Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:01:09.838654Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2502.05539.
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 2026-08-08T19:01:09.838654Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6cf199fc-bfa4-4a7d-b192-33919908a4f3 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 1
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 b8241969-180d-4acb-8b20-a9d731c5bcec · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c51ab3ba-22b9-40ff-aaed-a6071cc763e8 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e89cd07-a658-4f53-8ae9-fee277adcbf4 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82d553a7-e07b-4b6a-a5f0-4207d4291bbf · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Training Verifiers to Solve Math Word Problems
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87c94ddb-c50e-46f7-a7da-50e6240a48f7 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 6
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 b6f0a2ef-2891-483c-8653-7110ecacb8e6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation 8-bit Optimizers via Block-wise Quantization
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8ca4d56-8775-4903-99b6-541f389e5e85 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54dba8ac-76f7-4cc3-b7a8-00240a14a534 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a90f8e08-8abf-4378-a206-669c72f7f6f4 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ead58197-a895-4c9e-be1b-1c8647559278 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 11
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 9552025f-561f-4ad3-bfa0-0cff81cb0210 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Towards a Unified View of Parameter-Efficient Transfer Learning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad22ddb-be98-440c-85d7-b776389a3341 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e10f1870-6ce6-4b9e-b5fb-dd23b4861cc0 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f771f638-ca3d-469a-bb20-edcb51a4a8d1 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aed628c4-3c24-4b45-97ba-472180e30b0d · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 16
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 059d4fc8-321e-480a-b3f2-1ea11ba969c7 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
Reference 17
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 8e97d019-d7df-49fd-8258-f967d2286fe2 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 18
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 25d022f1-129a-434c-96d1-0b93e262f447 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation A Novel Evaluation Framework for Image2Text Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ffe6b28-ae50-441f-a0fa-078e19628aae · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 20
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 5488f6db-75cf-4be3-bf49-4d593be20500 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation VeRA: Vector-based Random Matrix Adaptation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a25a8ce7-2ae5-4cfe-965f-d1a5b469b5d6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eec2cdc2-7dc5-4851-9bae-96c17eff271a · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 23
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 7b877f1f-32de-417f-94ea-0d4ac27697f6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0235d8a0-6a83-4bc6-bb64-384e2f19f0db · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 25
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 817370ef-ce65-41de-8924-2f94a725eaf5 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Parameter-Efficient Fine-Tuning without Introducing New Latency
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e6a9969-9566-4a07-a4f8-38b9263c75ff · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 27
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 e7a42018-dfd8-4b7a-a661-f84091c8d6ad · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f7fc493-cc0a-4492-a23f-3e370d2bd7b3 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 29
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 f4d8080f-1386-451f-90dd-96df4acf9a88 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b9dbaf2-a9a8-451a-a436-7a94c8441b16 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fc7130e-fc89-43ab-b3c2-c7cf41de90f9 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 32
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 b72120b2-ea0b-4903-8c82-eff24e6502fb · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d664c711-b4ea-4370-91c9-330874cbc2bd · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 34
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 dfbf8a3f-3a8c-4634-be24-859b11320d96 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation The E2E Dataset: New Challenges For End-to-End Generation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a27a0f1c-de40-4b73-b47a-55f0c67798a9 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 36
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 dc7c4c00-b67b-4174-9e25-9efd40c6c00b · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AdapterFusion: Non-Destructive Task Composition for Transfer Learning
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d1e13d4-294d-4398-974c-e77ee6836ae6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 38
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 4699b9d8-212d-4df2-85f3-8d740911dba1 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 800afa60-0198-4541-b147-6c76ee8822f7 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 40
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 5b0a7c78-89d9-486f-b99e-6c91f68b3705 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87ced7a3-83d8-4cba-91e6-6ff2be464483 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AdapterDrop: On the Efficiency of Adapters in Transformers
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34228cbf-04b3-4f0f-9468-5f6a09eb0352 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2c37d32-5b7f-49f0-b90b-5fd260c31773 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
Reference 44
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 8bf23e2e-10c4-4a4f-a528-1e71f5b68930 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 45
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 8717053d-1fca-40a2-ae6f-b431b28fe5b6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 46
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 3d633102-5be3-45e7-aa56-ef4493af14fe · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 47
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 48201ed0-cf88-4eb3-95a9-f65e6d53e316 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AltGen: AI-Driven Alt Text Generation for Enhancing EPUB Accessibility
Reference 48
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 2687ff67-daf5-43eb-8b5a-867d96af0ce7 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 49
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 71c8a76f-9f20-4003-979b-ec1e1cea1c8d · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Robustness of Large Language Models Against Adversarial Attacks
Reference 50
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 cd85a13e-1f37-4e8c-b06f-2115332fcb71 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec6b91a-7ec2-4d88-b59f-d15e6fbd0ff8 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation LLaMA: Open and Efficient Foundation Language Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91c7482b-8227-4c21-bef3-4c2dac2ee005 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 747d41a1-627d-4971-8c11-cf83851664e6 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Emergent Abilities of Large Language Models
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7cfbe13-d1e4-459a-927d-84d20db46961 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4244b26b-3a55-49d0-bd1a-f644bb012ac0 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 56
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 ca84ef24-e21b-4450-a621-4a06b39a9a67 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1722a1f6-ec71-4330-b214-65359d8b4911 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Unresolved cited work
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6582c5d-491b-48e1-9843-10d0b1352c07 · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation online" 'onlinestring :=
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e7229a0-e0c5-4bc0-8af6-02357fda290c · outbound
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation write newline
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.