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Paper Citation Record · LEDGER

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks

As of 12 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2412.00789.

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

pith.paper-citation-record.v1
2412.00789 v4

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:06:05.703996Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

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  • verified fuzzy36
  • unresolved31
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c441c36-0992-463c-9ea2-7c9e0d175e77 · outbound

This paper cites write newline.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks write newline

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 403caf9f-68f8-476f-b3b9-0fd7ebb2a64d · outbound

This paper cites Optuna: A next-generation hyperparameter optimization framework.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Optuna: A next-generation hyperparameter optimization framework

Reference 2

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Observation fa1b52a5-0abc-4357-b36e-f011f6ae0148 · outbound

This paper cites LEACE : Perfect linear concept erasure in closed form.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks LEACE : Perfect linear concept erasure in closed form

Reference 3

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Observation 91d14fd4-ea44-406b-8857-86826eb67613 · outbound

This paper cites Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking

Reference 4

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source=arxiv_source observed=2026-08-12T05:06:05.341636Z digest=sha256:4eedd4d474b055fd0b0b4474feddf526cda3c621f4021037a3337ae6b1db90cf

Observation 288794ac-cf2c-499d-b2e5-293a91891170 · outbound

This paper cites Adversarial attacks on node embeddings via graph poisoning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Adversarial attacks on node embeddings via graph poisoning

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.347879Z digest=sha256:5e1acddd613c6051587250b284345713e98f360c448a3c79cce60f1e08b60621

Observation cfb99a6c-391f-4bed-b8ba-c2eefd38a6df · outbound

This paper cites Certifiable robustness to graph perturbations.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Certifiable robustness to graph perturbations

Reference 6

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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.

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Observation 1aa01a2a-bff5-4da6-b865-4501dbeb46f5 · outbound

This paper cites Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.359998Z digest=sha256:a1ecd7d31047eba7ee354ecc46244e022f0eeebdf27394c6476b6604bc37c6f0

Observation 803fb70e-306b-466b-bd34-b43a5e8b156e · outbound

This paper cites Identifying mislabeled training data.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Identifying mislabeled training data

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.366385Z digest=sha256:32ebc8f726d50ab41625eeb234d53df71dca2ef5b92741e96ca7848893ac8285

Observation 4bd9716c-ff6a-45fd-80ec-a0187685671a · outbound

This paper cites Recommendation unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Recommendation unlearning

Reference 9

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.371763Z digest=sha256:6cb5f5f874561fae280bf1915168d09979fc7bc84ab23b92e20f7d4a59655928

Observation 78ded0ee-b6dc-433d-8a5d-448a39bb4453 · outbound

This paper cites Graph unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph unlearning

Reference 10

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 80133a0f-72cc-401d-955b-dead24ac6682 · outbound

This paper cites Characterizing the influence of graph elements.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Characterizing the influence of graph elements

Reference 11

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 73a08910-454c-4514-a59b-d1f72fa738c1 · outbound

This paper cites GNND elete: A general unlearning strategy for graph neural networks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks GNND elete: A general unlearning strategy for graph neural networks

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.388955Z digest=sha256:7f4169b79cd0abae80663ed75c804582b7364d609471c28e2b3d0146f06169a0

Observation 9fa0ea1f-4e15-4d38-b5ef-d2538db959e9 · outbound

This paper cites Efficient model updates for approximate unlearning of graph-structured data.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Efficient model updates for approximate unlearning of graph-structured data

Reference 13

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verified fuzzy
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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.

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Observation a12417e5-d9a8-4afd-9c62-5349e841a4b6 · outbound

This paper cites Adversarial attack on graph structured data.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Adversarial attack on graph structured data

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.400831Z digest=sha256:ad43f4688c11babe47001f6f67641bb1898696aac03ba52502353cba13cdff6d

Observation 53e2fec1-e0f1-423a-80d9-6c8d248cc212 · outbound

This paper cites Optimal Linear Decay Learning Rate Schedules and Further Refinements.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Optimal Linear Decay Learning Rate Schedules and Further Refinements

Reference 15

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source=arxiv_source observed=2026-08-12T05:06:05.406599Z digest=sha256:fce8ac94f3e728872eefeeea0a170207b73938409fa743ff1cb97330b858b014

Observation 0cfb4a2b-75e6-41bf-8fd1-69b39632908f · outbound

This paper cites The sybil attack.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks The sybil attack

Reference 16

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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.

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Observation 4e6bebfe-3f69-4a9b-8845-eed4ac450cb9 · outbound

This paper cites Debiasing graph neural networks via learning disentangled causal substructure.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Debiasing graph neural networks via learning disentangled causal substructure

Reference 17

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Observation 95294469-6eb3-4b72-b7a7-f80aad85f033 · outbound

This paper cites u gner, Aleksandar Bojchevski, and Stephan G\.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks u gner, Aleksandar Bojchevski, and Stephan G\

Reference 18

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 798a8158-8206-46da-adeb-20aecb853675 · outbound

This paper cites Towards Adversarial Evaluations for Inexact Machine Unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Towards Adversarial Evaluations for Inexact Machine Unlearning

Reference 19

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Observation 093a8018-bf08-4746-b17f-023a13d35646 · outbound

This paper cites Corrective machine unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Corrective machine unlearning

Reference 20

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation dd88564b-5258-4caa-aa9d-65ba51105026 · outbound

This paper cites Graph neural networks: Adversarial robustness.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph neural networks: Adversarial robustness

Reference 21

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ec2054b9-96ab-4105-8778-09b1ed4a48da · outbound

This paper cites Link spam alliances.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Link spam alliances

Reference 22

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Observation e1fbbaec-bd2b-4dc5-8d2b-b952e3365fdc · outbound

This paper cites Inductive representation learning on large graphs.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Inductive representation learning on large graphs

Reference 23

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source=arxiv_source observed=2026-08-12T05:06:05.445238Z digest=sha256:5961dd1abdf94abe5de56da3f6b654e5a7ca655bc37be733be573f3c57e1f392

Observation aaa4b5b7-6bf9-4b09-bf8a-40de7db872fc · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 24

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Observation 83b9331d-0179-4681-8e96-b0db45dc26d7 · outbound

This paper cites Datamodels: Predicting Predictions from Training Data.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Datamodels: Predicting Predictions from Training Data

Reference 25

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Observation b73d4402-9d60-409a-a038-5a42b60bcfcb · outbound

This paper cites Graph structure learning for robust graph neural networks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph structure learning for robust graph neural networks

Reference 26

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verified fuzzy
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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.

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Observation b6bbc5d9-c738-4468-bc52-b16599757236 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Adam: A Method for Stochastic Optimization

Reference 27

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Observation 4e06120f-2527-42d3-85e7-8171326989e1 · outbound

This paper cites Kipf and Max Welling.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Kipf and Max Welling

Reference 28

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Observation 720b4470-f25f-4eaa-882b-681f8c454d3e · outbound

This paper cites Fairness-aware pac learning from corrupted data.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Fairness-aware pac learning from corrupted data

Reference 29

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3c5a79bc-25d5-426f-b9e0-dc3931af6241 · outbound

This paper cites Towards unbounded machine unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Towards unbounded machine unlearning

Reference 30

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4e46b014-b048-4455-a459-8576380eb414 · outbound

This paper cites The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.488732Z digest=sha256:5a14b365116192669c8623c5c45d8d425c23fc27d603acb0782ace7cb34c8b5c

Observation ee9b7598-0f58-41f0-9ddc-c9bbe4fb2f26 · outbound

This paper cites Delta-influence: Unlearning poisons via influence functions, 2024 b.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Delta-influence: Unlearning poisons via influence functions, 2024 b

Reference 32

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.494780Z digest=sha256:dbf8c552fdf5743501e7d907fef9cc725ce0d3cb725adc4f0659e85de1bd2937

Observation 3f6f4a23-fb0a-469c-b3ed-6dcc6a38eb9e · outbound

This paper cites Towards effective and general graph unlearning via mutual evolution.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Towards effective and general graph unlearning via mutual evolution

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.842998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.500164Z digest=sha256:08eee787fe0e0d256cff84bafd5d8e5f3b404d2d8cd57f6d44a3b9ddfa280632

Observation e15a4201-eaa4-495c-a108-d414cad672e9 · outbound

This paper cites Rethinking label poisoning for GNN s: Pitfalls and attacks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Rethinking label poisoning for GNN s: Pitfalls and attacks

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.826039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.505464Z digest=sha256:6bfa80e2cf38ecdadff659da097af2482f0ed330192533db38a55fa059540c12

Observation ebd57c28-2243-42be-81e2-c26b8fcf46af · outbound

This paper cites TOFU : A task of fictitious unlearning for LLM s.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks TOFU : A task of fictitious unlearning for LLM s

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.510657Z digest=sha256:99e98b10a3804154616afe2ad4cf889f05d400b1ad35ed02c2b0fad0728a3333

Observation cb27fa3d-0cb5-4a2c-bef2-00c40a1725c4 · outbound

This paper cites Position: Graph foundation models are already here.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Position: Graph foundation models are already here

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.799299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.516054Z digest=sha256:91763c5926232197f1194613905301ba721a9ebc7152e871603fe21477f2a0ca

Observation 99008fef-cef6-4d0c-ac9a-a246a0a4d431 · outbound

This paper cites Image-based Recommendations on Styles and Substitutes.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Image-based Recommendations on Styles and Substitutes

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.521580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.521580Z digest=sha256:3f43a359269b270b44e6ce873afc761ad9782937baca3f2bd2a0fef361f47176

Observation 8c6ba75c-689d-496f-9c32-f7dfc77504e5 · outbound

This paper cites A Survey of Machine Unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks A Survey of Machine Unlearning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.527197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.527197Z digest=sha256:1f158b57210aeadc737be5c6b91f746b4cba3cfc0819e74627c661b523cb7f84

Observation 9febb1dc-ec0f-4076-9939-ed297ee8b8f8 · outbound

This paper cites Northcutt, Anish Athalye, and Jonas Mueller.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Northcutt, Anish Athalye, and Jonas Mueller

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.782045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.532506Z digest=sha256:43320f233811a6b56640ee27112309965baed33a79ee735aab4409619de13791

Observation badbab68-772d-4976-b7ff-49fb9c4fe15e · outbound

This paper cites Training language models to follow instructions with human feedback.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Training language models to follow instructions with human feedback

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.537871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.537871Z digest=sha256:37ec7c698d4d57615f85dcabce12a51dd828650627c2c3579e529d86df44f376

Observation 4c95c1c4-e1e3-47f8-a442-6054124dbe2d · outbound

This paper cites A law of adversarial risk, interpolation, and label noise.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks A law of adversarial risk, interpolation, and label noise

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.752572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.543311Z digest=sha256:b858ef28d1fa688499ddd5b6a09fca99fe1b89b86d1bce5adb257029ec31031b

Observation affdf7b1-ece8-479c-a0f4-4d8f5bb127a5 · outbound

This paper cites Machine unlearning fails to remove data poisoning attacks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Machine unlearning fails to remove data poisoning attacks

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.549154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.549154Z digest=sha256:15023d0d1aec1900bee07e0d5d6ad7390821267d76044d116630c45a24af1fae

Observation 34f51810-eb74-4c14-9e2c-5333aec6d2b9 · outbound

This paper cites A survey of graph unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks A survey of graph unlearning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.554679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.554679Z digest=sha256:04902abb6bfde0ddab18107d3365471bcf6278d16943b087004a609cf6fc86ef

Observation d0005f55-bd38-4087-8a57-cb8a5f846348 · outbound

This paper cites Dokania, Varun Kanade, and Philip Torr.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Dokania, Varun Kanade, and Philip Torr

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.734486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.560096Z digest=sha256:05ee4d3c69179add23c3d274063998dc6880b8362c26273370240bd8d33212a9

Observation e6d6c714-bc98-48ae-9026-6f8c2d00b053 · outbound

This paper cites How unfair is private learning? In Uncertainty in Artificial Intelligence, 2022.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks How unfair is private learning? In Uncertainty in Artificial Intelligence, 2022

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.717658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.565236Z digest=sha256:06f49feec19c6b70e665abe0bb0776ad82e0350652cd86034da1ba7714ca39a0

Observation 53308503-c12a-4b69-895e-ac7a603bfb2c · outbound

This paper cites Potion: Towards Poison Unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Potion: Towards Poison Unlearning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.570328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.570328Z digest=sha256:dd32b5e0f263a9baa35b7dcc27803464bbe628e780973fbeffbf6b2a62669fc7

Observation 5e065c1d-0715-4343-9af1-0172c46857cb · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Pitfalls of Graph Neural Network Evaluation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.575935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.575935Z digest=sha256:5d1f9710d62e6839d6fade3009e6f36696646139716a97e4d050cc7f5fb8d09a

Observation faed9637-2021-41dd-afba-e23dba837e80 · outbound

This paper cites Node Injection Attacks on Graphs via Reinforcement Learning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Node Injection Attacks on Graphs via Reinforcement Learning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.581528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.581528Z digest=sha256:0134d01c4610b4681e0672acb5caa7985624769e996fc42d727ab7449af4cfd8

Observation 0a9cd3bf-ca5f-4f8b-b33a-6caa0da7d6e8 · outbound

This paper cites Unlink to unlearn: Simplifying edge unlearning in gnns.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Unlink to unlearn: Simplifying edge unlearning in gnns

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.700855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.587105Z digest=sha256:841869f08713ab772e8c8c39059f6ea1b9c346bbf7ce656ad1deab7d913ae4e5

Observation 25ad2094-af3b-4fa6-b4ce-cac14db5e6e5 · outbound

This paper cites Arnetminer: extraction and mining of academic social networks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Arnetminer: extraction and mining of academic social networks

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.684373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.591556Z digest=sha256:ce22bdbcf6a7bb2522bf321fde4ab4b994ddbc1f4f5f28cfbc3a09ae05cf7928

Observation 54fd3bb8-02ef-4f68-b8bb-ed82ade70cc1 · outbound

This paper cites Graph attention networks, 2018.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph attention networks, 2018

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.595593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.595593Z digest=sha256:48cc1cb1de30becc333f4eeb5114d4d4e8fe05aa68f7cc48f6e4cd727b9a1393

Observation c258efce-70ba-4359-b98d-7ba1e5e6f4df · outbound

This paper cites Microsoft academic graph: When experts are not enough.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Microsoft academic graph: When experts are not enough

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.656265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.599829Z digest=sha256:9088670385c59de8c19c65a0f540c17a49a178a8a38b255fcc6b049e79b20b71

Observation 648a6100-10f3-4b04-aa3c-33aff08ea58f · outbound

This paper cites The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-12T05:06:21.064889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.604299Z digest=sha256:80dfc2ffe7470a503d2e746b05a7e4dc265ef7596a263a81f75d8f44b1fb0403

Observation 62508538-edc4-4ef7-894d-263996d6acd5 · outbound

This paper cites Machine unlearning of features and labels.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Machine unlearning of features and labels

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.640220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.609001Z digest=sha256:78bdc409c7a07c6fd157895d83098ad1f31c79e2fcc4b3fc400e28baedf9fe61

Observation 56927701-b5d7-43e2-bbda-675e0ab41b09 · outbound

This paper cites an unresolved cited work.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Unresolved cited work

Reference 55

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T05:06:21.041773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.613520Z digest=sha256:b130314f198e4a6a28772dc4eb059ae439f356a3194ad645bd68a63b78c264d3

Observation 4e6aab2e-693b-4880-843d-f4cf86658ef1 · outbound

This paper cites Gif: A general graph unlearning strategy via influence function.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Gif: A general graph unlearning strategy via influence function

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.623617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.619107Z digest=sha256:ec980bde0df5e799b51d8ca6a6ea7136a742659f4c1ab2c55d599df051ac8470

Observation ce551245-e3ac-468e-8901-6c69a7631cda · outbound

This paper cites Certified edge unlearning for graph neural networks.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Certified edge unlearning for graph neural networks

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.605374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.624172Z digest=sha256:f8f446e0d7e1382b2a325a4211f34a7b24085bfa557321608d451cd9849c5b89

Observation 85270cdc-a059-40e7-922c-a01075320f24 · outbound

This paper cites Graph neural networks in recommender systems: A survey.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph neural networks in recommender systems: A survey

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.630096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.630096Z digest=sha256:6aec422d40f3bedfcdefdd9e3bf3631cfd71cb9dde1003e7bcbf4eb2226e648c

Observation aca6f40c-e0fe-47bc-9430-a49dd2d550e8 · outbound

This paper cites On the security risks of knowledge graph reasoning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks On the security risks of knowledge graph reasoning

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.589539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.635230Z digest=sha256:0d346176160e7442c3f0a98fd0272f1c3264aa8abb3a44fb0e0cfb0ce22ef790

Observation 83f6fbd7-df12-44b1-a3a3-f4fa4695bf2b · outbound

This paper cites Large Language Model Unlearning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Large Language Model Unlearning

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.640445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.640445Z digest=sha256:31e472bf6c865de6aee60a71745f8079c20ea1d89910dfe0b0883a9b5136d59f

Observation 7994b247-c998-459b-9abd-6fe99aa09c24 · outbound

This paper cites Mitigating emergent robustness degradation while scaling graph learning.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Mitigating emergent robustness degradation while scaling graph learning

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.572073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.645926Z digest=sha256:89bdf832438fc4c52d62f0a8bc6cb687c8fff7de5d375577da48cf4aa1e6e0da

Observation d6affbef-729c-45a9-98a5-f08864ddc576 · outbound

This paper cites Chasing all-round graph representation robustness: Model, training, and optimization.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Chasing all-round graph representation robustness: Model, training, and optimization

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.555491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.650992Z digest=sha256:bf57f673df4f1e73d458e0b7c263381f58b23c6912f991944f1a05c717ae9c1c

Observation ddd4bbdc-b590-4b0a-a13b-8f50ce41c615 · outbound

This paper cites Data poisoning attack against knowledge graph embedding.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Data poisoning attack against knowledge graph embedding

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.659250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.659250Z digest=sha256:81d0238e763b643762ed8193d1e5539c8244f3d4aaa53526964234db1b413519

Observation 8ea555fc-0af5-4458-97ee-52e10ae1da54 · outbound

This paper cites Graph neural network approaches for drug-target interactions.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Graph neural network approaches for drug-target interactions

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.664676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.664676Z digest=sha256:4d87af876110a2f6b77d49423050fa7891d814efe5958b7f660fc411b8bdc466

Observation 4c5e4523-5ac0-49a9-882d-7b3015a058ce · outbound

This paper cites Untargeted Adversarial Attack on Knowledge Graph Embeddings.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Untargeted Adversarial Attack on Knowledge Graph Embeddings

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-12T05:06:20.856629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.670206Z digest=sha256:d6cb6318234f56e6470997873bf68e96011133922cae379779114fbfe876dcc8

Observation 5cfae575-22af-4fea-afd7-2e6ec4473695 · outbound

This paper cites u gner and Stephan G \.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks u gner and Stephan G \

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:06:21.539008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T05:06:05.676063Z digest=sha256:f15b0399ab5c84e90def19bfdc95decab800dd474b9d331854c727aae8af64a6

Observation 0976c449-5e68-43b6-9fcb-646edb04d747 · outbound

This paper cites u gner, Amir Akbarnejad, and Stephan G\.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks u gner, Amir Akbarnejad, and Stephan G\

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.685952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.685952Z digest=sha256:131c2c997340a67c732c00b34a22d2d79270013f4a2a4dc2a1f936b52a3482e9

Observation 21ab5617-330e-424a-9739-d59ee7b65561 · outbound

This paper cites @esa (Ref.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks @esa (Ref

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.692128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.692128Z digest=sha256:d9e24851b17b13bd5fd1131e83dc9b3c59f440547c1f124ae6fd3a3fdddbaa47

Observation 89b8ed0c-1de5-4452-b6be-8896881d0b0d · outbound

This paper cites an unresolved cited work.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.698393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.698393Z digest=sha256:fbc90e4e95b2cbde6ea0db3ec3b81413b21ef62801806783346618a87b50a19b

Observation 58f71a23-c959-457f-9bb4-b319dcdcc80e · outbound

This paper cites an unresolved cited work.

A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T05:06:05.703996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:06:05.703996Z digest=sha256:34dd6dda026012deae8836ecf159fcb68a2bc81c45eec94470aa4acdf28436d8

Pith citing papers

No inbound Pith citation observations are available.