Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models | Paper Citation Record

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This paper cites Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 1

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This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 2

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This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 3

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This paper cites International Conference on Learning Representations , volume=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models International Conference on Learning Representations , volume=

Reference 4

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This paper cites Advances in Neural Information Processing Systems , volume=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 5

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This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 6

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This paper cites Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation

Reference 7

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This paper cites arXiv preprint arXiv:2507.01271 , year=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models arXiv preprint arXiv:2507.01271 , year=

Reference 8

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Observation 6b53046f-4e2b-45c0-a162-781cef9402fc · outbound

This paper cites From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models

Reference 9

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models arXiv preprint arXiv:2510.22535 , year=

Reference 10

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 11

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This paper cites Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning

Reference 12

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This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 13

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This paper cites PPU-Bench:Real World Benchmark for Personalized Partial Unlearning in Vision Language Models.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models PPU-Bench:Real World Benchmark for Personalized Partial Unlearning in Vision Language Models

Reference 14

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

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models

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This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 16

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Observation 0a2e4a3c-4f40-4860-92ad-2139c745ce0e · outbound

This paper cites Erase Persona, Forget Lore: Benchmarking Multimodal Copyright Unlearning in Large Vision Language Models.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Erase Persona, Forget Lore: Benchmarking Multimodal Copyright Unlearning in Large Vision Language Models

Reference 17

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This paper cites Advances in Neural Information Processing Systems , volume=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 18

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This paper cites European conference on computer vision , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models European conference on computer vision , pages=

Reference 19

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This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the 2023 conference on empirical methods in natural language processing , pages=

Reference 20

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 21

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This paper cites MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

Reference 22

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2020 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2022 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

Reference 29

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 30

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 31

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU , author=

Reference 32

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 33

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 34

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 35

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 38

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 39

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

Reference 40

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 41

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 42

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 43

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:56.589938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 46

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Observation 236104d8-e40a-4900-92db-123c6d2d79fb · outbound

This paper cites 2026 , eprint=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.750822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcb9384c-89d9-4536-88ef-9024f425ef6f · outbound

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.651974Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.512249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43eda4a1-a43a-43df-99cf-c5b5e6a2cf23 · outbound

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2026 , eprint=

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.398249Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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This paper cites 2025 , eprint=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.255792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20ac4b4e-49ac-4df5-9b36-39b014de718d · outbound

This paper cites 2025 , eprint=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2025 , eprint=

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:55.095261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 553f108c-ab06-41d5-9606-abad9cb9ab9f · outbound

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models 2024 , eprint=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:54.943054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84b1c9ff-47c7-45ff-9e64-a937e5740a3c · outbound

This paper cites TechRxiv , volume =.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models TechRxiv , volume =

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:39:54.787867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 413fd7e9-2e9a-4797-bb9a-c15536263603 · outbound

This paper cites International conference on learning representations , volume=.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models International conference on learning representations , volume=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the IEEE international conference on computer vision , pages=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Advances in neural information processing systems , volume=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Qwen-Image Technical Report

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Advances in neural information processing systems , volume=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the 58th annual meeting of the association for computational linguistics , pages=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Steering Language Models With Activation Engineering

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Representation Engineering: A Top-Down Approach to AI Transparency

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the 25th Conference on Computational Natural Language Learning , pages=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Improving Activation Steering in Language Models with Mean-Centring

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Targeted Unlearning with Single Layer Unlearning Gradient

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models arXiv preprint arXiv:2406.02575 , year=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Object Hallucination-Free Reinforcement Unlearning for Vision-Language Models

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models International Conference on Machine Learning , pages=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 75

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Advances in Neural Information Processing Systems , volume=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models arXiv preprint arXiv:2509.11816 , year=

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Mitigating Memorization in LLMs using Activation Steering

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models World Conference on Explainable Artificial Intelligence , pages=

Reference 79

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 80

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 81

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Visual-Noise Guided In-Context Distillation for Multimodal Large Language Model Unlearning

Reference 82

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Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models arXiv preprint arXiv:2602.02222 , year=

Reference 83

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