Paper Citation Record · LEDGER

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2603.00573.

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

pith.paper-citation-record.v1
2603.00573 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:55:06.879029Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T21:34:44.701020Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8782ea1-332b-47aa-8de3-aa6098c93a2c · outbound

This paper cites GPT-4 Technical Report.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.057370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf38c50-94e9-4d2b-b82e-e35a99173249 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.126176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3cc79c8-cb55-4be8-960f-94e5e716ee83 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.252879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b87383e-53a7-4429-8631-61d1c0fbcfbf · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.339226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee94f908-14cb-4360-89ed-548310417cd6 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.465009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a039aaa7-28ba-4fc0-b787-a7c4fcacd68b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.589430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076e1bad-6acf-4b81-b1b4-dfcde557d036 · outbound

This paper cites LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.641686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80d4de0-900f-4227-ab29-feaffb7d9317 · outbound

This paper cites Higher Layers Need More LoRA Experts.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Higher Layers Need More LoRA Experts

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.756275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a07b45e3-cf80-4df8-8d8c-4ab98b08481c · outbound

This paper cites The Llama 3 Herd of Models.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:05.909319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 573a5c76-58f1-4e07-9a12-8afd6c39dfa0 · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.061113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b0516e-689b-4ecf-a092-a4e049119794 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.223400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f8774e-ce2a-4dd5-aebf-4114f64a9ffb · outbound

This paper cites Houlsby, A.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Houlsby, A

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.273129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05cd9b6a-cda7-40f5-a29b-72e179dc926d · outbound

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

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.382328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 577a8ba4-93a2-48c8-af13-b2f477d4e26a · outbound

This paper cites LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.534821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b644789c-a261-4000-a2e6-64a74d53ab94 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.560268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777d3904-db0d-4a03-a8f8-d4ca1b0e0bb9 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.627321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ad279b-4694-486b-9cf8-cfe60cfe620a · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.662422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec339317-7ab7-422d-9b93-165a5a389485 · outbound

This paper cites TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.718110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d2d0f2-af7d-411d-bbe1-114093ec684a · outbound

This paper cites Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.755905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14851ee0-4189-46f9-885c-715ff9f9a035 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.795436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa14951d-eed7-4c3f-b580-faa416d73f57 · outbound

This paper cites AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.802838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e80be4-b240-443c-8fe1-3251e5c44b3f · outbound

This paper cites MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.807238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0fe0136-8039-47e9-aa5f-d897dec7e09e · outbound

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

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging DenseLoRA: Dense Low-Rank Adaptation of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.811327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0004893e-f39d-48d5-8a1e-593809a6a2e4 · outbound

This paper cites Soft Merging of Experts with Adaptive Routing.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Soft Merging of Experts with Adaptive Routing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.815568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8e0a35-a3b0-4a2d-aa86-b9f3aa9c39cc · outbound

This paper cites Accurate and efficient low-rank model merging in core space.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Accurate and efficient low-rank model merging in core space

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.819997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64212d36-aece-4495-87f8-27fee01f3eff · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Are NLP Models really able to Solve Simple Math Word Problems?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.824121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af91ea5d-8326-4ea5-a807-9ec87487b17d · outbound

This paper cites Solving General Arithmetic Word Problems.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Solving General Arithmetic Word Problems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.828923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2305a981-b27a-4183-8e5b-ba2251c98edd · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.833023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc7a3b5-9cc6-42ff-a02b-f2737f39a2f9 · outbound

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

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.837098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d0244e-5ad2-4417-be5e-33a8b04ba2db · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-02T19:58:26.512430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9fa49b9-23b5-4019-a803-4b8a9efe6608 · outbound

This paper cites an unresolved cited work.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.846201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6f95ba-69e1-47e0-bb8b-626c70c2b2a8 · outbound

This paper cites Mixture of LoRA Experts.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Mixture of LoRA Experts

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.850356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49adcdd3-0f6b-4f98-8355-6abb8c184967 · outbound

This paper cites Qwen3 Technical Report.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Qwen3 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.855130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b74f0d-11a8-41c8-b54a-5c498aa59604 · outbound

This paper cites Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.859701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 063e802f-4606-4611-9e9b-492613ab5831 · outbound

This paper cites SiRA: Sparse Mixture of Low Rank Adaptation.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging SiRA: Sparse Mixture of Low Rank Adaptation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.864884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63a3d0c-ba9a-4dd7-ac75-1ea15380c8cd · outbound

This paper cites Flylora: Boosting task decoupling and parameter efficiency via implicit rank-wise mixture-of-experts.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Flylora: Boosting task decoupling and parameter efficiency via implicit rank-wise mixture-of-experts

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.869615Z

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Unavailable: canonical work link unavailable.

Observation 1b0909cf-d89e-4014-a314-544b5ed40e5e · outbound

This paper cites online" 'onlinestring :=.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.874084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358673c6-5e8f-423c-86de-4886757ac12e · outbound

This paper cites write newline.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T19:55:06.879029Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation fa5f1677-87a1-4547-a270-fcd6a5b4c311 · inbound

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory cites this paper.

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T21:34:44.701020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.