A Survey of Machine Unlearning | Paper Citation Record

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Cognitive Architectures for Language Agents cites this paper.

Cognitive Architectures for Language Agents A Survey of Machine Unlearning

Reference 55

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SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation cites this paper.

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation A Survey of Machine Unlearning

Reference 225

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Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning cites this paper.

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning A Survey of Machine Unlearning

Reference 16

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Machine Unlearning: A Comprehensive Survey cites this paper.

Machine Unlearning: A Comprehensive Survey A Survey of Machine Unlearning

Reference 112

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Towards Certified Unlearning for Deep Neural Networks cites this paper.

Towards Certified Unlearning for Deep Neural Networks A Survey of Machine Unlearning

Reference 12

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Verification of Machine Unlearning is Fragile cites this paper.

Verification of Machine Unlearning is Fragile A Survey of Machine Unlearning

Reference 32

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Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA cites this paper.

Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA A Survey of Machine Unlearning

Reference 2

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Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents cites this paper.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents A Survey of Machine Unlearning

Reference 194

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Verifying Machine Unlearning with Explainable AI cites this paper.

Verifying Machine Unlearning with Explainable AI A Survey of Machine Unlearning

Reference 16

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Learning to Forget using Hypernetworks cites this paper.

Learning to Forget using Hypernetworks A Survey of Machine Unlearning

Reference 35

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A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks cites this paper.

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

Reference 38

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Siamese Machine Unlearning with Knowledge Vaporization and Concentration cites this paper.

Siamese Machine Unlearning with Knowledge Vaporization and Concentration A Survey of Machine Unlearning

Reference 23

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Toward Efficient Data-Free Unlearning cites this paper.

Toward Efficient Data-Free Unlearning A Survey of Machine Unlearning

Reference 26

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Effective and secure federated online learning to rank cites this paper.

Effective and secure federated online learning to rank A Survey of Machine Unlearning

Reference 104

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Unraveling Token Prediction Refinement and Identifying Essential Layers in Language Models cites this paper.

Unraveling Token Prediction Refinement and Identifying Essential Layers in Language Models A Survey of Machine Unlearning

Reference 22

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Technology Mapping with Large Language Models cites this paper.

Technology Mapping with Large Language Models A Survey of Machine Unlearning

Reference 44

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Hypergraph Diffusion for High-Order Recommender Systems cites this paper.

Hypergraph Diffusion for High-Order Recommender Systems A Survey of Machine Unlearning

Reference 11

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Improving LLM Unlearning Robustness via Random Perturbations cites this paper.

Improving LLM Unlearning Robustness via Random Perturbations A Survey of Machine Unlearning

Reference 25

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Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data cites this paper.

Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data A Survey of Machine Unlearning

Reference 2007

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Model-Free Counterfactual Subset Selection at Scale cites this paper.

Model-Free Counterfactual Subset Selection at Scale A Survey of Machine Unlearning

Reference 52

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The Linear Geometry of Interpretable Tokens: Jailbreaking Attacks and Defenses for Unlearned Diffusion Models cites this paper.

The Linear Geometry of Interpretable Tokens: Jailbreaking Attacks and Defenses for Unlearned Diffusion Models A Survey of Machine Unlearning

Reference 14

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Memory-Efficient Distributed Unlearning cites this paper.

Memory-Efficient Distributed Unlearning A Survey of Machine Unlearning

Reference 11

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Efficient Machine Unlearning by Model Splitting and Core Sample Selection cites this paper.

Efficient Machine Unlearning by Model Splitting and Core Sample Selection A Survey of Machine Unlearning

Reference 14

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Certified Data Removal Under High-dimensional Settings cites this paper.

Certified Data Removal Under High-dimensional Settings A Survey of Machine Unlearning

Reference 46

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Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning cites this paper.

Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning A Survey of Machine Unlearning

Reference 31

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Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing cites this paper.

Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing A Survey of Machine Unlearning

Reference 54

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DUSK: Do Not Unlearn Shared Knowledge cites this paper.

DUSK: Do Not Unlearn Shared Knowledge A Survey of Machine Unlearning

Reference 47

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Towards Machine Unlearning for Paralinguistic Speech Processing cites this paper.

Towards Machine Unlearning for Paralinguistic Speech Processing A Survey of Machine Unlearning

Reference 12

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BESA: Boosting Encoder Stealing Attack with Perturbation Recovery cites this paper.

BESA: Boosting Encoder Stealing Attack with Perturbation Recovery A Survey of Machine Unlearning

Reference 46

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Certified Unlearning for Neural Networks cites this paper.

Certified Unlearning for Neural Networks A Survey of Machine Unlearning

Reference 30

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UCD: Unlearning in LLMs via Contrastive Decoding cites this paper.

UCD: Unlearning in LLMs via Contrastive Decoding A Survey of Machine Unlearning

Reference 23

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The Space Complexity of Learning-Unlearning Algorithms cites this paper.

The Space Complexity of Learning-Unlearning Algorithms A Survey of Machine Unlearning

Reference 81

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Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble cites this paper.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble A Survey of Machine Unlearning

Reference 38

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Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs cites this paper.

Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs A Survey of Machine Unlearning

Reference 18

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Towards Reliable Forgetting: A Survey on Machine Unlearning Verification cites this paper.

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification A Survey of Machine Unlearning

Reference 82

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A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset cites this paper.

A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset A Survey of Machine Unlearning

Reference 98

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How to Protect Models against Adversarial Unlearning? cites this paper.

How to Protect Models against Adversarial Unlearning? A Survey of Machine Unlearning

Reference 39

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What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests cites this paper.

What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests A Survey of Machine Unlearning

Reference 45

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Machine Unlearning for Streaming Forgetting cites this paper.

Machine Unlearning for Streaming Forgetting A Survey of Machine Unlearning

Reference 40

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RecPS: Privacy Risk Scoring for Recommender Systems cites this paper.

RecPS: Privacy Risk Scoring for Recommender Systems A Survey of Machine Unlearning

Reference 23

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Unlearning of Knowledge Graph Embedding via Preference Optimization cites this paper.

Unlearning of Knowledge Graph Embedding via Preference Optimization A Survey of Machine Unlearning

Reference 22

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Envisioning Generative Artificial Intelligence in Cartography and Mapmaking cites this paper.

Envisioning Generative Artificial Intelligence in Cartography and Mapmaking A Survey of Machine Unlearning

Reference 34

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Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design cites this paper.

Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design A Survey of Machine Unlearning

Reference 2

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Auditing Approximate Machine Unlearning for Differentially Private Models cites this paper.

Auditing Approximate Machine Unlearning for Differentially Private Models A Survey of Machine Unlearning

Reference 26

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Graph Unlearning: Efficient Node Removal in Graph Neural Networks cites this paper.

Graph Unlearning: Efficient Node Removal in Graph Neural Networks A Survey of Machine Unlearning

Reference 30

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The Measure of Deception: An Analysis of Data Forging in Machine Unlearning cites this paper.

The Measure of Deception: An Analysis of Data Forging in Machine Unlearning A Survey of Machine Unlearning

Reference 21

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Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning cites this paper.

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning A Survey of Machine Unlearning

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Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified Unlearning cites this paper.

Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified Unlearning A Survey of Machine Unlearning

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Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking cites this paper.

Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking A Survey of Machine Unlearning

Reference 10

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GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning cites this paper.

GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning A Survey of Machine Unlearning

Reference 2025

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Is your algorithm unlearning or untraining? cites this paper.

Is your algorithm unlearning or untraining? A Survey of Machine Unlearning

Reference 23

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Efficient Unlearning through Maximizing Relearning Convergence Delay cites this paper.

Efficient Unlearning through Maximizing Relearning Convergence Delay A Survey of Machine Unlearning

Reference 40

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Observation 029e2b83-f3d3-4829-b3f0-242669f1fb0e · inbound

Representation-Guided Parameter-Efficient LLM Unlearning cites this paper.

Representation-Guided Parameter-Efficient LLM Unlearning A Survey of Machine Unlearning

Reference 170

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Observation 55aace70-1b85-45f7-8716-daad0026da0a · inbound

Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning cites this paper.

Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning A Survey of Machine Unlearning

Reference 11

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Observation 76563ab7-f778-46a2-acb0-f5b095739400 · inbound

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning cites this paper.

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning A Survey of Machine Unlearning

Reference 37

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Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set cites this paper.

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set A Survey of Machine Unlearning

Reference 28

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Observation bbfd3178-f5e8-4fc0-957d-3b77679e9460 · inbound

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set cites this paper.

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set A Survey of Machine Unlearning

Reference 28

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Observation 0ebff3d4-484e-45c0-ad47-46d492a4b47b · inbound

Exact Unlearning from Proxies Induces Closeness Guarantees on Approximate Unlearning cites this paper.

Exact Unlearning from Proxies Induces Closeness Guarantees on Approximate Unlearning A Survey of Machine Unlearning

Reference 20

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Observation b2820ef4-1245-4ca6-a90e-b35fe4707ac5 · inbound

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces cites this paper.

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces A Survey of Machine Unlearning

Reference 264

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Observation 50f88544-41c4-4a76-8530-1214203f75fe · inbound

Inducing Artificial Uncertainty in Language Models cites this paper.

Inducing Artificial Uncertainty in Language Models A Survey of Machine Unlearning

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:12:55.532482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23f2d5c5-b87c-4ce2-9cc3-e2d1b9ccfe2a · inbound

PPE-Bench: A Benchmark for Evaluating MLLM Unlearning under Private-Public Entanglement cites this paper.

PPE-Bench: A Benchmark for Evaluating MLLM Unlearning under Private-Public Entanglement A Survey of Machine Unlearning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T06:18:42.939955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c520f5ea-e749-4cc4-ac76-52ed112c4d5a · inbound

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking cites this paper.

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking A Survey of Machine Unlearning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-11T00:27:50.536199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c4e83d2-82e0-4b60-8bf4-3716a429421f · inbound

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks cites this paper.

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks A Survey of Machine Unlearning

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T15:47:23.283798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04950356-b81b-4b3a-a91f-8eccbf16b081 · inbound

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning cites this paper.

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning A Survey of Machine Unlearning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T07:47:11.843091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eeebce0-7065-43ba-8a9b-fad81bb182cc · inbound

DECAF: De-Clustering for Adaptive Representational Unlearning cites this paper.

DECAF: De-Clustering for Adaptive Representational Unlearning A Survey of Machine Unlearning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T23:33:51.371798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab6abdc-541c-4fee-92a5-a3540fafe80d · inbound

LU-500: A Logo Benchmark for Concept Unlearning cites this paper.

LU-500: A Logo Benchmark for Concept Unlearning A Survey of Machine Unlearning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T23:06:19.152638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Reference resolution

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