Paper Citation Record · LEDGER

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

As of 1 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2410.02355.

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

pith.paper-citation-record.v1
2410.02355 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:55:28.910339Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-05T16:21:15.970863Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f5c3847a-fe6b-41b3-b1e2-ca8e17d2a33e · inbound

MemOS: A Memory OS for AI System cites this paper.

MemOS: A Memory OS for AI System AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:20:22.775840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d089e9f8-47c6-4865-9eff-8e507fd29163 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:20:22.221179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 340cd35e-677b-4d4d-96dc-98ebeb4077bd · inbound

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing cites this paper.

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:30:44.213562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 7fd330bd-874d-4f9c-8f96-dc7ca98c9058 · inbound

Norm Anchors Make Model Edits Last cites this paper.

Norm Anchors Make Model Edits Last AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:30:48.108977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 8d3e6e96-097c-42c0-ad65-69293c77fac0 · inbound

GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items cites this paper.

GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:55:33.447982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 3668680c-12da-437a-bb01-17c771322a7a · inbound

Distributed Multi-Layer Editing for Rule-Level Knowledge in Large Language Models cites this paper.

Distributed Multi-Layer Editing for Rule-Level Knowledge in Large Language Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:20:54.368859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation ae8cf3e1-266c-49eb-9924-732c42aefff1 · inbound

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models cites this paper.

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:20:57.938828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1c21185c-7dd6-4b21-98db-9641e7f4dcc3 · inbound

CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge cites this paper.

CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:05:22.116330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation e97f24a2-d5a0-41d9-bf58-00bcbcf57f8d · inbound

Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression cites this paper.

Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:05.156173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation b8507301-7481-4c7b-aabe-a82ee25ca754 · inbound

Low-Rank Adaptation Redux for Large Models cites this paper.

Low-Rank Adaptation Redux for Large Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:26:04.024688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation f6a2961a-48df-440b-932c-ad7c13e5c866 · inbound

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning cites this paper.

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:46:08.388646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 32b081b7-1db2-426a-a772-c201e9dfe169 · inbound

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing cites this paper.

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:51:36.017420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation b6ef6f71-85a8-4f41-aa0a-79aada570c83 · inbound

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing cites this paper.

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:33:50.442212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 0d7ea6fc-ccc6-4ac2-8686-b89a0f51a5e3 · inbound

M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models cites this paper.

M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:01:22.602354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 8011323c-029f-4b10-85a6-8626ff72a332 · inbound

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding cites this paper.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:40:03.870510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 8ceeaec4-8ea2-436e-b463-a4a6497b8c23 · inbound

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding cites this paper.

Mistletoe: Stealthy Acceleration-Collapse Attacks on Speculative Decoding AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.587947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 212048bd-1ec4-425d-837d-6e74b5373875 · inbound

Scalable Knowledge Editing for Mixture-of-Experts LLMs via Tensor-Structured Updates cites this paper.

Scalable Knowledge Editing for Mixture-of-Experts LLMs via Tensor-Structured Updates AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:13:40.443341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 0e5dc6d2-d7db-4290-845f-70f74a616eab · inbound

Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment cites this paper.

Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:00:19.008818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c3e91582-f8ce-486c-b162-39ecd42e0919 · inbound

EchoDistill:Alignment Noisy-to-Clean Self-Distillation for Robust Audio LLMs cites this paper.

EchoDistill:Alignment Noisy-to-Clean Self-Distillation for Robust Audio LLMs AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:45:45.506955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation cce1fcf0-8bdf-4b8f-9926-f61d32f47619 · inbound

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

MAAT: Multi-phase Adapter-Aware Targeted Unlearning AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:23:15.550819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1371df9d-c257-46c1-be5c-c8613d1b893a · inbound

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation cites this paper.

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-28T20:42:38.026101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 47b3cd53-2eaa-4218-bee5-8bea4bc2e5f2 · inbound

AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise cites this paper.

AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:22:25.105238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 78fa098d-831c-4a5c-b4dc-f1ef36c984a9 · inbound

Why Muon Outperforms Adam: A Curvature Perspective cites this paper.

Why Muon Outperforms Adam: A Curvature Perspective AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:16:44.429777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation a72bc754-9cf6-4c1b-a8d2-747c3e60e308 · inbound

Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs cites this paper.

Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-05T16:21:15.975435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1ff5d7b3-360f-4b58-b339-05ff004a9db2 · inbound

LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing cites this paper.

LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:59:25.210902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 6d3b14be-98e8-42dd-a189-23400489106e · inbound

Reproducibility Study of "AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models" cites this paper.

Reproducibility Study of "AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models" AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:39:50.363855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 5eddfcb1-e964-44fe-a905-58cd2fdbcc74 · inbound

Reproducibility Study of "AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models" cites this paper.

Reproducibility Study of "AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models" AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T11:55:28.910339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c40d5e8-47c3-4a7d-8b32-f9aa9e2443e0 · inbound

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks cites this paper.

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:49:52.886565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.