Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T13:34:45.827277Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2606.10989.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T13:34:45.827277Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6545d871-f1f0-407a-92b2-765ab1117c30 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Machine unlearning,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c85f361-c96f-4c12-852a-bc1108c42aa5 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Large language model unlearning,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f0dcd5b-94db-479a-85e0-b8459d3e5be2 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Tofu: A task of fictitious unlearning for llms,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfbd7b9c-864f-4d0d-8318-7c438215b58c · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f04d3a0f-01c1-492e-bd07-86c04d60b95d · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Rethinking machine unlearning for large language models,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e440d0d3-c56d-44e1-96ad-cfbd2095db1f · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Muse: Machine unlearning six-way evaluation for language models,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a305538-a5e9-4188-964b-8367903f79e9 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Openunlearning: Accelerating llm unlearning via unified benchmarking of methods and metrics,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7104e4a-ad5e-47a0-8d7f-1a1107a52ff4 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Position: LLM Unlearning Benchmarks are Weak Measures of Progress
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 55377f52-e2f0-48c1-9242-20a2249b0ec0 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Invariance makes LLM unlearning resilient even to unanticipated downstream fine-tuning,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34456a29-ab86-4093-8929-52cf025cdd93 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Auditing language model unlearning via information decomposition,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dbc2199-8372-42e9-8640-77b26c64f380 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Explainable llm unlearning through reasoning,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 242198e2-ed2a-4ae4-b152-a6dfe73af620 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Alternate preference optimization for unlearning factual knowledge in large language models,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc16417a-bc34-48e4-9f24-9bfb9ee03221 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning LoRA: Low-Rank Adaptation of Large Language Models
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 074925fb-d96f-4d60-9a83-4bfa0b9f9bfe · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lora learns less and forgets less,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d684ac81-ff42-456e-b040-053c000d4196 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a5d00b16-4884-42b4-bd9b-c599c00723eb · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning OPLoRA: Orthogonal projection LoRA prevents catastrophic forgetting during parameter-efficient fine-tuning,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c5520c9-7139-4962-9efe-799dbaba3d89 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b6c1080b-2dfe-4fad-b9c4-6416a61988e4 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Large language model unlearning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09272be4-265f-4122-97d5-8523db95a121 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Machine unlearning of pre-trained large language models,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7976b033-db98-4605-b901-b3e4f64c593a · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Simplicity prevails: Rethinking negative preference optimization for llm unlearn- ing,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d01406b-d0a5-4285-8167-a48ad769f8ba · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning ReLearn: Unlearning via learning for large language models,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81e847a3-59b4-478a-b68c-348d4e00e8da · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Direct preference optimization: Your language model is secretly a reward model,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0034dc9b-0311-4c33-acaa-c9ad4ba4d2b1 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning R-tofu: Unlearning in large reasoning models,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95d8bbf5-7b49-4df7-80c5-bbdc447f4dcb · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The wmdp benchmark: Measuring and reducing malicious use with unlearning,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3d0b88a-e6f7-4afe-93d6-d7ed6a5b55db · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning On effects of steering latent representation for large language model unlearning,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38751e94-f254-4b2e-9a77-646774ee0b12 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning LLM unlearning via neural activation redirection,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a5bfdd1-47c4-4fdb-9fb6-9d1112eb2c44 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Available: https://openreview.net/forum?id=teB4aqJsNP
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee599bd7-83ba-407f-a5b8-0aba3e90be7d · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lock on target! precision unlearning via directional control,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 859614a5-69f4-4f5c-bced-ad25342241c4 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Towards robust and parameter- efficient knowledge unlearning for llms,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cd6c828-e1bf-443c-be6d-11f1a1838311 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Unified parameter-efficient unlearning for llms,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 272af1d4-0284-4fa6-bae3-a6d7f0feceee · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Lune: Efficient llm unlearning via lora fine-tuning with negative examples,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93daa70e-3629-43d8-aae2-157ee68d1e9e · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Quantization-Robust LLM Unlearning via Low-Rank Adaptation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d84a81d2-1e68-4430-bcd1-3faa59d2306d · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Knowledge neurons in pretrained transformers,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2306a7e3-6f8a-4563-8af8-b730c832a668 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Locating and editing factual associations in gpt,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 724d5d0d-4d03-452a-9fa9-3f9a2a0b3ba9 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Fast model editing at scale,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 829aea43-640f-4b18-8859-552c0b0f90a0 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Mass-editing memory in a transformer,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77917ede-2815-4d9f-94a9-7a48cbfd48c0 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Continual learning of context- dependent processing in neural networks,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a6f19ae-bbd4-4155-b0dd-f88a290ab5f9 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Efficient lifelong learning with A-GEM,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db3f1434-0eb2-4d12-87de-c4678c244373 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Training networks in null space of feature covariance for continual learning,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee036ffe-0d5f-4934-a900-c9fedc8aa150 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Alphaedit: Null-space constrained knowledge editing for language models,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8799ceaa-6dcc-4581-a6f3-f2f9dec3cf07 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Model unlearning via sparse autoencoder subspace guided projections,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2edc11d5-1c94-4ccc-9bbf-b24247653db9 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3aebae26-8838-4e76-932b-572790dfbd2f · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The approximation of one matrix by another of lower rank,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd2a4e12-e466-4d7d-afbd-b298748e446b · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Symmetric gauge functions and unitarily invariant norms,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 682af7e2-c22d-43a1-a048-fdc874efd19f · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Finding structure with randomness: Probabilistic algorithms for constructing approximate ma- trix decompositions,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a065dc61-630e-4375-8b34-aa069ad8766e · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning The Llama 3 Herd of Models
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6ad5330e-2700-40ae-be42-a60825a6bf46 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Zephyr: Direct Distillation of LM Alignment
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8a0b973d-5f69-4de7-837a-65afbaa8d76c · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Towards robust evaluation of unlearning in LLMs via data transformations,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e5ffd45-09bf-4dd0-844a-eaa05a2efa9e · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Multilingual jailbreak challenges in large language models,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1b81da7-96d8-41d2-a2ab-be3ed7481a3c · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Jailbreakbench: An open robustness benchmark for jailbreaking large language models,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64560ce8-a322-4f39-9849-72b47fc3a892 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning HarmBench: A standardized evaluation framework for automated red teaming and robust refusal,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 926ec02b-fe8a-44de-be62-426797190079 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning 35 181–35 224
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0efdf69f-b813-4656-a60e-f3517e3b4c62 · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning ”do anything now
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 02bd7f2a-f81e-4dd6-8cb1-e038f8e6282d · outbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Don’t listen to me: Understanding and exploring jailbreak prompts of large language models,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.