MUSE: Machine Unlearning Six-Way Evaluation for Language Models | Paper Citation Record

Observation 7cfe5f19-fc28-4410-9806-fa905941697d · inbound

Provable unlearning in topic modeling and downstream tasks cites this paper.

Provable unlearning in topic modeling and downstream tasks MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T17:31:06.823745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4beb9fb-b200-48e9-9000-95c87b717ebd · inbound

SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? cites this paper.

SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T10:57:22.905112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 065b298f-7bc1-4c76-b6d8-e70ba4f6b894 · inbound

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning cites this paper.

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:46.447333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da60dcc1-9cb8-4c35-920f-aa87e740f06f · inbound

Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification cites this paper.

Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T10:18:41.740224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ba975b-bc1e-4f27-939f-0963c74af78e · inbound

Investigating the Feasibility of Mitigating Potential Copyright Infringement via Large Language Model Unlearning cites this paper.

Investigating the Feasibility of Mitigating Potential Copyright Infringement via Large Language Model Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:16:49.677777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7001cd92-4c0c-4c74-823e-cc29d81ff227 · inbound

Open Problems in Machine Unlearning for AI Safety cites this paper.

Open Problems in Machine Unlearning for AI Safety MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 118

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:10.600656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd521757-5615-4c90-b3a7-32f2265481c2 · inbound

Position: Adversarial ML for LLMs Is Not Making Any Progress cites this paper.

Position: Adversarial ML for LLMs Is Not Making Any Progress MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:21.769132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddfc1d88-f0b5-441c-8aca-648ac6319223 · inbound

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond cites this paper.

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T19:40:31.592118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1deea37-69a1-4a89-bc16-d9cdb1945884 · inbound

A mean teacher algorithm for unlearning of language models cites this paper.

A mean teacher algorithm for unlearning of language models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T12:16:50.551418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a39523-be7b-4db6-bb71-93e88631fff1 · inbound

Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation cites this paper.

Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T22:53:25.360494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4fa29e-1e18-4c2e-9f65-6c0c63f24500 · inbound

Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning cites this paper.

Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:52.247841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dfbce3b-c3c3-498e-abc0-679dba0b83e5 · inbound

GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection cites this paper.

GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:39.871983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e789e429-c5b3-4189-a863-8e90f5c4afca · inbound

DUSK: Do Not Unlearn Shared Knowledge cites this paper.

DUSK: Do Not Unlearn Shared Knowledge MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:24.479036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 298f3af4-4bbd-471a-bf90-6ecce7fcabe7 · inbound

Soft Weighted Machine Unlearning cites this paper.

Soft Weighted Machine Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:25.553798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6532211-495d-4c8c-b26b-ee0b292edd2b · inbound

Existing Large Language Model Unlearning Evaluations Are Inconclusive cites this paper.

Existing Large Language Model Unlearning Evaluations Are Inconclusive MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:54.371943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61dfad5-5159-4e1a-b8c3-72049051dcfa · inbound

Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning cites this paper.

Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:35.340707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f95ffdf-d5b7-41d7-a272-ec7ff84e6c92 · inbound

LLM Unlearning Should Be Form-Independent cites this paper.

LLM Unlearning Should Be Form-Independent MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:37.986810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8ce1b9e-f8b6-417c-9ac0-81717c534434 · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:58:48.049419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d4e09b-22ed-4b89-9cc6-e72f5ad8c016 · inbound

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models cites this paper.

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:16:59.119877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53dedfd4-d3c9-427d-bd74-50ad5c774532 · inbound

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

UCD: Unlearning in LLMs via Contrastive Decoding MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:59.893510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfda0d67-4b66-49d4-b861-afc01e3400c4 · inbound

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 MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:29:37.694372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3425d73-98b0-4dca-819c-658d0e4f2418 · inbound

Learning-Time Encoding Shapes Unlearning in LLMs cites this paper.

Learning-Time Encoding Shapes Unlearning in LLMs MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:50:54.557082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c0b5c8-9c90-44da-8381-c5a14048f384 · inbound

BLUR: A Benchmark for LLM Unlearning Robust to Forget-Retain Overlap cites this paper.

BLUR: A Benchmark for LLM Unlearning Robust to Forget-Retain Overlap MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:01:32.351221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5424afb6-2c5a-4f12-853f-4b303c3e455c · inbound

Revisiting the Past: Data Unlearning with Model State History cites this paper.

Revisiting the Past: Data Unlearning with Model State History MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T08:13:01.585580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2cd7d9ee-e5a3-4973-b8a2-4d72d9ec25b7 · inbound

FlexOlmo: Open Language Models for Flexible Data Use cites this paper.

FlexOlmo: Open Language Models for Flexible Data Use MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:57:15.814983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cdee685-445a-4502-ad10-7677107f5350 · inbound

Generative Model Unlearning: A Survey through Target Events, Unlearning Operators, and Evaluation Protocols cites this paper.

Generative Model Unlearning: A Survey through Target Events, Unlearning Operators, and Evaluation Protocols MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 199

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:40.262600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c49e96-915c-4cf4-8478-029fac4002f8 · inbound

Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing cites this paper.

Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T19:27:58.533567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb0a70d-e603-4544-9080-e74b651b3c44 · inbound

Towards Evaluation for Real-World LLM Unlearning cites this paper.

Towards Evaluation for Real-World LLM Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:02.822371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bab24fd-e85a-41a8-90b7-908a059962b5 · inbound

Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection cites this paper.

Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:10.350918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e3a370-d0db-4d45-9589-281a4936e596 · inbound

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning cites this paper.

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T10:46:16.938171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5284694-caef-428d-943e-5b3e02829325 · inbound

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding cites this paper.

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T23:39:08.936375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbdbad17-7e58-410f-8dc3-1c8951360247 · inbound

Representation-Aware Unlearning via Activation Signatures: From Suppression to Entity-Signature Erasure cites this paper.

Representation-Aware Unlearning via Activation Signatures: From Suppression to Entity-Signature Erasure MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:20:04.095859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8481e362-c866-4789-bb18-144ca51a1323 · inbound

Can VLMs Truly Forget? Benchmarking Training-Free Visual Concept Unlearning cites this paper.

Can VLMs Truly Forget? Benchmarking Training-Free Visual Concept Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T19:48:11.175802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dfb8a17f-185d-4a12-9cea-53a8c1f74f1d · inbound

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning cites this paper.

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T10:41:51.251736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c03fe8b-b2e5-4041-b3a2-4c3649245373 · inbound

Is your algorithm unlearning or untraining? cites this paper.

Is your algorithm unlearning or untraining? MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.204979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eba51e6c-1fb3-4b13-9b9d-01d58ec8e8b0 · inbound

WIN-U: Woodbury-Informed Newton-Unlearning as a retain-free Machine Unlearning Framework cites this paper.

WIN-U: Woodbury-Informed Newton-Unlearning as a retain-free Machine Unlearning Framework MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:30:31.157785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b6d0106-1bed-4227-8bdc-e731756d73c6 · 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 MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 73

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:11:08.525284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57a917fe-4c04-4b85-a573-771860fcc28d · 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 MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 73

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:35:28.979483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0e07f16e-504c-44db-b0f7-10bfaebc619c · inbound

Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure cites this paper.

Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:26:02.728058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b7f5735-28f5-4fc1-9da7-2fefddbc0db3 · inbound

Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score cites this paper.

Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:31:09.975020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6c81422-ca93-4f1b-8059-cc15fc64203f · inbound

Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score cites this paper.

Metric Unreliability in Multimodal Machine Unlearning: A Systematic Analysis and Principled Unified Score MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:20:58.631656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 841c9ec5-6578-4174-8d35-b6866b143533 · inbound

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models cites this paper.

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:51:10.997326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a9e81d0-39a4-48b3-88b1-6202daedc88a · inbound

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models cites this paper.

ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T05:20:43.560527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a873adb-dd16-4a26-abd6-8c539d9214f1 · inbound

Robust LLM Unlearning Against Relearning Attacks: The Minor Components in Representations Matter cites this paper.

Robust LLM Unlearning Against Relearning Attacks: The Minor Components in Representations Matter MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:06:59.999340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4baaf2d9-a048-467d-9c7f-6d0fd4ba6ad7 · inbound

Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation cites this paper.

Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:13:30.064610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3af74a01-7bdf-478f-8129-dc3d43b6dc95 · inbound

Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models cites this paper.

Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.714159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 457b952f-df6e-4b88-8bc7-37521c5f1998 · inbound

MAAT: Multi-phase Adapter-Aware Targeted Unlearning cites this paper.

MAAT: Multi-phase Adapter-Aware Targeted Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:23:15.542892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90030ed3-5098-4213-be49-d2070ffa697d · inbound

De-attribute to Forget for LLM Unlearning cites this paper.

De-attribute to Forget for LLM Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:52:49.581581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c250104-6699-4201-be1c-bcffd617142b · inbound

De-attribute to Forget for LLM Unlearning cites this paper.

De-attribute to Forget for LLM Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T15:34:59.671830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8238007e-411a-4bb2-afc6-a92cd9604c98 · inbound

Fast Unlearning at Scale via Margin Self-Correction cites this paper.

Fast Unlearning at Scale via Margin Self-Correction MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:26:18.062533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a07a52d5-52c7-4b21-8e3a-03d557c2b485 · inbound

Validity Threats for Foundation Model Research cites this paper.

Validity Threats for Foundation Model Research MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 88

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:36:44.922679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 879dc37d-5290-4da2-bcb4-1eb5bd83786a · inbound

REMEDI: A Benchmark for Retention and Unlearning Evaluation in Multi-label Clinical Disease Inference cites this paper.

REMEDI: A Benchmark for Retention and Unlearning Evaluation in Multi-label Clinical Disease Inference MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:09.461974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af338a49-efe6-4894-b39e-acdf64e19021 · inbound

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models cites this paper.

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:38:19.408677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 633aad87-478b-4d8c-a1c5-5bcfb818f2b8 · inbound

RepSelect: Robust LLM Unlearning via Representation Selectivity cites this paper.

RepSelect: Robust LLM Unlearning via Representation Selectivity MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:58:47.242685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f61c7d5a-09cf-4579-a4d0-d353e1896213 · inbound

PreUnlearn: Auditing Collateral Knowledge Damage Before Large Language Model Unlearning cites this paper.

PreUnlearn: Auditing Collateral Knowledge Damage Before Large Language Model Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:58.438059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9cae196f-d660-46f0-a27a-de7f16e113a4 · inbound

Heuresis: Search Strategies for Autonomous AI Research Agents Across Quality, Diversity and Novelty cites this paper.

Heuresis: Search Strategies for Autonomous AI Research Agents Across Quality, Diversity and Novelty MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:17:23.805210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0decda2f-d75e-4e09-9462-3e134a1145ed · inbound

Stochastic Dynamic Barrier Perturbed Gradient Methods for Nonconvex Simple Bilevel Optimization cites this paper.

Stochastic Dynamic Barrier Perturbed Gradient Methods for Nonconvex Simple Bilevel Optimization MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-14T08:04:14.297636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcaab05-540d-4ce4-be78-b8944bc4a1d5 · inbound

LLM Unlearning for Cyber Defense: A Survey on Methods, Challenges, and Emerging Threats cites this paper.

LLM Unlearning for Cyber Defense: A Survey on Methods, Challenges, and Emerging Threats MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-02T10:25:19.900780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4836a0-1618-472d-be62-eebdb085f86e · inbound

Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning cites this paper.

Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T14:53:55.889424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cedb814f-d7ea-4431-aac1-e52433d7be06 · inbound

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness cites this paper.

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:57.226963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f194926-2e08-48a9-9198-f9faa0fb5e09 · inbound

Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies cites this paper.

Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T18:54:46.603109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede6e981-d000-4367-8356-5d5a0cbe2c41 · inbound

GROM: Gradient-Free Rapid One-Shot Machine Unlearning cites this paper.

GROM: Gradient-Free Rapid One-Shot Machine Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T23:36:41.730207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers