1d92b-3625-4436-853d-ac8c8fb1b83b · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 59

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Observation 4290ef6d-134f-424d-8cdc-b47687dea00c · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-16T12:28:50.304212Z digest=sha256:29065d70c62b33ec06e581fd9245a929d7b8648aa6b02a3e988df400d1ce1a58

Observation bc86ba50-f4d3-43eb-b4db-49accf692acc · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 61

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Observation 19299a63-0c51-4a0d-9302-64240265b9d5 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 62

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Observation e0c791d6-11e9-4327-9f7e-0d8c8226941a · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 63

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Observation fd345117-9b70-43e9-8b00-c0968e9ac603 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Distilling the Knowledge in a Neural Network

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Observation a3d35ead-c639-453a-80b5-189bfd6032e1 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-16T12:28:50.325853Z digest=sha256:22fb96ed14b8764c281c89f475c819d84c05db9793efa6ea3ce78dbc2c9e1a18

Observation b5fc0da8-07f7-4c50-88c0-44fa70f789fc · outbound

This paper cites Le, Mark Sandler, Bo Chen, Weijun Wang, Liang-Chieh Chen, Mingxing Tan, Grace Chu, Vijay Vasudevan, and Yukun Zhu.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Le, Mark Sandler, Bo Chen, Weijun Wang, Liang-Chieh Chen, Mingxing Tan, Grace Chu, Vijay Vasudevan, and Yukun Zhu

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source=pdf_text observed=2026-08-16T12:28:50.330301Z digest=sha256:313ab915596c3e97263241cee66d09c4312d81cbc9424a32f2b30d672ab48149

Observation 7a56c447-bbae-455a-9dab-2332445ba6cc · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

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Observation d3cbd036-92c9-4b07-8129-5ea27b57af1e · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-16T12:28:50.338948Z digest=sha256:5ce530758c54eb2ca4b9dfc37f5f9c1b6edfc4df38ece8c71260ad34b017939d

Observation 9398483b-6353-4b18-a0fd-95995a7845f9 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-16T12:28:50.343125Z digest=sha256:f40e62167e2dc5cb4370921c4a597ac0958f6a39b2e46eeae5b7a955d7b67dff

Observation 8ed52f57-91ef-48fb-ad88-73807b56b645 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-16T12:28:50.347465Z digest=sha256:efe15cae0fcd15c55dabef861ba0240ab85735a45100a3d079d5a65da3e6f1bc

Observation 171a489e-869c-4922-a636-38a88d023b05 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

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source=pdf_text observed=2026-08-16T12:28:50.351741Z digest=sha256:7f20098086481d515b9905e17bb10d20bb129d3299c29e269a8efd99f4399705

Observation d1043b18-b87d-475c-933f-17bc39ee5e15 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-16T12:28:50.360351Z digest=sha256:90b03a9b77ef77d15dbdfbdd237593e260255171c2191e47fbbd98ccb4098b8d

Observation a5e77a64-5a2d-4f29-8c29-6559a650276e · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-16T12:28:50.364697Z digest=sha256:a2ddf7a951c52cce0e5608fff07d5feb30e2a74ad1fc0a0989386e2382bd330c

Observation b5cb3f7f-61e6-4cfc-bf23-ce69365888f4 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-16T12:28:50.368978Z digest=sha256:7e58d5d703820eade5def7f5ff573f434486b21512c0fa7962b76d9e706aca8f

Observation 1e20f644-84cd-4f81-8f21-6e0fc44e1658 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-16T12:28:50.373231Z digest=sha256:400632198eaa75d8d9fac3ebee8162cd7aa7527375ddb9500bf6f86dd8257e27

Observation 6de397f4-0146-425f-9bc1-fa9c03d90aed · outbound

This paper cites Howard, Hartwig Adam, and Dmitry Kalenichenko.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Howard, Hartwig Adam, and Dmitry Kalenichenko

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source=pdf_text observed=2026-08-16T12:28:50.377322Z digest=sha256:2236da5293eac0c5f8784491fd41d8cf23deccea1d346439e26477c28cc29a23

Observation 7b5efdb6-a5f7-483f-a4de-3a3f5eef9064 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-16T12:28:50.381699Z digest=sha256:c0decfd806c5bcfcb1d7b9324cd74c456421da1f6353e325df4dfae27bdf7dfe

Observation df727a27-b933-4be9-9019-39c31a9767e9 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 78

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Observation ae8b8f70-4777-4e68-acb7-ce40ec538129 · outbound

This paper cites Whatmough, and Venkatesh Saligrama.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Whatmough, and Venkatesh Saligrama

Reference 79

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Observation 93b65e79-dfab-4877-852b-9584133b4383 · outbound

This paper cites Mudge, Jason Mars, and Lingjia Tang.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Mudge, Jason Mars, and Lingjia Tang

Reference 80

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Observation 1c3affea-4194-46dd-a57c-d9af8f64bf39 · outbound

This paper cites Reddi, Sebastian U.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Reddi, Sebastian U

Reference 81

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Observation 3ab90727-66c4-4b15-927c-a3098563ad93 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 82

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Observation 18c29396-4860-402b-9872-5279810b1b69 · outbound

This paper cites an unresolved cited work.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 83

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Observation a317acb2-df01-471d-a954-3d60d46af5ec · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 84

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Observation 029e15fa-3597-4414-99da-bcbe01d9438a · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 85

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Observation 2cf3c2f1-e16a-45ef-b593-45e59662559d · outbound

This paper cites Venieris, Mário Almeida, Ilias Leontiadis, and Nicholas D.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Venieris, Mário Almeida, Ilias Leontiadis, and Nicholas D

Reference 86

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Observation accdabc0-1b93-4a29-86ba-afab0c987130 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 87

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Observation 43fdac8e-c7f5-494c-8c12-2d2f1edcbecf · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 88

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Observation a54d5ccb-7c03-4d44-93c0-f852df3c1e76 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 89

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Observation 69d62152-ef04-4430-9ad5-1ab84cbb2a47 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 90

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Observation f78ff451-3b77-4020-a8cc-bf4fc9da2455 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 91

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Observation 37ab6858-d16f-4f7c-85e2-f65a8d21e8ef · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 92

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Observation 2ff5c404-d54f-4f7c-834f-c8913fa7d1be · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 93

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Observation 97da03d2-0e1a-4ed5-be85-add364c35dc9 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 94

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Observation 58414c10-d30b-450f-8d83-03da9721d690 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 95

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Observation c00a4cd1-0d31-4f13-8071-53d549d05f83 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 96

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Observation a7d3b89b-207d-4863-85c0-96ba457de86d · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 97

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Observation 9abec1fe-7203-4bcd-820a-498bd22b3075 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 98

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Observation fa74839f-a6d3-4d27-9b89-f4b6bc9b11f9 · outbound

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Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Unresolved cited work

Reference 99

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Observation fb0df246-64d2-477b-a07e-a08bd72382c4 · outbound

This paper cites Stich, and Martin Jaggi.

Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Stich, and Martin Jaggi

Reference 100

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source=pdf_text observed=2026-08-16T12:28:50.477143Z digest=sha256:e48f0f0ab954b679f3dc3015c71cdb3acb36a68a089f66d72f4fef420e4e487f

Pith citing papers

Observation 374773ba-3864-4089-804a-229fbdb7580e · inbound

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges cites this paper.

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions

Reference 163

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Observation ad2e3465-63c8-4155-9b96-6acac1ac9cae · inbound

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions

Reference 113

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arxiv_id, observed 2026-05-11T11:51:03.774645Z

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