Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:32:51.252322Z
Paper Citation Record · LEDGER
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach
As of 9 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2508.12386.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
52 of 52 outbound references displayed
- verified exact1
- verified fuzzy7
- unresolved44
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c344646d-5966-46d8-a828-471c2418fe52 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:44.981439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4401d993-8a83-41b0-907f-06713876d5f2 · outbound
This paper cites write newline.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:45.087224Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 736e2250-6da5-4a0a-96f2-cb098b7a378d · outbound
This paper cites Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:45.224663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72688120-8395-4a88-8ec0-8066b0dca037 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.213838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5ba68759-863f-4ee2-9930-b7b969d54a6d · outbound
This paper cites E.; and Nocedal, J.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach E.; and Nocedal, J
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:57.199130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b92f696a-2d65-4ddc-84a7-650545897a52 · outbound
This paper cites P.; and Vandenberghe, L.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach P.; and Vandenberghe, L
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:57.184356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ce75ecd1-d68e-4f0f-be2a-94924d62e2e6 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.168911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 74be0175-2da0-496e-9615-9936d5f22444 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.153850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a4ea92ec-53f4-46db-bedd-2e996ea3e3fa · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.139054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d4af53d7-1714-4ce1-85b4-1adadae8e039 · outbound
This paper cites Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:46.375189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fed107c-e0ce-4f3d-a80a-1ebfd3c00425 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.124401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29ce5d98-a54e-4a52-a892-52be8e066e75 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.110097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6d107101-e13c-4b6e-9474-dea1e72e1383 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.095228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 75c10d52-f6fd-418c-ad8d-f201d614e170 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.081329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37ee91e1-f6c3-411d-89aa-ba16f7842e4d · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.066663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f284df43-9cb6-45cd-9c0b-701ff825a3aa · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.052551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f7a7ccf-6c0f-48ac-a18c-07ded963ee48 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.038045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 41f56aaa-9f63-42e3-8b18-9327201e3b3c · outbound
This paper cites M.; and Konstan, J.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach M.; and Konstan, J
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:57.022656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 02bdd390-6bc8-48d2-a49f-38529924d6e7 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:57.008007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 145ec721-8f49-4ec4-a07d-7bb15365962d · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.987631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 36d6507a-25ae-4e3b-8e0f-df2ddd91e73a · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.972282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c3a958e0-cf7f-49ce-a3dd-4a5274c6a154 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.957145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d39ffd80-17b6-4fd9-a990-2361aceceb0b · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.942287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a2289eb-fba9-4c37-9383-2fb96d591581 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.928403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4364fcf3-2744-4002-b6be-338e5d2167a0 · outbound
This paper cites P.; Kale, S.; Mohri, M.; Reddi, S.; Stich, S.; and Suresh, A.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach P.; Kale, S.; Mohri, M.; Reddi, S.; Stich, S.; and Suresh, A
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:56.914110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dba4de13-5902-49a6-9145-ce59dd3f69ce · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.899107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b58d8570-3ebb-4e2c-b72c-bded2c0c009a · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.883656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d037f2c1-e184-4275-bd5e-f1041c2bfb56 · outbound
This paper cites K.; Zaheer, M.; Sanjabi, M.; Talwalkar, A.; and Smith, V.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach K.; Zaheer, M.; Sanjabi, M.; Talwalkar, A.; and Smith, V
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:56.814325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1a75cdc8-01f3-48c7-b621-d74078463cd6 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.618868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9c51824b-dcba-46c9-b5f3-84133f7b171a · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.461298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c241acde-d256-4376-8081-2ad3bc541293 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.255379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6c66296-b9ab-4ce8-a786-02be190aba72 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:56.031246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 802100a9-59d5-4dca-a30d-1339519b7f6f · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:55.807706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 93e3b761-2c81-4313-aff3-c20b905612c3 · outbound
This paper cites T.; Le, D.
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:55.617192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1a89342-246b-4d0f-a1cf-f8793dff05c4 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:55.424759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a61e278b-bef4-48c3-9713-3b1042b197dc · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:55.190497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5800eba3-c9e8-47fa-8426-700c4e8a9696 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:54.893925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e8cd4f15-0ede-4660-a2b9-95fccd28745b · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:54.666574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29ee2537-5b89-4e55-ac5c-acde153c0cf5 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:54.370836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f6af78ba-c0ac-43fa-b384-a9a1551d0583 · outbound
This paper cites H.; Farokhi, F.; Jin, S.; Quek, T.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach H.; Farokhi, F.; Jin, S.; Quek, T
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T19:32:54.124746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 896cc6f4-fa68-4ba7-8d4c-388bfe1eb322 · outbound
This paper cites Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:49.689607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 567d9e7b-5024-4ff8-97cf-dd6e48d6cc06 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:53.869926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c6cbede7-0a58-48a0-a488-8e1c9e7c4c76 · outbound
This paper cites On-Device Recommender Systems: A Comprehensive Survey.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach On-Device Recommender Systems: A Comprehensive Survey
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:50.070722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fefe1eb-c311-423c-83b2-3b9c043eebcc · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:53.607997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72476b43-8472-4efd-8280-f8f61cdab3e0 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:53.287801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46b6b26d-0496-41fa-81e0-adbec4923f47 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:53.057605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff59fe44-2a24-43e5-b9dc-2d929dfa68bb · outbound
This paper cites Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:32:51.646935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 001a3fff-4a02-402e-9baa-9076ae39cbc0 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:32:50.751291Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8799de3-b93d-4476-add0-bd76b8989b26 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:52.850278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ef967f47-fe03-4b51-8145-73f4cbc25e40 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:52.596310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e342fc8f-954d-4f49-8e5d-0cffbb52c092 · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:52.298514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3229096a-233c-4c4f-b10f-47eb51a562dc · outbound
This paper cites an unresolved cited work.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T19:32:51.955434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.