Paper Citation Record · LEDGER

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning

As of 18 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2505.13081.

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

pith.paper-citation-record.v1
2505.13081 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:24:36.042155Z

measured 78 of 78 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T10:44:31.842696Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:46:17.226497Z

Reference resolution

77 of 77 outbound references displayed

verified exact1
verified fuzzy23
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6d97eeb-c5d0-4b91-b84b-4328039f8349 · outbound

This paper cites Zhang, Z.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, Z

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.161360Z

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.

Observation 63db9aa0-58bf-421b-b246-0a6a15859587 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.725862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef2225c-e523-49b6-98e9-5afce43d2a9f · outbound

This paper cites Donahue, P.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Donahue, P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.139348Z

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.

Observation c683870e-3e27-42ae-b534-5ceab19704fe · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:37.126198Z

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.

Observation aa053f92-35be-4089-9512-8a50d7b3aaac · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:37.113118Z

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.

Observation df57dc08-8003-4577-b16a-58c12b77ab65 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.743455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b749d0-2b72-4444-89f2-f512a45d7bdb · outbound

This paper cites Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.748210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af34f19-b77c-44b4-8229-2f71eaf4ad2b · outbound

This paper cites Causal diagrams for empirical research.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Causal diagrams for empirical research

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.090541Z

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.

Observation df39f872-5006-4dc2-b7b8-dc23eee44c0c · outbound

This paper cites Causal inference in statistics: a primer.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Causal inference in statistics: a primer

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.076863Z

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.

Observation 8df3f867-0f14-463f-9894-2a055e69008b · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.761019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305db769-4c1c-4759-9b28-6481fb8e3a6d · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:37.062893Z

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.

Observation 76761422-834b-4d8d-980e-aec2a4dea785 · outbound

This paper cites Direct and indirect effects.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Direct and indirect effects

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.048095Z

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.

Observation 8e6dbf46-2a1e-42f7-9e84-d82fe46c1348 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:37.034501Z

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.

Observation c6f4c69c-6982-44c3-ac65-c8fef4cf7dd1 · outbound

This paper cites Zhang, C.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, C

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.019866Z

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.

Observation b0d22d7f-b857-4b2a-a3ee-4406d586a13e · outbound

This paper cites Azizi, T.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Azizi, T

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:37.006088Z

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.

Observation 1e3aa7ef-d038-45c7-b826-f1a6969ebb04 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.991692Z

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.

Observation e84fe87e-941a-4a8b-8f01-c9626186e341 · outbound

This paper cites Sharma, E.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Sharma, E

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.791001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec021163-1ef3-4fca-903e-53581dee7140 · outbound

This paper cites Qwen2.5-vl, 2025.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Qwen2.5-vl, 2025

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.968046Z

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.

Observation 5468dcad-f59d-4b38-9c63-95667ae00d0c · outbound

This paper cites Hyland, Q.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Hyland, Q

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.952099Z

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.

Observation 5ab67a14-3cef-4cd4-984f-f178dde666ac · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.937981Z

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.

Observation 55df69a0-5405-433f-b2aa-a957458358a8 · outbound

This paper cites Usuyama, S.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Usuyama, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.924043Z

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.

Observation 68b8114c-ff38-45a7-9598-865d7ecc2f69 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.909693Z

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.

Observation f639ca3a-e168-4fe0-9daa-74560abb219e · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.895673Z

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.

Observation 3b15ccde-813a-4ddc-8a61-7b4db0516c20 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.820092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33dae1a5-a99c-4551-a263-385338a3bab3 · outbound

This paper cites Hyland, F.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Hyland, F

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.872814Z

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.

Observation eb2da3a6-bed4-4b4c-883b-06eeaed4d7e0 · outbound

This paper cites Chest ImaGenome Dataset for Clinical Reasoning.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Chest ImaGenome Dataset for Clinical Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.829664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06290fd1-e302-4957-ab08-255c1d02e23d · outbound

This paper cites Song, T.-H.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Song, T.-H

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.858822Z

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.

Observation eb211631-3aa0-4e2c-91cc-b519adba397d · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.845009Z

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.

Observation 45734484-d943-4f1b-b69b-4f2a9c43c858 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.830745Z

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.

Observation 9afccc01-11c9-4cdc-8bcb-c62846c728ea · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.817338Z

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.

Observation 574424e8-2c6a-48ff-b77c-185bfb176c0c · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.802589Z

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.

Observation 95fe0f1b-6f40-40e8-9140-446186e9050b · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.787279Z

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.

Observation 224cdc78-eb1e-467d-bdc3-b096d1b13f0e · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.773297Z

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.

Observation 64591896-591a-49f0-83a2-5db5aff777ff · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.758642Z

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.

Observation 439f8ba0-0c26-444b-9d84-ac0d5a20afbb · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.744052Z

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.

Observation 1bae267e-3ee5-4073-b49c-9fac89a0d49a · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.729675Z

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.

Observation b4872447-2749-456c-b546-f703ce4d1194 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.876806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20391c2f-50a6-4089-b437-6bb17903df2b · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.705931Z

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.

Observation 05761054-b0c5-4714-ae66-a5e5ba6d04e5 · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.884998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8281aff0-c10d-4c99-a837-597886caaea7 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.692740Z

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.

Observation 1aa4a15d-0429-4140-90d2-c194c73f2549 · outbound

This paper cites Talius, P.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Talius, P

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.679122Z

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.

Observation ba46602d-9bfb-4428-9334-5d4880d9ed1f · outbound

This paper cites Zhang, Y.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, Y

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.665275Z

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.

Observation 1278e9dd-5d87-4b34-a37a-b47d0bf168f6 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.651229Z

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.

Observation d6b0bdfb-2c3b-44ed-8653-e7d7edc279b5 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.637194Z

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.

Observation 10972abe-93fb-4c82-9ca3-a024f9de22b9 · outbound

This paper cites Antani, M.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Antani, M

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.623460Z

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.

Observation 48e56097-daf1-43ac-a2a0-0c559f179d1e · outbound

This paper cites Pertusa, J.-M.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Pertusa, J.-M

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.608054Z

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.

Observation 531ada69-ac98-40d3-9321-f5c3aa7b7107 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.593949Z

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.

Observation a1a2354a-209d-4a72-bb4c-87abda3ad928 · outbound

This paper cites Rajpurkar, M.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Rajpurkar, M

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.580458Z

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.

Observation 4a8abbe7-7ca3-41ff-839c-8cd153523a1c · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.566821Z

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.

Observation c278cca3-4c25-493c-922e-4ba645db1082 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.552687Z

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.

Observation 8e8c38a9-72a0-40f2-97bd-ba2e0209964a · outbound

This paper cites Xiong, A.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Xiong, A

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.933857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b730403b-d425-47a0-b6c0-3f3f291b810d · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.937669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbf1443-31a5-484c-8a71-0d068e1818e7 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.520165Z

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.

Observation fdd3410a-169d-4eae-8c5a-2b81ec51dbe1 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.506604Z

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.

Observation 0d5b163b-91dc-4843-93f0-d99e003acbed · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.492383Z

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.

Observation 65ae4c98-df76-4119-b7e4-2c9af8fed493 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.953524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d4fb766-c2c0-4494-bd59-d97913ceffe6 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.957519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702e9f4b-140b-4cf6-aaeb-0fdec24d0df6 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.459436Z

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.

Observation dd8015b3-b5dc-4b26-8d07-7c7e746fb3ba · outbound

This paper cites Zhang, J.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, J

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.444609Z

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.

Observation 8448a949-f018-45f9-a94b-172d8ab00a43 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.428995Z

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.

Observation c812c78b-e1c1-444b-afb9-f7a49b52840f · outbound

This paper cites Zhang, D.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, D

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.413344Z

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.

Observation 9507019e-d7ec-44ad-96c5-27721ef0da9d · outbound

This paper cites Jeong, H.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Jeong, H

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.399175Z

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.

Observation c66d4aef-3718-462f-9c9e-86a73d329c46 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.383335Z

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.

Observation 0fc18d26-0420-4197-9780-74a11c029e37 · outbound

This paper cites Zhang, G.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Zhang, G

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.368556Z

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.

Observation 5dcc9223-a783-488b-9b83-f4cce08cbc44 · outbound

This paper cites One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:24:36.171721Z

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.

Observation bd2a9c3d-9fcf-4192-8729-f917c82ec1b4 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:24:36.353413Z

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.

Observation 36518431-baca-448d-b996-bd1aef0e1b0d · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:35.998947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d145e729-b834-4366-bc60-d87ccda81cb2 · outbound

This paper cites OpenAI o1 System Card.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning OpenAI o1 System Card

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.003097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d5c090-c0e3-4215-9e26-6a2dc917f892 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Constitutional AI: Harmlessness from AI Feedback

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.007592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327ad8e8-24d7-46e2-a37f-24a406cdbf25 · outbound

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

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.012163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f998a3a-230c-46a7-b4f1-e39d80bc1ba4 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.016344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71b5e30-70b3-4f9e-9d30-4008e28fc274 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.020592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e8efbee-67ea-40b7-8f69-6833464c8541 · outbound

This paper cites an unresolved cited work.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.024776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc073c4-9275-4d55-a68d-d1695a660349 · outbound

This paper cites Huang, L.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Huang, L

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.308186Z

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.

Observation 30d4d7bd-9fac-46af-a5c4-1903b6877e23 · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning The Lessons of Developing Process Reward Models in Mathematical Reasoning

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.033295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ebe48d3-79ed-4899-a6c6-b2f41d50c5e2 · outbound

This paper cites Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:36.037648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0098a0-cafe-4ffe-ae03-2ae2fd3a70de · outbound

This paper cites A.2 Causal Inference Recently, increasing researchers have incorporated causal inference into deep-learning models, espe- cially in large models.

Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning A.2 Causal Inference Recently, increasing researchers have incorporated causal inference into deep-learning models, espe- cially in large models

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:24:36.293667Z

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.

Pith citing papers

Observation 158401e4-6d90-4d0c-a42c-f2d30e5c4729 · inbound

Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Multi-Stream Environments cites this paper.

Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Multi-Stream Environments Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:46:17.229049Z

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.