Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:55:15.140521Z
Paper Citation Record · LEDGER
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
As of 8 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2506.03954.
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
74 of 74 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved70
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bbf1b39d-a5ab-4067-b3c4-6ae20455d4a7 · outbound
This paper cites GPT-4 Technical Report.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.862710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f16483-db97-498b-8673-ba394d32a68c · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.879501Z
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 b53e6ec4-b8cd-43d9-a61d-c15d3b4b8cbb · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.870146Z
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 4258b429-971f-45f1-8f01-ae666727e11c · outbound
This paper cites Flower: A Friendly Federated Learning Research Framework.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Flower: A Friendly Federated Learning Research Framework
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.876355Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28336cf0-d820-499d-b2d0-db1168e0ca81 · outbound
This paper cites LEAF: A Benchmark for Federated Settings.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark LEAF: A Benchmark for Federated Settings
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.880870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7ded3d2-7c78-4d66-94e9-9404c77015ca · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.859889Z
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 99ae8f08-afba-44af-9f85-5a2f315cef42 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.849642Z
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 4fd53812-f1c2-4c2b-b598-c3c24e977713 · outbound
This paper cites FedEval: A Holistic Evaluation Framework for Federated Learning.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark FedEval: A Holistic Evaluation Framework for Federated Learning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.892937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b1bc6ae-fcf3-4f2c-812d-636f2ba05e5a · outbound
This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.896725Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cde1714-0d32-4dc5-aa64-93a134dc9a75 · outbound
This paper cites A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.900418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2384ebb9-cebc-4cd9-bd13-f9af60f4775e · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.904840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5ae9d67-e9c1-4d34-b7ac-2c157513aa7d · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.833770Z
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 ebbf2209-090d-43eb-bd92-7a36934b6a71 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.823912Z
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 695c6a00-b487-4c71-902b-1436df6ca958 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.916744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 935248fb-7253-4874-bcb4-af944a27955f · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.807484Z
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 2399fafd-f9c5-409e-a3a1-414decc37c37 · outbound
This paper cites FedML: A Research Library and Benchmark for Federated Machine Learning.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark FedML: A Research Library and Benchmark for Federated Machine Learning
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.924426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b9cb698-3155-442d-b22f-436717464f04 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.797862Z
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 9a0f0c5c-a02a-4ed9-bf51-30808219d00e · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.931823Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5df9529d-2e77-4239-b31d-2f90342d5daa · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.777047Z
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 ba8487c8-c629-4235-85f1-63ee9d16ac8e · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.766951Z
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 0b8568c3-6b62-4d74-b31e-1f426c76f394 · outbound
This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.942600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2ac0d98-b011-485a-9f7d-7b1532eae3f3 · outbound
This paper cites Bag of Tricks for Efficient Text Classification.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Bag of Tricks for Efficient Text Classification
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.946693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18f38627-dc38-43ca-9c4a-0290426cf347 · outbound
This paper cites Advances and Open Problems in Federated Learning.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Advances and Open Problems in Federated Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.950467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e297c823-e200-465c-b7ea-08041864ca80 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.756710Z
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 b2725043-63d9-4a6f-b4ba-31417418055a · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.745499Z
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 2664a18c-45ca-44ba-aa70-7fab2033a4cd · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.733590Z
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 8ffb5e61-9500-4ff6-999c-68628e03abc3 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.722557Z
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 972032dc-e4e9-4224-9d50-40b6ec3cfc10 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.712003Z
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 7346978a-75c8-4482-b4e3-140785d53c1a · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.701808Z
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 9f58ea32-9069-481e-ac58-51ea16e7da1f · outbound
This paper cites Think Locally, Act Globally: Federated Learning with Local and Global Representations.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Think Locally, Act Globally: Federated Learning with Local and Global Representations
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.977190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 604fef25-30d4-479e-a2e6-b2d96c40516c · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.691173Z
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 46068fa0-1fd5-40ed-9517-302d7cbe163c · outbound
This paper cites DeepSeek-V3 Technical Report.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark DeepSeek-V3 Technical Report
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.984417Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8fd0232-14de-4052-9549-34ebd4d57f98 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.681159Z
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 0d18beb9-9a19-42fe-ac21-045e33b953b7 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:14.992448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 017d68b6-d87c-4fc5-b766-d1e6a8a81c27 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.664414Z
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 543f9d7c-aacc-4608-a19e-4e55a4e11179 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.653937Z
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 0494de54-b173-469e-9ae1-d4a48eb8cfa3 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.003608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0934737-6fc0-4b69-a376-55b1d76f234d · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.637069Z
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 2fd9da3c-6b4f-4db2-8738-0adcfbf637d2 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.627003Z
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 bd0d3bbe-df7a-4dfc-9903-907684551f65 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.607297Z
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 b5159c50-c664-4599-b394-6793298bcd78 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.597612Z
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 721d2f3a-798b-4797-ae30-7bee3a85a9c5 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.587858Z
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 aeb6f5ab-35f1-460f-85b5-60a2468dc758 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.578133Z
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 ff183815-1630-443a-b238-cd3698aea3e2 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.568108Z
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 0b5fcd88-f0dd-4b24-b3c8-4d54a9a96d96 · outbound
This paper cites Federated Mutual Learning.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Federated Mutual Learning
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.038994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bf9e7da-ce8b-4c4b-a5e2-640550167548 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.557385Z
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 7062a377-e015-49f4-b4b5-6d6185feec40 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.547505Z
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 0c482e7c-567c-4e8e-81ad-886166e30f03 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.050436Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65102c6a-9106-4904-8f34-c2ebd1270a05 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.537756Z
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 dffe7928-af55-4830-8572-497087f9603a · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.528182Z
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 059bed12-b19f-498d-bf31-ae4fe665b32f · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.518330Z
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 cf2b6411-8499-482c-84a3-92eec6f6e690 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.066996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c296589-e8d9-49a7-9bb0-b899d7291b56 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.502884Z
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 92be50e7-f7d0-4fdd-b0a7-331781a1c170 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.493784Z
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 f88f469d-62be-4109-a2c2-23479e32dd23 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.484807Z
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 d8dcaaa2-2953-41f9-b61b-e2cc587730b1 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.081212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4b5f61a-c3e2-447f-9f28-0d6d4d9592d6 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.469464Z
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 120d41f1-faaf-480e-8c06-3a36ca61b718 · outbound
This paper cites Federated Model Heterogeneous Matryoshka Representation Learning.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Federated Model Heterogeneous Matryoshka Representation Learning
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:55:15.177108Z
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 ba5cc235-f239-4a7f-8569-deb88e3f2dde · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.459755Z
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 701e11b9-824f-4a1e-8521-62e6d69450a6 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:55:15.096189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5f336df-a06b-4c15-afcd-13df2c81e0d3 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.443261Z
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 19afbfe0-063a-465e-a01f-f854081bf975 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.432855Z
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 30899f5f-b2b6-496e-a699-d687278c753f · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.422774Z
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 3ee1d9c8-b692-4b0f-a9f0-844af9e844e1 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.412574Z
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 d1d32534-ecf4-449e-b8f5-9f6369f0f5b6 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.401317Z
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 182f9d8a-0c83-49d7-813f-be5d9be7655e · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.391132Z
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 3d8d3d7b-5680-4cb5-afa8-50f8951a1db6 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.380580Z
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 30d666ae-b746-4b7a-b429-ae8d2b9c320a · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.370129Z
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 3fd35361-11d5-4a7b-a358-a2016c9f2193 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.359443Z
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 c4a04a91-8238-45aa-a888-159479ba0519 · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.339274Z
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 4893410d-7bf4-4fc4-82f2-8f9c4da2d9eb · outbound
This paper cites (1) fastText: This model uses an embedding layer followed by a linear hidden layer and a final output layer.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark (1) fastText: This model uses an embedding layer followed by a linear hidden layer and a final output layer
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:55:15.329293Z
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 0320296f-ab45-4569-8042-ea70dd4ffda3 · outbound
This paper cites (1) HARCNN: The model consists of 2 convolutional layers, followed by 2 pooling layers and 3 fully connected layers.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark (1) HARCNN: The model consists of 2 convolutional layers, followed by 2 pooling layers and 3 fully connected layers
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:55:15.318657Z
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 d637dc8c-64f8-4041-a7c1-1ef25cb8a480 · outbound
This paper cites InIEEE Interna- tional Conference on Computer Vision (ICCV).
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark InIEEE Interna- tional Conference on Computer Vision (ICCV)
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:55:15.617339Z
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 9ed7a9f9-1c7b-446b-9162-ddb5f3a79acf · outbound
This paper cites an unresolved cited work.
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Unresolved cited work
Reference 2020
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:55:15.349373Z
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.