Unified Parameter-Efficient Unlearning for LLMs | Paper Citation Record

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This paper cites Second-Order Stochastic Optimization for Machine Learning in Linear Time.

Unified Parameter-Efficient Unlearning for LLMs Second-Order Stochastic Optimization for Machine Learning in Linear Time

Reference 1

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This paper cites Glassman.

Unified Parameter-Efficient Unlearning for LLMs Glassman

Reference 2

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This paper cites Tallrec: An effective and efficient tuning framework to align large language model with recommendation.

Unified Parameter-Efficient Unlearning for LLMs Tallrec: An effective and efficient tuning framework to align large language model with recommendation

Reference 3

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This paper cites Bartlett and Shahar Mendelson.

Unified Parameter-Efficient Unlearning for LLMs Bartlett and Shahar Mendelson

Reference 4

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This paper cites Influence functions in deep learning are fragile.

Unified Parameter-Efficient Unlearning for LLMs Influence functions in deep learning are fragile

Reference 5

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This paper cites A fast iterative shrinkage-thresholding algorithm for linear inverse problems.

Unified Parameter-Efficient Unlearning for LLMs A fast iterative shrinkage-thresholding algorithm for linear inverse problems

Reference 6

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This paper cites Nonlinear programming.

Unified Parameter-Efficient Unlearning for LLMs Nonlinear programming

Reference 7

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This paper cites Digital Forgetting in Large Language Models: A Survey of Unlearning Methods.

Unified Parameter-Efficient Unlearning for LLMs Digital Forgetting in Large Language Models: A Survey of Unlearning Methods

Reference 8

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This paper cites Choquette - Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot.

Unified Parameter-Efficient Unlearning for LLMs Choquette - Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot

Reference 9

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Unified Parameter-Efficient Unlearning for LLMs Unresolved cited work

Reference 10

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Unified Parameter-Efficient Unlearning for LLMs Unresolved cited work

Reference 11

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This paper cites Prompting change: exploring prompt engineering in large language model ai and its potential to transform education.

Unified Parameter-Efficient Unlearning for LLMs Prompting change: exploring prompt engineering in large language model ai and its potential to transform education

Reference 12

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This paper cites Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec '11, Chicago, Illinois, USA, October 27, 2011, 2011.

Unified Parameter-Efficient Unlearning for LLMs Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec '11, Chicago, Illinois, USA, October 27, 2011, 2011

Reference 13

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Observation 5180e43d-82b6-4a79-9bf5-46fdd3d6869a · outbound

This paper cites Learning to unlearn: Instance-wise unlearning for pre-trained classifiers.

Unified Parameter-Efficient Unlearning for LLMs Learning to unlearn: Instance-wise unlearning for pre-trained classifiers

Reference 14

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This paper cites Recommendation unlearning.

Unified Parameter-Efficient Unlearning for LLMs Recommendation unlearning

Reference 15

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This paper cites Unlearn what you want to forget: Efficient unlearning for llms.

Unified Parameter-Efficient Unlearning for LLMs Unlearn what you want to forget: Efficient unlearning for llms

Reference 16

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This paper cites On softmax direct preference optimization for recommendation.

Unified Parameter-Efficient Unlearning for LLMs On softmax direct preference optimization for recommendation

Reference 17

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This paper cites Exploring the potential of large language models (llms)in learning on graphs.

Unified Parameter-Efficient Unlearning for LLMs Exploring the potential of large language models (llms)in learning on graphs

Reference 18

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Unified Parameter-Efficient Unlearning for LLMs Unresolved cited work

Reference 19

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This paper cites Personalized pedagogy through a llm-based recommender system.

Unified Parameter-Efficient Unlearning for LLMs Personalized pedagogy through a llm-based recommender system

Reference 20

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This paper cites Qlora: Efficient finetuning of quantized llms.

Unified Parameter-Efficient Unlearning for LLMs Qlora: Efficient finetuning of quantized llms

Reference 21

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This paper cites BERT: pre-training of deep bidirectional transformers for language understanding.

Unified Parameter-Efficient Unlearning for LLMs BERT: pre-training of deep bidirectional transformers for language understanding

Reference 22

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This paper cites Delayed Feedback Modeling with Influence Functions.

Unified Parameter-Efficient Unlearning for LLMs Delayed Feedback Modeling with Influence Functions

Reference 23

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This paper cites Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping.

Unified Parameter-Efficient Unlearning for LLMs Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Reference 24

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This paper cites Who's Harry Potter? Approximate Unlearning in LLMs.

Unified Parameter-Efficient Unlearning for LLMs Who's Harry Potter? Approximate Unlearning in LLMs

Reference 25

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This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Unified Parameter-Efficient Unlearning for LLMs AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 26

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Unified Parameter-Efficient Unlearning for LLMs Moltc: Towards molecular relational modeling in language models

Reference 27

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Unified Parameter-Efficient Unlearning for LLMs Practical methods of optimization

Reference 28

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This paper cites Maxwell Harper and Joseph A.

Unified Parameter-Efficient Unlearning for LLMs Maxwell Harper and Joseph A

Reference 29

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This paper cites Methods of conjugate gradients for solving linear systems, volume 49.

Unified Parameter-Efficient Unlearning for LLMs Methods of conjugate gradients for solving linear systems, volume 49

Reference 30

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Unified Parameter-Efficient Unlearning for LLMs Parameter-efficient transfer learning for NLP

Reference 31

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This paper cites Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads.

Unified Parameter-Efficient Unlearning for LLMs Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads

Reference 32

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This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Unified Parameter-Efficient Unlearning for LLMs Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 33

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This paper cites Enhancing sequential recommendation via llm-based semantic embedding learning.

Unified Parameter-Efficient Unlearning for LLMs Enhancing sequential recommendation via llm-based semantic embedding learning

Reference 34

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Unified Parameter-Efficient Unlearning for LLMs Exact and Efficient Unlearning for Large Language Model-based Recommendation

Reference 35

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This paper cites Knowledge unlearning for mitigating privacy risks in language models.

Unified Parameter-Efficient Unlearning for LLMs Knowledge unlearning for mitigating privacy risks in language models

Reference 36

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Unified Parameter-Efficient Unlearning for LLMs LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Reference 37

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This paper cites FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs.

Unified Parameter-Efficient Unlearning for LLMs FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs

Reference 38

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Unified Parameter-Efficient Unlearning for LLMs Kassem, Omar Mahmoud, and Sherif Saad

Reference 39

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Unified Parameter-Efficient Unlearning for LLMs Understanding black-box predictions via influence functions

Reference 40

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This paper cites Customizing language models with instance-wise lora for sequential recommendation.

Unified Parameter-Efficient Unlearning for LLMs Customizing language models with instance-wise lora for sequential recommendation

Reference 41

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Unified Parameter-Efficient Unlearning for LLMs Privacy adhering machine un-learning in NLP

Reference 42

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Unified Parameter-Efficient Unlearning for LLMs Towards unbounded machine unlearning

Reference 43

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Unified Parameter-Efficient Unlearning for LLMs Let machines unlearn - machine unlearning and the right to be forgotten

Reference 44

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Unified Parameter-Efficient Unlearning for LLMs Collavo: Crayon large language and vision model

Reference 45

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Unified Parameter-Efficient Unlearning for LLMs Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation

Reference 46

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Unified Parameter-Efficient Unlearning for LLMs Diffstyler: Diffusion-based localized image style transfer

Reference 47

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Unified Parameter-Efficient Unlearning for LLMs Prefix-tuning: Optimizing continuous prompts for generation

Reference 48

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Unified Parameter-Efficient Unlearning for LLMs Label Supervised LLaMA Finetuning

Reference 49

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Unified Parameter-Efficient Unlearning for LLMs Llara: Large language-recommendation assistant

Reference 50

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Observation 641aac0b-8321-450f-82b7-997b2aaefe98 · outbound

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Unified Parameter-Efficient Unlearning for LLMs Improved Baselines with Visual Instruction Tuning

Reference 51

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Unified Parameter-Efficient Unlearning for LLMs Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.372218Z

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Observation 754b813c-a367-4d43-ab82-cee2e48374bd · outbound

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Unified Parameter-Efficient Unlearning for LLMs Rethinking Machine Unlearning for Large Language Models

Reference 53

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Unified Parameter-Efficient Unlearning for LLMs P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 54

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This paper cites Understanding LLMs: A Comprehensive Overview from Training to Inference.

Unified Parameter-Efficient Unlearning for LLMs Understanding LLMs: A Comprehensive Overview from Training to Inference

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This paper cites Towards safer large language models through machine unlearning.

Unified Parameter-Efficient Unlearning for LLMs Towards safer large language models through machine unlearning

Reference 56

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Observation 565d8b2b-5470-4350-bde8-88d836e3473f · outbound

This paper cites Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge.

Unified Parameter-Efficient Unlearning for LLMs Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge

Reference 57

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This paper cites QUARK: controllable text generation with reinforced unlearning.

Unified Parameter-Efficient Unlearning for LLMs QUARK: controllable text generation with reinforced unlearning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.338876Z

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Observation 3a3b585b-6b8c-4953-85f4-eeca28ba1083 · outbound

This paper cites Linear and nonlinear programming, volume 2.

Unified Parameter-Efficient Unlearning for LLMs Linear and nonlinear programming, volume 2

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.320839Z

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Observation 2af41ddf-03aa-4b97-90dd-1afc55d75ebd · outbound

This paper cites Llm-rec: Personalized recommendation via prompting large language models.

Unified Parameter-Efficient Unlearning for LLMs Llm-rec: Personalized recommendation via prompting large language models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.300431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3ce1277-e503-4e68-ba34-7b2c4d1bbe76 · outbound

This paper cites Reinforced Prompt Personalization for Recommendation with Large Language Models.

Unified Parameter-Efficient Unlearning for LLMs Reinforced Prompt Personalization for Recommendation with Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.834756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fd1ec6a-8277-42dd-8215-e19734b01b2b · outbound

This paper cites Getting to know your neighbors (KYN).

Unified Parameter-Efficient Unlearning for LLMs Getting to know your neighbors (KYN)

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.282727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc9f8369-965f-45b1-a65f-3a45910eea95 · outbound

This paper cites Feature unlearning for pre-trained gans and vaes.

Unified Parameter-Efficient Unlearning for LLMs Feature unlearning for pre-trained gans and vaes

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.264634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b70f1138-bf58-4d61-b275-9cb707803da8 · outbound

This paper cites Hellendoorn, Bogdan Vasilescu, and Brad A.

Unified Parameter-Efficient Unlearning for LLMs Hellendoorn, Bogdan Vasilescu, and Brad A

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.246736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66c30060-502c-422b-9ad4-d23e5270527a · outbound

This paper cites Nesterov.

Unified Parameter-Efficient Unlearning for LLMs Nesterov

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.230471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 20a78351-236d-4d89-b181-18aefe03e9c0 · outbound

This paper cites Numerical optimization.

Unified Parameter-Efficient Unlearning for LLMs Numerical optimization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.859404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3490aa15-d015-4f0e-8982-f19407fcd9bd · outbound

This paper cites an unresolved cited work.

Unified Parameter-Efficient Unlearning for LLMs Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.863974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2baea320-ed96-4927-a538-74fe8b0d3092 · outbound

This paper cites In-Context Unlearning: Language Models as Few Shot Unlearners.

Unified Parameter-Efficient Unlearning for LLMs In-Context Unlearning: Language Models as Few Shot Unlearners

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.868846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6592d793-4fdb-436a-b9ae-7d013fd34abc · outbound

This paper cites Pazzani and Daniel Billsus.

Unified Parameter-Efficient Unlearning for LLMs Pazzani and Daniel Billsus

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.191288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3f3d1cf-4f0c-4384-a9b6-994348e7879b · outbound

This paper cites Pearlmutter.

Unified Parameter-Efficient Unlearning for LLMs Pearlmutter

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.173524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a24ead87-95bb-4e8b-bfb5-eb5afcd067d2 · outbound

This paper cites The Frontier of Data Erasure: Machine Unlearning for Large Language Models.

Unified Parameter-Efficient Unlearning for LLMs The Frontier of Data Erasure: Machine Unlearning for Large Language Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.885017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af6d0a38-dbe0-4632-af65-d466c7a91c20 · outbound

This paper cites Language models are unsupervised multitask learners.

Unified Parameter-Efficient Unlearning for LLMs Language models are unsupervised multitask learners

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.890064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d14afac-ae4b-459c-b99b-c1e3f1728e85 · outbound

This paper cites an unresolved cited work.

Unified Parameter-Efficient Unlearning for LLMs Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:31:02.146634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5298a1b2-01ce-413d-a0f7-0be4efcea6b8 · outbound

This paper cites Remember what you want to forget: Algorithms for machine unlearning.

Unified Parameter-Efficient Unlearning for LLMs Remember what you want to forget: Algorithms for machine unlearning

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.128676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 985c31e5-1819-49d5-8f43-0c18da3b5e42 · outbound

This paper cites Understanding Machine Learning - From Theory to Algorithms.

Unified Parameter-Efficient Unlearning for LLMs Understanding Machine Learning - From Theory to Algorithms

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.904589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe12166b-2bd2-478b-9dfe-d6184086360a · outbound

This paper cites A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications.

Unified Parameter-Efficient Unlearning for LLMs A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.909148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f43dc2-1d4d-433c-b312-39fab015ace9 · outbound

This paper cites Language Representations Can be What Recommenders Need: Findings and Potentials.

Unified Parameter-Efficient Unlearning for LLMs Language Representations Can be What Recommenders Need: Findings and Potentials

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.914907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7b13f1-b77d-40d7-8823-e54a4e6abdc5 · outbound

This paper cites An introduction to the conjugate gradient method without the agonizing pain.

Unified Parameter-Efficient Unlearning for LLMs An introduction to the conjugate gradient method without the agonizing pain

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.920452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024d3d18-87ae-4e48-8e0b-9bc96d6814ea · outbound

This paper cites Graphgpt: Graph instruction tuning for large language models.

Unified Parameter-Efficient Unlearning for LLMs Graphgpt: Graph instruction tuning for large language models

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.079625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a648bc1-d3c1-4816-a4a7-25b3f608b693 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Unified Parameter-Efficient Unlearning for LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.929933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a73a2eb-3c53-4856-886d-7e050efcad8b · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Unified Parameter-Efficient Unlearning for LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.935823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7937c7ed-34bb-42e6-876b-e9de1ff61095 · outbound

This paper cites Statistical learning theory.

Unified Parameter-Efficient Unlearning for LLMs Statistical learning theory

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.061584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8699662c-7eb8-45e0-a8f0-6b472f5958e6 · outbound

This paper cites Towards Efficient and Effective Unlearning of Large Language Models for Recommendation.

Unified Parameter-Efficient Unlearning for LLMs Towards Efficient and Effective Unlearning of Large Language Models for Recommendation

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.945729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a16e6e49-7ff0-46a1-b299-3f883bc2b9e2 · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Unified Parameter-Efficient Unlearning for LLMs Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.950656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f07666-bac9-4142-90f8-23201fb48fdb · outbound

This paper cites Graph convolution machine for context-aware recommender system.

Unified Parameter-Efficient Unlearning for LLMs Graph convolution machine for context-aware recommender system

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.027373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 64701d24-7b7d-4823-9e31-5989681c066f · outbound

This paper cites GIF: A general graph unlearning strategy via influence function.

Unified Parameter-Efficient Unlearning for LLMs GIF: A general graph unlearning strategy via influence function

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:02.007376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb9b9798-e988-4c8f-b6e3-48fdb217e4d5 · outbound

This paper cites On the effectiveness of sampled softmax loss for item recommendation.

Unified Parameter-Efficient Unlearning for LLMs On the effectiveness of sampled softmax loss for item recommendation

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.988854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 462a71dc-c8c3-4865-bef3-70f47339fcf6 · outbound

This paper cites \( \) -dpo: Direct preference optimization with dynamic \( \).

Unified Parameter-Efficient Unlearning for LLMs \( \) -dpo: Direct preference optimization with dynamic \( \)

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.973391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f240397b-aa13-4d13-bf65-065b0bd29ac3 · outbound

This paper cites Evaluating and analyzing relationship hallucinations in large vision-language models.

Unified Parameter-Efficient Unlearning for LLMs Evaluating and analyzing relationship hallucinations in large vision-language models

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.956580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 206ef86b-9e74-40b4-87c2-b1afcac4e381 · outbound

This paper cites Rethinking reinforcement learning for recommendation: A prompt perspective.

Unified Parameter-Efficient Unlearning for LLMs Rethinking reinforcement learning for recommendation: A prompt perspective

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.939336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca850fac-95e4-4d72-87f1-0a05833f1ce9 · outbound

This paper cites LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning.

Unified Parameter-Efficient Unlearning for LLMs LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.985266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925a1598-ee18-4e47-9e4f-f505f632f187 · outbound

This paper cites Hendler, Marzyeh Ghassemi, Anind K.

Unified Parameter-Efficient Unlearning for LLMs Hendler, Marzyeh Ghassemi, Anind K

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.921567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 82093e8b-6ec7-4572-93de-3c2ea04619e3 · outbound

This paper cites Rehg, and Aidong Zhang.

Unified Parameter-Efficient Unlearning for LLMs Rehg, and Aidong Zhang

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-12T05:31:00.995189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a4eee4f-61d2-4a73-a76e-002696f9e8f3 · outbound

This paper cites Unlearning bias in language models by partitioning gradients.

Unified Parameter-Efficient Unlearning for LLMs Unlearning bias in language models by partitioning gradients

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.903000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8f239d14-e356-4663-8baf-53e4c5939bd1 · outbound

This paper cites Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models.

Unified Parameter-Efficient Unlearning for LLMs Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.885631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 306d8573-ba04-4ddf-ad07-94774b444aa8 · outbound

This paper cites When scaling meets LLM finetuning: The effect of data, model and finetuning method.

Unified Parameter-Efficient Unlearning for LLMs When scaling meets LLM finetuning: The effect of data, model and finetuning method

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.868292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ceac35d2-4486-4748-b529-dcbab68f3ede · outbound

This paper cites Adaptive budget allocation for parameter-efficient fine-tuning.

Unified Parameter-Efficient Unlearning for LLMs Adaptive budget allocation for parameter-efficient fine-tuning

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.850177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e010cdec-a85e-42d2-9b65-6a771edf5d56 · outbound

This paper cites Personalized lora for human-centered text understanding.

Unified Parameter-Efficient Unlearning for LLMs Personalized lora for human-centered text understanding

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.833340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ce5d0597-6ed1-455f-8b4c-90b0aa5a22e2 · outbound

This paper cites Adam can converge without any modification on update rules.

Unified Parameter-Efficient Unlearning for LLMs Adam can converge without any modification on update rules

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.816504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 662adcaa-5dbb-4aa4-86f8-d3e255870982 · outbound

This paper cites Let me do it for you: Towards LLM empowered recommendation via tool learning.

Unified Parameter-Efficient Unlearning for LLMs Let me do it for you: Towards LLM empowered recommendation via tool learning

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:31:01.798057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Reference resolution

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