Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T10:35:58.320218Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2412.00126.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T10:35:58.320218Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dd67d26b-4237-412b-ae6d-68b07c7ed2a7 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Scu: An efficient machine unlearning scheme for deep learning enabled semantic communications,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 101cfa2b-7780-43e7-b9b7-b5cbb308bd29 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Zero- shot machine unlearning,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fc415a67-048b-45e0-a282-88d220086f40 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Communication-efficient learning of deep networks from decentralized data,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53da5d6d-494c-47b1-8842-f68a515359b2 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient General data protection regulation (gdpr),
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4ddda57a-7bb7-45db-b468-b687f05da43d · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Klein, Canadian Privacy: Data Protection and Policy for the Practi- tioner
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bd8729e8-5bd8-400e-831b-a2f23708e4be · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient A survey on federated unlearning: Challenges, methods, and future directions,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75db9206-80f6-4b73-bd28-78507f8b79f8 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Machine unlearning,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 614f9c83-a82e-469f-8c4c-c80832eb851c · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Can bad teaching induce forgetting? unlearning in deep networks using an incompetent teacher,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13b8ca1d-c8af-4a3e-95b8-85aa85de6d50 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Machine unlearning via rep- resentation forgetting with parameter self-sharing,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1a5a5db1-876e-4b83-9619-e0b09933f246 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Forgetting and remembering are both you need: Balanced graph structure unlearning,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d17b2697-b94b-444d-8d89-cbf833a9ce74 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient A Survey on Federated Unlearning: Challenges and Opportunities
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8f77efe-116d-4ada-9799-216281ed2041 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Fedrecover: Recovering from poisoning attacks in federated learning using historical information,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3562e57-9057-46ea-825c-86ce60536f96 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Revfrf: Enabling cross-domain random forest training with revocable federated learning,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f738f22f-f503-4d97-b13c-9c6652d4fa40 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Mit- igating poor data quality impact with federated unlearning for human- centric metaverse,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cb222768-8a88-4b11-9de7-e75606af41ec · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Unlearning backdoor attacks in federated learning,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 12528e36-f178-440f-8450-db659c13f7fa · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Fedrecov- ery: Differentially private machine unlearning for federated learning frameworks,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 28cd1e75-3b50-45dd-b50d-d8511018da16 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Forgettable Federated Linear Learning with Certified Data Unlearning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dc230ab-b625-40e0-b780-c085f5aed6db · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient The right to be forgotten in federated learning: An efficient realization with rapid retraining,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31f77ea2-652f-4d3c-8bfb-ade1a1e8ed84 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Class-wise Federated Unlearning: Harnessing Active Forgetting with Teacher-Student Memory Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e575b04-96c2-4fe8-ba4d-6815cde3ae7c · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9338e3a-f8b7-49f8-83bb-a796a2f6fca5 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Forget-svgd: Particle- based bayesian federated unlearning,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2402038-007e-4142-8091-0dd4842ebf15 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Compressed particle-based feder- ated bayesian learning and unlearning,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1491873b-7292-49f3-b2cd-eb8b0c36e11f · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Fedharmony: Unlearning scanner bias with distributed data,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 00cbd13a-e8c8-46b9-9796-1d326325071e · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Bfu: Bayesian federated unlearning with parameter self-sharing,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 62591b76-ac0e-4694-8b98-816a7ee44c48 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Heterogeneous federated knowledge graph embedding learning and unlearning,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f884a821-a902-43a5-ae5b-5fe6dc7d8fe9 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Asynchronous federated unlearning,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 167ff849-b4ec-4cbc-bf8f-de07e12cdfaa · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federaser: Enabling efficient client-level data removal from federated learning models,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b130dee9-a3a9-4762-b84d-262d9f938404 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c469d5-958e-49d1-be95-39573c52db38 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Communication Efficient and Provable Federated Unlearning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7d3d6641-e801-40cb-a6a9-3b5d5d0c1b53 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federated unlearning for on-device recommendation,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d94529a0-02bf-4dbc-aeaf-fd28d33bc414 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Fast federated machine unlearning with nonlinear functional theory,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f9e9d7a6-774f-4aff-8bef-64de6ed945ea · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient A revocation key- based approach towards efficient federated unlearning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bf9112de-a7f6-4a72-85ab-42455acdf72c · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Edge caching with federated unlearning for low-latency v2x communications,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 818ded84-5f57-4f8b-9799-94b9366093b2 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Verifi: Towards verifiable federated unlearning,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1208b572-f71a-4bbb-b472-4c9a97545185 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federated unlearning with momentum degradation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c12d7608-ade2-4c0d-a925-78b763371a98 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federated unlearning via class- discriminative pruning,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84fb2c50-f974-495b-8ef0-567a0ca57660 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federated Unlearning: How to Efficiently Erase a Client in FL?
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71738d2e-bcdb-4e7f-8714-6d7847c922f7 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Subspace based Federated Unlearning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 753298a9-c131-4fda-9052-ea9ec228ad2c · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Federated unlearning: Guarantee the right of clients to forget,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ce77f3a-8433-42e7-b0ff-97f5c9032cb1 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Fedu: Federated unlearning via user-side influence approximation forgetting,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f6aab2d3-b1ce-43b6-bb2e-db5d70090b4b · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Spfl: A self-purified federated learning method against poisoning attacks,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 223662c9-b94d-4969-b422-8fcb93581dc2 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Personal- ized edge intelligence via federated self-knowledge distillation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 639b44e1-0e2f-46a2-83b1-8f260cb7e057 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Learning multiple layers of features from tiny images,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e57f2289-369b-4b14-a4b5-f30c4a673ab2 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Character-level convolutional net- works for text classification,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d353bbc-b821-4ebc-9f1f-d79442094869 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Deep residual learning for image recognition,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 069fe07a-dd9d-4565-bbb9-82659ad63081 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Long short-term memory,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17f16c77-6430-4a5d-871a-a350e8c3ff35 · outbound
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Bayesian nonparametric federated learning of neural networks,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.