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Paper Citation Record · LEDGER

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

As of 13 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 2026-08-12T06:34:41.77262+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=sha256:72c4b49e67cea562039a76258efe9ef0c4d8f8b0e9f3f844751dbd7957a77056

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=sha256:167e86fd088efbbe787a8c523f4b4b669a92cd72b25799a6bf8d3f478f9d7b51

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.339133Z digest=sha256:12946c9389970ffec95a4a3b413fe82503c4948d5771f324c0befeed93bfeb9d

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.342954Z digest=sha256:7540f6764f6f5367b632346fcb41b931fc8414830baa4d82d3a726e216310057

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=sha256:3ae5d9061fd95accea41c6a10693b9c68c5604ad40ec47bfcda692749350935c

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=sha256:6586ba137cc3a4e44e2fc3b4b6259eb008506ee6eecef70f86f7c57cbcc83050

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=sha256:0e6a2640131080ca45631f565b2928a08f2a10b436077845404beb7da6f6d258

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=sha256:2e76d229ab994092d62b31e753681836165d5e300da0d977b8c899ba47b5ed52

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.361740Z digest=sha256:29b9b8a36133d24fe4f2a948c44526859e5443844d97bb01d1a561234baef3e3

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.365117Z digest=sha256:e7531d44135fb88468a76631d65b6bad55918760ff0037b27620eb20cede042b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.368348Z digest=sha256:62942c43b7ba491e6041169f8477800ab6d2639de03a25757c90f1651c4ea83f

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:c932af506f12173840ca2c7564002ca908a18e11db66737b2d7a47d93be3d8f4

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:c5c7e99f26d11ce90a63e219bbf3e17e040c69110671aa39a325fb1599f7f8d5

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=sha256:60416139b28946b1613102b63b86d0c4e0cdb759ce7904869b9926e3c9a32196

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:e55552bff41e3a80ab071b946d20ab8321be541a50143092c97e511eb80d79f0

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.390158Z digest=sha256:97b03af31b4f9d4f7abd139eae918c7420cea9f8ab0973873ddf1440f264c548

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:a7f5c74e08539da9534a7e892cc8f0c1e517d983787e6b5ba62a8f7ff36236bb

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.396645Z digest=sha256:60f0dd8d6e117a154a7a0db46a4b0c30dd485b0de423f11cd261565ae0cc7247

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.400039Z digest=sha256:f05af91d085dddd192df0452c5a723372efb252fbde1eb0e02c6a1514a5f3384

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.403434Z digest=sha256:72a7418ed03a7d9a175896bb6631089349e1200bf097d0e15452095efa8a8f74

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.406452Z digest=sha256:fe6468dcd853325e39f02bc59fe7bce4c38fdad891e1be44bfb344310a7f9c00

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.409756Z digest=sha256:3dd8c78728cfcfb5e637e193aaa720490b82dfcac1d16f6843466f16c337d658

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.413342Z digest=sha256:95bfdd794ae72128683b878f31c1327200b1413d136d5f62cec523011665c5a3

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.416424Z digest=sha256:0375869c89638d18dd1359184c7e77ec0f3c4373b6e37bf79a257b68ff5a8b57

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.419520Z digest=sha256:6a5278b16795dd8bee30b5ba020a792798021a23d32be2478b19d77417ad386f

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.422603Z digest=sha256:a582347abcf8f2e94d02d46e73b536e1d118052af0969ae023aad5708164bc39

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.426116Z digest=sha256:44367951c90297e246c3a4a336988e76270e6a0d868a278250da33d2e7ba7594

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.429287Z digest=sha256:bbe4ed1c7591957311a2459058203879ba5df220e33901d844a72d37f057a4b5

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=sha256:58ec7321eb6f9ac212cb8a1eb4262889f636a708a15f85f89f933d78bee5ad2b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.436200Z digest=sha256:3483f8612d2b46ab8a6d24c41fdca9c0f5cb3e2cc31f0449c6615c15d9bb00c5

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.439288Z digest=sha256:654899ff37a335585e798d27a243728df8efb0e220df72c3bcb2d27b6bb46350

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.442535Z digest=sha256:7d656ab9b169ef1f377649ba2cc2d724629234ae35b947894e3341aaa6c91533

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.445711Z digest=sha256:4d7db39a48a44149ec88595b51c68c0839ee5ef0f7e3a22e273b09fc4074cea8

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.449040Z digest=sha256:aaceece95c9813eccf22d1df97cdf2bffe9b1d6a5ce2f899cfdb1023febd8c52

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.452550Z digest=sha256:1118ec8be5229167d991c66f15e3a57d12720c759fb9cc796514093c37a31f5c

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=sha256:37ad7ac10d060a4038835352f8cbad12f7510e07309bac17ff947c3093b96161

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=sha256:9ae9d7ddc3bb3b666ff8c0893a93aa4322ac2b51bc6dab35df8d881ae258f8f0

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:c964c69167b8553bf21c2d1c1231b694961c32c8afcb089973a60092eb046bed

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=sha256:4f77e35785afe884fa3725e65e5ff66f1e005332340cfbecb2540e7e9c2a697e

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=sha256:4720e863bce13446434d77d19a4732ef85db6c83824df0185c01e4ef446826f1

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.472266Z digest=sha256:0209d13db5478c87d79fe01ac7f08d85de525da45aca5a21b10102cb275c3a0d

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:a7fee8971affa395b9caacc2ce38d7a7208c783ba8f1a86ca3d91ac9100bc462

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.479072Z digest=sha256:8ccff7dc2c07c8eab33624f328da4d74ecc458b0adb70d258fb7802dbea9111b

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:e4438bc87c6bb0548a7efaeab74241a5df92356208b5b097a257969b711a5b18

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=sha256:01606d5c35e083c4dbe890473116194f137cc877a092bee98fc0f53eddb35cd5

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.489137Z digest=sha256:79652cdc62046b90cb2a117c6c20169707874722aa36cdd665cb05a257ca553a

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.492416Z digest=sha256:2d7187df2cbe0ace2445de9fde30e3f7997414d474ab778158a33af7e8715b83

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.495505Z digest=sha256:46d476360958c8cf0c5fc883bb7b19c741e8da88adc7badde0d242f525bc90c1

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.498443Z digest=sha256:9c450f503c0e0fbb9a491ba4008d458b94ba8a86b74137bafc3f2e09c473e3cb

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=sha256:7a2d1647e49ee84f51342973dfbd1f4fd848ccfe5324f38db5d90689a543efea

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.505064Z digest=sha256:75369b85df750e34aec30198c648f6b51f7f8d4eed9858eec40cb65b1a109653

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.508085Z digest=sha256:a402852f40e5bc290902d8d475770b642968a1b4804d1158a5c91c04952c49a0

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.511278Z digest=sha256:25e1fd84805f53b6d163899826dadc35ff55c4ce78154dc0273d61a1276fdaa2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.514229Z digest=sha256:f274257733884e52865a972845af153f2eda3921c97eabced9d6afea3c5d6a28

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=sha256:4a05595020cecbdeee6c43cee223cd1029d5250cd38f14e09292d0748750f1cf

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T16:46:03.520712Z digest=sha256:27277c4ad888dc98e1c638c72aeb3fe8484ec65f2840b28b97b5fa44f1dfcd86

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:dbc343acd2a16a49f11b27ce85621475ad9635851ef8e0a0b755c21f686a474a

Pith citing papers

No inbound Pith citation observations are available.