Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T17:12:33.892879Z
Paper Citation Record · LEDGER
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking
As of 6 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2601.06163.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-09T18:44:05.775332Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T16:06:22.155837Z
Reference resolution
16 of 16 outbound references displayed
- verified exact12
- verified fuzzy1
- unresolved0
- parse uncertain0
- malformed identifier2
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c83330ec-fd4c-41cc-abfc-1c7a365d5ec9 · outbound
This paper cites The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T17:14:16.690042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4ac76fa0-4f32-4736-84ee-583ef7ee59e7 · outbound
This paper cites ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.677949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 29b22c21-ba89-40b4-9f36-0c064881c61c · outbound
This paper cites SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T17:14:16.673686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation db1a8a41-70da-4d1c-8f7a-a533573eb3dc · outbound
This paper cites Certified Data Removal from Machine Learning Models.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Certified Data Removal from Machine Learning Models
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.702622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8913fa82-2f3e-4ea2-97d5-889c2fc8a508 · outbound
This paper cites Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.685934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bc07d706-fe28-4839-ab5a-e1e54cb11d13 · outbound
This paper cites Diffusion Models for Medical Image Analysis: A Comprehensive Survey.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Diffusion Models for Medical Image Analysis: A Comprehensive Survey
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.697205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 336506d2-abe3-488a-8c09-c363b887733d · outbound
This paper cites Microsoft coco: Common objects in context.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Microsoft coco: Common objects in context
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:14:17.151842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 45185acf-4bc2-46b0-b444-ab6d67143f74 · outbound
This paper cites Machine Unlearning in Generative AI: A Survey.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Machine Unlearning in Generative AI: A Survey
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.694879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 70174774-8e29-47d1-9887-ad777a88be1d · outbound
This paper cites Bridge the gaps between machine unlearning and ai regulation.arXiv preprint arXiv:2502.12430.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Bridge the gaps between machine unlearning and ai regulation.arXiv preprint arXiv:2502.12430
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.709994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d0262184-fde4-478a-a7ca-69d87b64ceb7 · outbound
This paper cites A Survey of Machine Unlearning.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking A Survey of Machine Unlearning
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.709173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d615986-2854-4d62-b6ad-5486f092231f · outbound
This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T17:14:16.693356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1f546aae-fae2-4a78-9472-192c8c4126a9 · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T17:14:16.700998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b48d8643-bf9a-47a9-bff3-b42a11d385ad · outbound
This paper cites Ethical and social risks of harm from Language Models.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Ethical and social risks of harm from Language Models
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T17:14:16.676746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9cb56be0-08bc-4cf7-9eb8-e10734c34c41 · outbound
This paper cites Separable Multi-Concept Erasure from Diffusion Models.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Separable Multi-Concept Erasure from Diffusion Models
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T17:14:16.705074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6250c8a7-a6a4-4dfc-a59f-a5c77419f2a4 · outbound
This paper cites Other choices, such as cross-attention or self-attention projections, either severely damage image fidelity or fail to remove the concepts thoroughly.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking Other choices, such as cross-attention or self-attention projections, either severely damage image fidelity or fail to remove the concepts thoroughly
Reference 15
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-21T17:14:16.706270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4f9e2913-74a5-4417-afd0-4b1e002a63dd · outbound
This paper cites F” denotes female, “M.
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking F” denotes female, “M
Reference 16
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-21T17:14:17.154390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 6bdba7a9-7015-40a9-acbd-e3a75bf76e52 · inbound
LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning cites this paper.
LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T00:04:20.763847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.