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Paper Citation Record · LEDGER

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression

As of 19 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2412.09812.

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

pith.paper-citation-record.v1
2412.09812 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:46:03.523771Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 942abc69-59ec-4ec1-9f9f-7db90126f49f · outbound

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

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.330843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.330843Z digest=sha256:fc8b661f6613c75c55a3b3ab8df7f9396a35a597a5966370b2b30d3c24c3ff08

Observation 288bf31c-4632-497a-917a-9e02692c3f4b · outbound

This paper cites write newline.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.335023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.335023Z digest=sha256:2f9bfb53ccc9eca24a46ebaa7f56eeec90bf86cc11411d293648da52d3a9c026

Observation 141a57ce-e0a2-42f1-b876-6c265c3ddedf · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:04.047226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.339133Z digest=sha256:ef0002f6cf1d60e10ea8503aa788ce6281114f4dcfbd8dd9ebc064d98a9dd2bd

Observation 37126269-b472-4fdf-9e01-92864a548d18 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:04.037637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.342954Z digest=sha256:814889b53934cedc2cacec674b7e5f6bac18d40aa353c781111508494258afea

Observation 3c326b28-f0db-4647-9f73-a3e447d11582 · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.346291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.346291Z digest=sha256:5705622d6faaa76182fbeb688672e919102d4265f263073f100527b7ed36c479

Observation 8cd4ff1e-ff3e-4a0a-bcea-e5c2bf494510 · outbound

This paper cites FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.349904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.349904Z digest=sha256:5ee57317fb4b385be97b036979c0ac071e9fd4daac66f963a70b876581494d1a

Observation 7e7af109-f93a-48d8-ab6e-b490e977611b · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.353577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.353577Z digest=sha256:e1b194e9b182187a50d994313ae500fec492ce755d216ad03e7c42e5df9d5693

Observation 0e2d1cfe-d703-46ef-a3f0-ced958037ff0 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.358017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.358017Z digest=sha256:c3263d8a8679d0c467c9b94b6854bcd1b9be6d128d13d7f9570e82c4fb190551

Observation 8d65cddc-af78-4174-8ee8-663ed33ea259 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:04.017416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.361740Z digest=sha256:57a2e64a81f4d144a86d18987834da42f481cdf227d0653795446623cd9697e1

Observation 6b5a1b53-aea3-4205-bf39-bd9a784ebf5e · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:04.007902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.365117Z digest=sha256:fc1a3d3af43fd0aebd06fa5b8153b0c406942888ec51943c71653908beac0c67

Observation d8587ce9-8034-492b-8575-19284d4d444d · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.997978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.368348Z digest=sha256:6d37f74474c0d45baf9314511853d16a38b173a044508989fe77b8ea337c8682

Observation d146be6f-6ba5-47ac-aab5-a685155f3f24 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.371721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.371721Z digest=sha256:ffcc0c2358720d5207c8729d88aee0906f8c13b5fb9cfe1fbd38ef43fc1e8b3b

Observation 20d3ae03-102c-44d6-82d4-78cd100d8ddc · outbound

This paper cites FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.379073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.379073Z digest=sha256:77820626c8a150c7728097017bc6fd03232785b64a862f020ba698d22907303c

Observation 3b62b779-8c4e-4cea-8c34-7673e96c49ea · outbound

This paper cites The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.382794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.382794Z digest=sha256:5ff0ce17c77ad49714be6f7650123a54ff0bfc82ab9fbc599c3b344e6c022445

Observation 738725f0-8ff5-4456-8ce0-fcf6f8eec919 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.386479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.386479Z digest=sha256:e7b0ca8807d5532c93df9db910cebd60e7748f3a2ff38be577c7cbc7dddecca0

Observation 9827cd99-8606-4ca1-8c81-aa1722362d94 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.982909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.390158Z digest=sha256:44ce15c8560f980e7dc29d9ac1ebceecfdbebff1078b1daa02a4ac8a0d17fea4

Observation bafd5795-08f8-43b9-be0c-7d2353c6b56b · outbound

This paper cites Distilling the Knowledge in a Neural Network.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Distilling the Knowledge in a Neural Network

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.393439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.393439Z digest=sha256:eb7cffe5184c454dab55f3216a1d39b97a720b44fb2c62a9d2fb812e2603e12c

Observation ea46e057-88ec-48db-a56a-f9cd0ed5065e · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.973643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.396645Z digest=sha256:75823282860f4ea6879bbfde996fe06bd28c52532e560e8d1e0e2c9cc3734577

Observation 65dd2009-b6da-4e62-92fc-a9a3215d0cf6 · outbound

This paper cites T.; Zhang, C.; LI, Z.; Li, B.; and Wang, Z.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression T.; Zhang, C.; LI, Z.; Li, B.; and Wang, Z

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.964591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.400039Z digest=sha256:94e1ab2b185368b0c8d7984843683deec5e9a8df49b5bfa3356e2858c6232e80

Observation 7672b5d9-300d-405e-b560-f69a436125f1 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.954774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.403434Z digest=sha256:281a676850ce5dbb5ef675131eaea09773c5a144156d9a442971d9b360fb1420

Observation 8db8ded2-3923-41e7-991c-3b1239fe1d3b · outbound

This paper cites J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.945456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.406452Z digest=sha256:ed3a475c4159757961d174173b17e1a952f787131c21126c69ef871869828c0f

Observation 2664bd89-ab88-47e0-870d-892787897e35 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.935066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.409756Z digest=sha256:517e5393f98c43ee0dd0c27376024c1863fa37d8a63876368e8f34e7d9ebb7b6

Observation 4a1f9ae6-2b63-4a79-a978-e58fb408e0dd · outbound

This paper cites C.; Lo, W.-Y.; et al.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression C.; Lo, W.-Y.; et al

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.925476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.413342Z digest=sha256:cdbe4f782996de64b7d1544ddf51307ed4567140daedebcc80e00664225eb954

Observation 9d5bcc62-eca9-4e8b-9831-a09417aa350c · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.916092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.416424Z digest=sha256:aa8db551933279f8bb82f7d420cb2f0acc27104feb2d08b539b4f0809c371ff0

Observation ea0aef3d-2afe-4035-9987-8c7d7228ecdf · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.905648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.419520Z digest=sha256:1333747da4a98dc38fa0d3552ca3a004144aa57010aed6c87e34c4df518b76a2

Observation 9db765e1-9c16-48e5-bbe4-a87f512a1bd0 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.895097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.422603Z digest=sha256:9ac1efc99521f509e363419dda433ef47969789cebc8be0699e6c46678bf1c85

Observation 3a064b8a-754e-4e9a-8907-9115a033ddea · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.884612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.426116Z digest=sha256:4fb7d6d6405ba7cc220dc5932173ad3b78a3021818e2a0c77fdd23adcd6e387f

Observation c706aba2-7c11-48c7-bd73-e97e91a9ee40 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.874272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.429287Z digest=sha256:97e0b833cb5d903d8e0fcc17ac1637ded819abb348cbf968e384537b49207a46

Observation 504f57ad-4113-40fe-abc6-b5e7ed22767c · outbound

This paper cites LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.432650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.432650Z digest=sha256:f410aff52d4fa4fc38b6207b50427f9cdcab75d0e2277dca06dc9a23586a22a2

Observation 8fe7c056-980a-453b-9ec9-2012c49cc6e2 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.864239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.436200Z digest=sha256:7145c2f39d8bd784c1981112a446dc398252b6c7345a5b56c6ea67ade15825df

Observation 22b2e1da-7f89-47a3-a1c0-83409770554b · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.853003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.439288Z digest=sha256:0e3254d15e6a016e6ce1df433822ef10cc56995e127a18f6c39121cc1fe3fdd4

Observation 52a7be58-3e86-423b-940e-1e8e45531b74 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.842038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.442535Z digest=sha256:c4ad66944fe33c20fffd438e17b1d8d6a2eb64df820e91a8a362122425888540

Observation 991a8411-4d03-4e04-9c1c-01b3c636e014 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.831611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.445711Z digest=sha256:0978ea51fbef00115ed46ae0d301ea11cd9596d0d961fa5a923b405506544f90

Observation af623883-de49-4af3-95ce-2edf8155175f · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.821050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.449040Z digest=sha256:2e890175b6f88c1c07fc978f95d41aac1f5d999e7c9c7b40222d76a2e81316f7

Observation 14cc93cb-d21c-4b43-88d0-dceee278e134 · outbound

This paper cites C.; Ding, M.; Pathirana, P.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression C.; Ding, M.; Pathirana, P

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.809439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.452550Z digest=sha256:159400ef0e9c03e95883c0d697ad853291aec3da9ba65de339a1c53c1eda54fb

Observation 030224f6-d91b-4830-a952-6ba6d9f74e3b · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.455843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.455843Z digest=sha256:1dbfc153742b324a0aa7eb30ca6ecf185f358981a89988f5a9dc79d4b7b088aa

Observation de533478-b703-4881-92f5-4e1f628283c0 · outbound

This paper cites LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.459127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.459127Z digest=sha256:662ad68c390a4d6054f9628fe53795fcd7e3999b77aa9ef0e552ecc57081df2e

Observation 17525117-79e1-4929-800f-a1dc07b78674 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.462171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.462171Z digest=sha256:919ffcecc1359e67d1c72a22a5ab3415238cb2c406bdcd29792a8ae9ffda2910

Observation 221ba79a-f6a1-4773-8b60-706804943e72 · outbound

This paper cites W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.465911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.465911Z digest=sha256:45fb1a496b8f3d3e99152670cf402708fcd96cfa98cf1caf6a67ec5ead6b7a65

Observation e2e25286-5a32-4d0a-919f-eab642594cc0 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.469124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.469124Z digest=sha256:de747b00fcc42c6d868b051fc98f4a1d1d4901881bb9dd9374baab7bec3ce154

Observation 223be2fa-735b-4e8f-bcae-1a4b9d208ef8 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.775430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.472266Z digest=sha256:8e4061508ffc4225d9acd0ce797b92a31b6630d57ee417da0641bab024760b47

Observation 617645ca-2e32-4271-857b-9ac701543257 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.475371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.475371Z digest=sha256:0cdcc711fe2c69cbc7c3e5adf50ca00864203c434b4cfd353a517b9c30dcab0f

Observation cf0a01c9-d64c-497b-ab6b-c0976e855d09 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.765580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.479072Z digest=sha256:8a81d04bbf789ba96e46e1128b8effa0f67a8e4725b74d0ba19bd2c6e310f3a1

Observation b8a3b464-1e51-4676-98c6-289a32f2881a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.482389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.482389Z digest=sha256:a32a93b743641802fb53c6248fdfdcafbfe5a6c1edefa424593a7594120f1378

Observation 3d768378-a39c-493c-9d82-b0cc15fb63d8 · outbound

This paper cites N.; Kaiser, L.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression N.; Kaiser, L

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.485718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.485718Z digest=sha256:c62a4476fca8a05d6f72e606705c84fe27678dd9c1659565d519e9c012709c4a

Observation e9b6f37f-331e-4292-8a53-7f1e01ecbe60 · outbound

This paper cites Y.; Guu, K.; Yu, A.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Y.; Guu, K.; Yu, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.750306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.489137Z digest=sha256:10903bd8c0dc16d84222ef9b56c9ec5913fea254d1188b20778f3273957e76cf

Observation b3146733-c3f2-44e5-ab15-31f69b5ccf5d · outbound

This paper cites F.; and Gardner, M.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression F.; and Gardner, M

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.740961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.492416Z digest=sha256:ea3dd8033585bbf8af57c101fca20834e2cb123257032a288e6ad1ddf16ef87d

Observation 43c66eca-1bb2-49f6-9084-547be40fc133 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.730751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.495505Z digest=sha256:6db78f6a5c56636173c2efa856f3faa8bb4e013831e280fb95a8e58f7edb0cb5

Observation a5b459ec-a8a1-4e57-b798-e27106c81c90 · outbound

This paper cites W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.720273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.498443Z digest=sha256:df07af433f640f3f2a0e682d04a5ad154273594e4c99273b00bdea093b2219a5

Observation 33cd0778-1850-48a2-b679-6e61413a1f79 · outbound

This paper cites Offsite-Tuning: Transfer Learning without Full Model.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Offsite-Tuning: Transfer Learning without Full Model

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.501606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.501606Z digest=sha256:8a99548bf1bb86a0b8658b53eb0fa41f648d8ac3650a022e1d0f9c252c379076

Observation 21dddb69-c15e-4276-94d6-fba2d5eb4e67 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.709182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.505064Z digest=sha256:3478652adce4c23ccdda2cd91138658a07c3222c2a20d38b4a3b8196f4081501

Observation 7c920ffc-bab7-427f-b5ad-4467335dfe57 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.699141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.508085Z digest=sha256:0b17f169eaf0804933579c79413b433935bd1b090d247c84a9cbc8c63891f7f5

Observation e64179e7-6538-4549-917f-8aafa25a0336 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.689425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.511278Z digest=sha256:9dce8514906be192beb0535ceb89bfd5119127459493b71f24b26808d8b6c333

Observation 9a247a88-a813-4bb0-b50e-efe902a753b4 · outbound

This paper cites an unresolved cited work.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:46:03.678607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.514229Z digest=sha256:a7cf04331c623f943c3592bda2fb10ddccb0b01e943e2f94dcb5ce408dd3ae1f

Observation c251d0da-3632-43fd-ac5a-2bcf62af83a3 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression OPT: Open Pre-trained Transformer Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.517386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.517386Z digest=sha256:c5f39921be5d7df4c57286599d523d816f1385004352d9f09d7b2f5079d6c0a4

Observation c58a1cb7-d156-4aa4-9ffa-c35b4540e3d9 · outbound

This paper cites C.; and Liu, Z.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression C.; and Liu, Z

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:46:03.668122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.520712Z digest=sha256:2080db1262a7889b957649f265cae29de7c4849d09dcf02919c1e565bbce1315

Observation 3e8d4f2d-267e-488f-954e-d9e3d925c2ba · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T16:46:03.523771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T16:46:03.523771Z digest=sha256:518dccb0698e370d5766813d56ba189916eb9f0b1d9320b1684c2e1b47cfd17e

Pith citing papers

No inbound Pith citation observations are available.