HRP: High-Rank Preheating for Superior LoRA Initialization | Paper Citation Record

Observation d78085e1-0f15-4c17-a251-65b1de83c4ea · outbound

This paper cites GPT-4 Technical Report.

HRP: High-Rank Preheating for Superior LoRA Initialization GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.935617Z

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Observation 003ee60f-5673-4d56-a477-a643e2fd7e61 · outbound

This paper cites LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters.

HRP: High-Rank Preheating for Superior LoRA Initialization LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.942047Z

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Observation 9ca2d721-629a-4124-bc2b-51d635eccc00 · outbound

This paper cites LoRA Learns Less and Forgets Less.

HRP: High-Rank Preheating for Superior LoRA Initialization LoRA Learns Less and Forgets Less

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.948149Z

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Observation 2eef8ede-ca9c-493b-a11b-54fb3d867758 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

HRP: High-Rank Preheating for Superior LoRA Initialization On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.953937Z

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Observation 7ed829f0-8d4c-475d-8d88-f8bd760f3237 · outbound

This paper cites OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models.

HRP: High-Rank Preheating for Superior LoRA Initialization OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.959188Z

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Observation e3a2e738-3acc-45df-9555-dcd3f241ef68 · outbound

This paper cites Nonconvex optimization meets low-rank matrix factorization: An overview.

HRP: High-Rank Preheating for Superior LoRA Initialization Nonconvex optimization meets low-rank matrix factorization: An overview

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.966211Z

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Observation 4f377922-c9ea-4771-b9cf-7c787e9f960d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

HRP: High-Rank Preheating for Superior LoRA Initialization Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.974232Z

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Observation 04a07925-a921-4de9-acd4-727ca4ebc31a · outbound

This paper cites Metainit: Initializing learning by learning to initialize.

HRP: High-Rank Preheating for Superior LoRA Initialization Metainit: Initializing learning by learning to initialize

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.910666Z

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 1b9af9ac-46c9-4b81-812f-0fd32e2c7673 · outbound

This paper cites The approximation of one matrix by another of lower rank.

HRP: High-Rank Preheating for Superior LoRA Initialization The approximation of one matrix by another of lower rank

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:09.987470Z

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Observation 55270172-619f-4622-b037-69b06f973298 · outbound

This paper cites Low rank adaptation for stable domain adaptation of vision transformers.

HRP: High-Rank Preheating for Superior LoRA Initialization Low rank adaptation for stable domain adaptation of vision transformers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.878544Z

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 363998b1-fdef-4514-9024-7338286c035d · outbound

This paper cites A Theoretical Survey on Foundation Models.

HRP: High-Rank Preheating for Superior LoRA Initialization A Theoretical Survey on Foundation Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:51:11.394978Z

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 1f9eb1e0-4068-4d7e-8482-aca49966c0d8 · outbound

This paper cites Towards Theoretical Understandings of Self-Consuming Generative Models.

HRP: High-Rank Preheating for Superior LoRA Initialization Towards Theoretical Understandings of Self-Consuming Generative Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:51:11.367432Z

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 06292aff-f686-4025-9956-db01956e5d61 · outbound

This paper cites Understanding the difficulty of training deep feedfor- ward neural networks.

HRP: High-Rank Preheating for Superior LoRA Initialization Understanding the difficulty of training deep feedfor- ward neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.026624Z

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Observation 50844b88-a383-412c-8985-949153816344 · outbound

This paper cites The Llama 3 Herd of Models.

HRP: High-Rank Preheating for Superior LoRA Initialization The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.039299Z

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Observation 8df582e0-ed47-4ba1-9433-599bbb0e72c0 · outbound

This paper cites The Impact of Initialization on LoRA Finetuning Dynamics.

HRP: High-Rank Preheating for Superior LoRA Initialization The Impact of Initialization on LoRA Finetuning Dynamics

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.047333Z

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Observation 134b7460-80df-43db-9627-e5bb8e90c354 · outbound

This paper cites LoRA+: Efficient Low Rank Adaptation of Large Models.

HRP: High-Rank Preheating for Superior LoRA Initialization LoRA+: Efficient Low Rank Adaptation of Large Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.059236Z

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Observation 851492bc-9bc1-415e-ac5d-8847100c14a0 · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification.

HRP: High-Rank Preheating for Superior LoRA Initialization Delving deep into rectifiers: Surpassing human-level performance on imagenet classification

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.066550Z

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Observation c2c1008d-715d-4844-a503-398cc5e761c5 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

HRP: High-Rank Preheating for Superior LoRA Initialization Measuring Mathematical Problem Solving With the MATH Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.073244Z

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Observation d2c02794-18ff-43d1-8609-03e38786fd08 · outbound

This paper cites The gronwall inequality.

HRP: High-Rank Preheating for Superior LoRA Initialization The gronwall inequality

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.839190Z

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 391a5a18-0db7-4416-9f98-f9391fb8e0c5 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

HRP: High-Rank Preheating for Superior LoRA Initialization LoRA: Low-Rank Adaptation of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.089374Z

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Observation a41f7d7b-7040-44d1-9484-7601dfe22f2f · outbound

This paper cites Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.097799Z

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Observation fc812965-49fe-42ae-88c5-fb51f43a0586 · outbound

This paper cites A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA.

HRP: High-Rank Preheating for Superior LoRA Initialization A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.106714Z

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Observation 5e036f4b-1cc4-42b9-a915-efbefba94605 · outbound

This paper cites VeRA: Vector-based Random Matrix Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization VeRA: Vector-based Random Matrix Adaptation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.127136Z

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Observation 07bebc56-6a0d-4ce1-a516-e22093423f1c · outbound

This paper cites Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution.

HRP: High-Rank Preheating for Superior LoRA Initialization Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.133982Z

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Observation 9e07cd81-3687-4bd8-8c4b-746f0309813f · outbound

This paper cites On the Crucial Role of Initialization for Matrix Factorization.

HRP: High-Rank Preheating for Superior LoRA Initialization On the Crucial Role of Initialization for Matrix Factorization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.141504Z

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Observation 3e5d7fcc-a844-421e-bda2-36a11b4a59ce · outbound

This paper cites Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning.

HRP: High-Rank Preheating for Superior LoRA Initialization Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.151103Z

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Observation 2d9558d8-70f7-4622-88cb-96ab2b9e6fbe · outbound

This paper cites DoRA: Weight-Decomposed Low-Rank Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization DoRA: Weight-Decomposed Low-Rank Adaptation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.158578Z

Source-reported events for the cited work

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Observation c8bf0e7c-cf1b-46ba-a3b8-fb4cb8f702ab · outbound

This paper cites Decoupled weight decay regularization, 2019.

HRP: High-Rank Preheating for Superior LoRA Initialization Decoupled weight decay regularization, 2019

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.169443Z

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Observation 89aabb06-e1ac-4319-82fa-7989181a9b0c · outbound

This paper cites Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.182586Z

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Observation 9a49474e-1d39-4312-be70-7f9993f53e3c · outbound

This paper cites A survey on lora of large language models.

HRP: High-Rank Preheating for Superior LoRA Initialization A survey on lora of large language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.799786Z

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 21fb92ca-c8e9-4d03-b369-e30ca3d555af · outbound

This paper cites PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models.

HRP: High-Rank Preheating for Superior LoRA Initialization PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.201271Z

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Observation 06b7100f-60e7-4fc7-bd24-eb7bc1d4548f · outbound

This paper cites On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks.

HRP: High-Rank Preheating for Superior LoRA Initialization On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.780155Z

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 f88975d3-78c1-46a6-8658-9253fa0d5b5a · outbound

This paper cites All you need is a good init.

HRP: High-Rank Preheating for Superior LoRA Initialization All you need is a good init

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.218992Z

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Observation c2d13bcb-0cae-4416-8e14-eaf8f0a48f83 · outbound

This paper cites Global convergence and stability of stochastic gradient descent.

HRP: High-Rank Preheating for Superior LoRA Initialization Global convergence and stability of stochastic gradient descent

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.764250Z

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 53eb7a48-0809-41aa-9a9d-3f48faabb5b5 · outbound

This paper cites Initialization using update approximation is a silver bullet for extremely efficient low-rank fine-tuning.

HRP: High-Rank Preheating for Superior LoRA Initialization Initialization using update approximation is a silver bullet for extremely efficient low-rank fine-tuning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.237689Z

Source-reported events for the cited work

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Observation 73072fbe-8237-491c-8429-5c6a14701dcd · outbound

This paper cites an unresolved cited work.

HRP: High-Rank Preheating for Superior LoRA Initialization Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.244933Z

Source-reported events for the cited work

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Observation 1cd322c7-f24f-4f1e-82c3-9220f1f8caaf · outbound

This paper cites Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying.

HRP: High-Rank Preheating for Superior LoRA Initialization Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.259651Z

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Observation e6857a70-32f6-4768-9ff3-482cbf80d310 · outbound

This paper cites Exact solutions to the nonlinear dynamics of learning in deep linear neural networks.

HRP: High-Rank Preheating for Superior LoRA Initialization Exact solutions to the nonlinear dynamics of learning in deep linear neural networks

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.272377Z

Source-reported events for the cited work

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Observation e0bfd0a2-3432-46db-bbdb-d24c886570ae · outbound

This paper cites ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:51:10.783356Z

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 47cfa5de-1d89-48ba-8830-5eb1b12a2bc6 · outbound

This paper cites Understanding the dynamics of gradient flow in overparameterized linear models.

HRP: High-Rank Preheating for Superior LoRA Initialization Understanding the dynamics of gradient flow in overparameterized linear models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.738000Z

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 aece3599-8be2-48a2-8c8c-d90ce4ea84ac · outbound

This paper cites Gemma, 2024.

HRP: High-Rank Preheating for Superior LoRA Initialization Gemma, 2024

Reference 41

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:51:10.298966Z

Source-reported events for the cited work

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Observation 46e47c93-22b0-4933-8e0e-03718129a6d2 · outbound

This paper cites Qwen3, April 2025.

HRP: High-Rank Preheating for Superior LoRA Initialization Qwen3, April 2025

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.706555Z

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 605b1842-b3cd-438b-b301-2aeb51d8ab32 · outbound

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

HRP: High-Rank Preheating for Superior LoRA Initialization Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.314277Z

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Observation 910fe790-be67-4c51-a11d-2a325a3eaa25 · outbound

This paper cites RSVDPACK: An implementation of randomized algorithms for computing the singular value, interpolative, and CUR decompositions of matrices on multi-core and GPU architectures.

HRP: High-Rank Preheating for Superior LoRA Initialization RSVDPACK: An implementation of randomized algorithms for computing the singular value, interpolative, and CUR decompositions of matrices on multi-core and GPU architectures

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:51:10.737815Z

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 69f927ee-778f-4ee1-8fb2-f988c66b1cb6 · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

HRP: High-Rank Preheating for Superior LoRA Initialization GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.336035Z

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Observation 70d69d17-4c1b-4d6f-bd02-2a9155093fbb · outbound

This paper cites Pufferfish: Communication- efficient models at no extra cost.

HRP: High-Rank Preheating for Superior LoRA Initialization Pufferfish: Communication- efficient models at no extra cost

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.689185Z

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 92cd651b-c34c-4aeb-946f-19324625ff71 · outbound

This paper cites Cuttlefish: Low-rank model training without all the tuning.

HRP: High-Rank Preheating for Superior LoRA Initialization Cuttlefish: Low-rank model training without all the tuning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.670340Z

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 16c7bea6-2db8-42e7-8c08-7b110304cfd2 · outbound

This paper cites LoRA-GA: Low-Rank Adaptation with Gradient Approximation.

HRP: High-Rank Preheating for Superior LoRA Initialization LoRA-GA: Low-Rank Adaptation with Gradient Approximation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.356322Z

Source-reported events for the cited work

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Observation 6ba59ee3-fbbb-4d8e-9613-eca5e0f47e52 · outbound

This paper cites Implicit Regularization Makes Overparameterized Asymmetric Matrix Sensing Robust to Perturbations.

HRP: High-Rank Preheating for Superior LoRA Initialization Implicit Regularization Makes Overparameterized Asymmetric Matrix Sensing Robust to Perturbations

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:51:10.670710Z

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 4d2440e1-5467-40fe-a287-2a3902ad38b2 · outbound

This paper cites Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning.

HRP: High-Rank Preheating for Superior LoRA Initialization Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.367578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22cd51e-d268-492c-94dd-c342b7f3b830 · outbound

This paper cites Towards theoretically inspired neural initialization optimization.

HRP: High-Rank Preheating for Superior LoRA Initialization Towards theoretically inspired neural initialization optimization

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.654365Z

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 4b5debd4-1245-4c42-9332-da9fb09804c8 · outbound

This paper cites Global convergence of gradient descent for asymmetric low-rank matrix factorization.

HRP: High-Rank Preheating for Superior LoRA Initialization Global convergence of gradient descent for asymmetric low-rank matrix factorization

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.636740Z

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 78c3e74a-8cac-4703-a39b-3ee0c80e60a6 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

HRP: High-Rank Preheating for Superior LoRA Initialization MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.387445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc18705-64e5-405e-b2f4-86c2f65579a2 · outbound

This paper cites The Expressive Power of Low-Rank Adaptation.

HRP: High-Rank Preheating for Superior LoRA Initialization The Expressive Power of Low-Rank Adaptation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.397272Z

Source-reported events for the cited work

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Observation 5757111b-d92f-4edb-bf8e-3df4cc52fd73 · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

HRP: High-Rank Preheating for Superior LoRA Initialization AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.406460Z

Source-reported events for the cited work

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Observation 41f64ce0-11a0-45e9-8d5a-32f7248d4bc7 · outbound

This paper cites Gradinit: Learning to initialize neural networks for stable and efficient training.

HRP: High-Rank Preheating for Superior LoRA Initialization Gradinit: Learning to initialize neural networks for stable and efficient training

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.413134Z

Source-reported events for the cited work

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Observation b2e6ad81-fa2c-45ab-a33c-de9b21d48279 · outbound

This paper cites Asymmetry in Low-Rank Adapters of Foundation Models.

HRP: High-Rank Preheating for Superior LoRA Initialization Asymmetry in Low-Rank Adapters of Foundation Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T11:51:10.421410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e53aac3-b5e1-4557-b4bc-ae6ee6a44433 · outbound

This paper cites an unresolved cited work.

HRP: High-Rank Preheating for Superior LoRA Initialization Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:51:11.603534Z

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 131178c3-9cca-4d28-836a-90e9ce0af0e3 · outbound

This paper cites an unresolved cited work.

HRP: High-Rank Preheating for Superior LoRA Initialization Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:51:11.584401Z

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 262c365c-d727-4536-b9ea-61b17775ad5c · outbound

This paper cites an unresolved cited work.

HRP: High-Rank Preheating for Superior LoRA Initialization Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:51:11.565162Z

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 55955c17-825e-4802-9410-c4b1071fafd8 · outbound

This paper cites an unresolved cited work.

HRP: High-Rank Preheating for Superior LoRA Initialization Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:51:11.546646Z

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 f485d9bc-e6d3-4c50-b59a-beb6fc29c47c · outbound

This paper cites tilde” variables as those from Asymmetric LoRA, while the without “tilde.

HRP: High-Rank Preheating for Superior LoRA Initialization tilde” variables as those from Asymmetric LoRA, while the without “tilde

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:51:11.529347Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers