Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-25T03:59:41.631923Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2605.23780.
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 2026-05-25T03:59:41.631923Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fecd9e51-cc4f-4a0d-a85f-5161e7ca74e7 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Qwen2.5-VL Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c2c48388-546c-4acb-b441-2f002a4ff23e · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d3e29941-8b7f-43db-8d0b-b83c322a9845 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Can We Edit Multimodal Large Language Models?
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 236a734f-7272-4b02-8411-031a263edf90 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Gramian Multimodal Representation Learning and Alignment
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d634ee7e-21f0-4d1f-8cdd-405d34872d52 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Evaluating the Ripple Effects of Knowledge Editing in Language Models
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5e6eb4e-9e5a-425c-820f-24a17b249b86 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Instructblip: Towards general-purpose vision-language models with instruction tuning.Advances in neural information processing systems, 36:49250–49267
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0621e703-d20d-4092-a9dd-42b92c89b1a2 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Editing Factual Knowledge in Language Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7faa1b4c-8eaa-49fa-8feb-ca0a0b1af0b8 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Everything is editable: Extend knowledge editing to unstructured data in large language models
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2f04956-8851-4691-8e91-5935568c5551 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 00bae7cd-f3b4-4e59-b8e7-0e053d5d7b69 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Calibrating factual knowledge in pretrained language models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 605df672-8666-4264-9c3f-456c6ea38220 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0e5dc6d2-d7db-4290-845f-70f74a616eab · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06932609-aaa9-4225-80f9-f21508771f6f · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3e8e9cfe-d27e-41b1-bd72-54d0d2ad3187 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment SimCSE: Simple Contrastive Learning of Sentence Embeddings
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cd8b0bc4-20cb-41f2-b1bd-36b417d4cafa · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment PokeMQA: Programmable knowledge editing for Multi-hop Question Answering
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 15acece9-7233-451d-9f68-b62f505684b9 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Balancedit: Dynamically balancing the generality-locality trade-off in multi-modal model editing
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7c684b0c-401f-400e-bb0a-3d8af3009fcd · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4d1dee7d-e516-48b7-a45e-c16fe975db1f · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Methods for measuring, updating, and visualizing factual beliefs in language models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a55af08-1e36-4542-addc-84b789bf32ee · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Inspecting and Editing Knowledge Representations in Language Models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 570dd8cf-de29-4a6b-9188-3bf4dde5c45e · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Vlkeb: A large vision-language model knowledge editing benchmark.Advances in Neural Information Processing Systems, 37:9257–9280
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c98d9204-d853-4e7f-a24c-96c9085d8145 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Transformer-Patcher: One Mistake worth One Neuron
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 513ef42d-2c8b-40dd-9182-a4f387130041 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Anyedit: Edit any knowledge encoded in language models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 62f111c1-b6f1-4c59-a050-918fe82710ba · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Llava-med: Training a large language-and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36: 28541–28564
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 887274c4-df89-476e-a8b1-f9611196ac73 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d7e4085-175b-4f82-8ffe-b1d0e20aebed · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57f22579-159f-4b9c-bcd3-669d3410b0e4 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment PMET: Precise Model Editing in a Transformer
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6804f10c-7ef6-4f85-b6a2-2cfb7133daf0 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d3de27f2-5353-40c4-b25a-5b0fc0dcfbf2 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Calibrated Multimodal Representation Learning with Missing Modalities
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8f84d85f-68dd-4455-affb-19d0a0d6f669 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Principled multimodal represen- tation learning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ed394089-f934-48fc-94f7-16ad1332aa92 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Untying the reversal curse via bidirectional language model editing
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 08adf4ef-bc22-47a6-812d-ea6cfe449288 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Locating and editing factual associations in gpt.Advances in neural information processing systems, 35:17359–17372
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d8f46de0-0b42-49f0-a5d0-4eea16ca213a · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Mass-Editing Memory in a Transformer
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a5f15aa-4de7-4110-a9e4-9451dd514815 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Fast Model Editing at Scale
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1f9a8cfd-b0a6-479c-adab-4b0aab880743 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Memory-based model editing at scale
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1929a241-377d-452d-9264-2dbaca68c614 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7ea85616-0340-46d7-a097-fcabc4f2fcf0 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Towards unified multimodal editing with enhanced knowledge collaboration.Advances in Neural Information Processing Systems, 37:110290–110314
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a7fc351d-88ac-427f-8227-12225297943c · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Learning Transferable Visual Models From Natural Language Supervision
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6cdc7ee-a2cf-46bb-b8ae-00f6cb02c432 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Out-of-distribution generalization via invariant trajectories for multimodal large language model editing
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0e855413-4d7d-4060-aa29-1278efa9e44f · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Mass-editing memory with attention in transformers: A cross-lingual exploration of knowledge
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 400e74e3-28c5-4527-885f-d46b79ff543d · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Massive Editing for Large Language Models via Meta Learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c8f70142-65c1-4606-8e12-4539b0c88ad9 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment LLaMA: Open and Efficient Foundation Language Models
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb2745c4-d28b-46e9-9461-db8e9e47db94 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Wise: Rethinking the knowledge memory for lifelong model editing of large language models.Advances in Neural Information Processing Systems, 37: 53764–53797
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0ab72d7e-63af-4721-8900-704b78e9f83f · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Knowledge editing for large language models: A survey.ACM Computing Surveys, 57(3):1–37
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 237b9435-05a1-43ab-93ec-a6aab7de54a2 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aba1a079-5f95-48be-b7a0-a5fff8f81a1a · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c00c0322-e956-4bc1-bc52-f6df521910d0 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 281908f5-472d-46e9-bd74-fcd5d6145fe3 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Knowledge Graph Enhanced Large Language Model Editing
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 83b2f9c2-289e-4f41-a82e-4d4c5468e327 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment InstructEdit: Instruction-based Knowledge Editing for Large Language Models
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e3d08c2d-6d86-46ac-b7df-f8e1c1e54d8f · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment A comprehensive study of knowledge editing for large language models
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5c0417cf-b943-49b8-8df3-0f901be192ec · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment A Comprehensive Study of Knowledge Editing for Large Language Models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 83f49313-106d-417f-91b8-6da86acf4f0e · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Can We Edit Factual Knowledge by In-Context Learning?
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b1552f4-9a98-4145-8e44-7daeda6fb24a · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1c085959-0001-48a8-a7d3-6e205dbf3f59 · outbound
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
No inbound Pith citation observations are available.