Paper Citation Record · LEDGER

Two Is Better Than One: Rotations Scale LoRAs

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.23184.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.23184 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:57:45.947078Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact2
verified fuzzy27
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f5242e0-8525-4d02-9bee-003d0e1096c0 · outbound

This paper cites Mtlora: Low-rank adaptation approach for efficient multi-task learning.

Two Is Better Than One: Rotations Scale LoRAs Mtlora: Low-rank adaptation approach for efficient multi-task learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:50.046644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b0e4fe8f-b686-44b1-9a60-d11e1dd4e932 · outbound

This paper cites Y ., Rajbhandari, S., Awan, A.

Two Is Better Than One: Rotations Scale LoRAs Y ., Rajbhandari, S., Awan, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.911370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3bce16ba-69e8-4261-9dad-a73bdd698bc9 · outbound

This paper cites and Purwar, A.

Two Is Better Than One: Rotations Scale LoRAs and Purwar, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.791437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab2bb8c7-c30b-4fdc-8067-65fc301c5570 · outbound

This paper cites an unresolved cited work.

Two Is Better Than One: Rotations Scale LoRAs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:57:49.669136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbda01bd-2e32-45f9-8ae7-2e79750ab8a1 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.

Two Is Better Than One: Rotations Scale LoRAs Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:43.369820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ede664-3d23-40b2-bde1-37607cdf18e7 · outbound

This paper cites Omoe: Diversifying mixture of low-rank adaptation by orthogonal finetuning.

Two Is Better Than One: Rotations Scale LoRAs Omoe: Diversifying mixture of low-rank adaptation by orthogonal finetuning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.534583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27e4e947-f06f-4bc5-88f3-b5a58ac468e8 · outbound

This paper cites Nexus: Specialization meets adaptability for efficiently training mixture of experts.CoRR, 2024.

Two Is Better Than One: Rotations Scale LoRAs Nexus: Specialization meets adaptability for efficiently training mixture of experts.CoRR, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.375792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a83b509c-5383-4d43-9de2-dcdba16dc4e3 · outbound

This paper cites Fusemoe: Mixture-of- experts transformers for fleximodal fusion.

Two Is Better Than One: Rotations Scale LoRAs Fusemoe: Mixture-of- experts transformers for fleximodal fusion

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.213314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d73357d5-c507-4370-9956-4e1199b6fa67 · outbound

This paper cites FastMoE: A Fast Mixture-of-Expert Training System.

Two Is Better Than One: Rotations Scale LoRAs FastMoE: A Fast Mixture-of-Expert Training System

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:43.646076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6157710b-b361-42d8-9430-e728915f3bd3 · outbound

This paper cites Mea- suring massive multitask language understanding.Proceedings of the International Conference on Learning Representations (ICLR), 2021.

Two Is Better Than One: Rotations Scale LoRAs Mea- suring massive multitask language understanding.Proceedings of the International Conference on Learning Representations (ICLR), 2021

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.105091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e449674-1be6-4aa2-80d7-ca4fa73be9dc · outbound

This paper cites J., yelong shen, Wallis, P., Allen-Zhu, Z., Li, Y ., Wang, S., Wang, L., and Chen, W.

Two Is Better Than One: Rotations Scale LoRAs J., yelong shen, Wallis, P., Allen-Zhu, Z., Li, Y ., Wang, S., Wang, L., and Chen, W

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:49.001577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64f9c5e8-638c-4350-a7a0-7e76bc439d11 · outbound

This paper cites Y ., Pang, T., Du, C., and Lin, M.

Two Is Better Than One: Rotations Scale LoRAs Y ., Pang, T., Du, C., and Lin, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.929384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c6a6e60-a79c-49ba-8873-5c128db84779 · outbound

This paper cites Tutel: Adaptive mixture-of-experts at scale.Proceedings of Machine Learning and Systems, 2023.

Two Is Better Than One: Rotations Scale LoRAs Tutel: Adaptive mixture-of-experts at scale.Proceedings of Machine Learning and Systems, 2023

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.833983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 73f38ddf-3fd2-4b39-8110-7bb6d2320951 · outbound

This paper cites Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference.

Two Is Better Than One: Rotations Scale LoRAs Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.745030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6fac78a-7fbc-45f4-aa46-959972156fe4 · outbound

This paper cites T., Wortsman, M., Schmidt, L., Hajishirzi, H., and Farhadi, A.

Two Is Better Than One: Rotations Scale LoRAs T., Wortsman, M., Schmidt, L., Hajishirzi, H., and Farhadi, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.655572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 34e4f87e-a4fc-4bbc-a9d8-3a8e2fa0261d · outbound

This paper cites A., Jordan, M.

Two Is Better Than One: Rotations Scale LoRAs A., Jordan, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.529157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4aa83d5-a674-4673-b54c-83e74a9165cb · outbound

This paper cites Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning.

Two Is Better Than One: Rotations Scale LoRAs Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:57:46.288101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3dae8de6-1f28-4de9-a324-12c519dbee6e · outbound

This paper cites Let's Verify Step by Step.

Two Is Better Than One: Rotations Scale LoRAs Let's Verify Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:44.413658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d3bbab-7fdc-4c27-9323-3fcbadc74164 · outbound

This paper cites Scaling laws for fine-grained mixture of experts.

Two Is Better Than One: Rotations Scale LoRAs Scaling laws for fine-grained mixture of experts

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.424741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e761741-bde6-40aa-af31-b6352cb97fd6 · outbound

This paper cites Lsh-moe: Communication-efficient moe training via locality-sensitive hashing.

Two Is Better Than One: Rotations Scale LoRAs Lsh-moe: Communication-efficient moe training via locality-sensitive hashing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.333520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 233a31a1-4480-4bda-a53f-c00dc3a19a98 · outbound

This paper cites MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts.

Two Is Better Than One: Rotations Scale LoRAs MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:57:46.113334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26fa7e4c-f9f8-44be-927b-279c6a950bc7 · outbound

This paper cites M., Charlin, L., Roux, N.

Two Is Better Than One: Rotations Scale LoRAs M., Charlin, L., Roux, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.219349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48d4ec13-ddef-4731-b6b3-d88da04dc806 · outbound

This paper cites L., Stickland, A.

Two Is Better Than One: Rotations Scale LoRAs L., Stickland, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:48.081475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b93581c7-55a6-4dc5-8e59-225ba4a06991 · outbound

This paper cites V ., Hinton, G.

Two Is Better Than One: Rotations Scale LoRAs V ., Hinton, G

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.958701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9d546a67-8f4b-421b-a283-28efc775baf7 · outbound

This paper cites D., Ng, A., and Potts, C.

Two Is Better Than One: Rotations Scale LoRAs D., Ng, A., and Potts, C

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.850626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f639c738-0256-4aa2-9b98-bf9a7a1ee11e · outbound

This paper cites HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning.

Two Is Better Than One: Rotations Scale LoRAs HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:45.092521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2a7d78-8585-46d1-9aab-1beeb9706e13 · outbound

This paper cites W., Lester, B., Du, N., Dai, A.

Two Is Better Than One: Rotations Scale LoRAs W., Lester, B., Du, N., Dai, A

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.715037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec4a9f9c-2e62-4b71-ab20-f01ce930eac1 · outbound

This paper cites Mixture of lora experts.

Two Is Better Than One: Rotations Scale LoRAs Mixture of lora experts

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.523500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e8c8da4-d4a3-469a-9906-abaa31866f4c · outbound

This paper cites Flex-moe: Modeling arbitrary modality combination via the flexible mixture- of-experts.

Two Is Better Than One: Rotations Scale LoRAs Flex-moe: Modeling arbitrary modality combination via the flexible mixture- of-experts

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.373184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8218391b-afa5-4903-ad6b-e2d755cb4253 · outbound

This paper cites Composing parameter-efficient modules with arithmetic operations.ArXiv, 2023.

Two Is Better Than One: Rotations Scale LoRAs Composing parameter-efficient modules with arithmetic operations.ArXiv, 2023

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.207739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d316ded-90cd-4eff-a2cc-85924f1a87af · outbound

This paper cites Galore: Memory- efficient LLM training by gradient low-rank projection.

Two Is Better Than One: Rotations Scale LoRAs Galore: Memory- efficient LLM training by gradient low-rank projection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:47.081249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f880cf2c-6ca3-442c-bc0d-bf4dc658a50d · outbound

This paper cites Multi-lora composition for image generation.CoRR, 2024.

Two Is Better Than One: Rotations Scale LoRAs Multi-lora composition for image generation.CoRR, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:46.940711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c65d860-d560-4b18-94a1-3dc890889133 · outbound

This paper cites M., Le, Q.

Two Is Better Than One: Rotations Scale LoRAs M., Le, Q

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:46.788123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c71a3b6-5022-43ea-9ac1-56ccf445c774 · outbound

This paper cites Y ., Dai, A.

Two Is Better Than One: Rotations Scale LoRAs Y ., Dai, A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:57:46.650686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 751a8e62-8bf9-4a8d-a604-50636480a060 · outbound

This paper cites Uni-perceiver-moe: Learning sparse generalist models with conditional moes.

Two Is Better Than One: Rotations Scale LoRAs Uni-perceiver-moe: Learning sparse generalist models with conditional moes

Reference 35

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:57:46.475726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.