Paper Citation Record · LEDGER

MultiPruner: Balanced Structure Removal in Foundation Models

As of 12 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2501.09949.

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

pith.paper-citation-record.v1
2501.09949 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:36:11.932839Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T17:02:30.894934Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy1
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e8432c7d-0377-4bdf-a62c-8c24674536a0 · outbound

This paper cites online" 'onlinestring :=.

MultiPruner: Balanced Structure Removal in Foundation Models online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.698081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e350c97-81d1-4169-90c9-bb9e37460013 · outbound

This paper cites write newline.

MultiPruner: Balanced Structure Removal in Foundation Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.706646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e55db78-ff4b-4a12-a7ae-a16e471a665a · outbound

This paper cites GPT-4 Technical Report.

MultiPruner: Balanced Structure Removal in Foundation Models GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.714254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a02a1af-d019-483b-9181-25749f518fba · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

MultiPruner: Balanced Structure Removal in Foundation Models GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.723332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 399f548d-1d3c-40e8-b4dd-c7e7672fbdc1 · outbound

This paper cites Croci, Marcelo Gennari do Nascimento, Torsten Hoefler, and James Hensman.

MultiPruner: Balanced Structure Removal in Foundation Models Croci, Marcelo Gennari do Nascimento, Torsten Hoefler, and James Hensman

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.730383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acba9960-11c2-441a-985a-6b4b473d077a · outbound

This paper cites Qwen Technical Report.

MultiPruner: Balanced Structure Removal in Foundation Models Qwen Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.738120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b161b255-d1e8-4270-b847-928e9d324f0f · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.746346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 632b83ed-f213-4360-9bf2-6921ad65ab71 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:36:12.536146Z

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 bf2485d9-1116-42e9-8e4a-a4cf72780f5f · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

MultiPruner: Balanced Structure Removal in Foundation Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.760312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b443ed-689f-43d0-a227-d0099dda20dd · outbound

This paper cites The Llama 3 Herd of Models.

MultiPruner: Balanced Structure Removal in Foundation Models The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.766804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2812d22-2022-4a2c-89be-dc683ea2ba3e · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.772504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10093306-912b-4d80-9009-e885db285be6 · outbound

This paper cites A Survey of Quantization Methods for Efficient Neural Network Inference.

MultiPruner: Balanced Structure Removal in Foundation Models A Survey of Quantization Methods for Efficient Neural Network Inference

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.779253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d94dfea9-3e01-43ad-9a4f-5258434ba5aa · outbound

This paper cites Distilling the Knowledge in a Neural Network.

MultiPruner: Balanced Structure Removal in Foundation Models Distilling the Knowledge in a Neural Network

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.785171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb74b8d-db60-43a0-8311-f928c9d6c715 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:36:12.517814Z

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 f37b5c8c-34c6-4c22-964e-9b075f4cbc07 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.796443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61af8e08-0ec6-4857-b6ce-81b7ec1081de · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.802886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f62990-6771-425e-a127-7a0bb83f4f72 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:36:12.489459Z

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 844b8a54-663e-4687-89e6-b9e43c147ed6 · outbound

This paper cites ShortGPT: Layers in Large Language Models are More Redundant Than You Expect.

MultiPruner: Balanced Structure Removal in Foundation Models ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.814906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205a3d4e-3a39-4034-9e5b-af457598ccc1 · outbound

This paper cites Pointer Sentinel Mixture Models.

MultiPruner: Balanced Structure Removal in Foundation Models Pointer Sentinel Mixture Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.820695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85364ffb-ee20-42e1-a7b0-01cb92041119 · outbound

This paper cites Pablo Muñoz, Jinjie Yuan, and Nilesh Jain.

MultiPruner: Balanced Structure Removal in Foundation Models Pablo Muñoz, Jinjie Yuan, and Nilesh Jain

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:36:12.468510Z

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 119f3663-3a67-482a-a672-2c238fbe9559 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.835911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16dbba57-5674-4dc4-8294-9808774ddf26 · outbound

This paper cites Weight subcloning: direct initialization of transformers using larger pretrained ones.

MultiPruner: Balanced Structure Removal in Foundation Models Weight subcloning: direct initialization of transformers using larger pretrained ones

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.843999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee80a10-94d3-481d-b875-a089f66e6dbb · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:36:12.447583Z

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 62d32bc2-4c54-4edc-87a1-a7f1904e8622 · outbound

This paper cites A Simple and Effective Pruning Approach for Large Language Models.

MultiPruner: Balanced Structure Removal in Foundation Models A Simple and Effective Pruning Approach for Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.855872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41a629b0-cf27-40f1-82b9-50d82dd9a227 · outbound

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

MultiPruner: Balanced Structure Removal in Foundation Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.861601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54401ed6-1ac3-4001-bce1-1ec39676e95a · outbound

This paper cites BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation.

MultiPruner: Balanced Structure Removal in Foundation Models BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.867474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2030b1-7d0c-42a5-97d0-c768194306d1 · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

MultiPruner: Balanced Structure Removal in Foundation Models Baichuan 2: Open Large-scale Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.874337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ffb3cb-9394-4cb4-a16c-5b4b371695ad · outbound

This paper cites Qwen2 Technical Report.

MultiPruner: Balanced Structure Removal in Foundation Models Qwen2 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.881027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef4f60b-1f8b-4991-ba91-7fc2d432c7b4 · outbound

This paper cites LaCo: Large Language Model Pruning via Layer Collapse.

MultiPruner: Balanced Structure Removal in Foundation Models LaCo: Large Language Model Pruning via Layer Collapse

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.887559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43220a13-4d8b-46a5-9875-529a7c9d7ec7 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.894145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a269f93e-cb78-4de3-8e6c-f234bcaff9e4 · outbound

This paper cites an unresolved cited work.

MultiPruner: Balanced Structure Removal in Foundation Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:36:12.415701Z

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 555b6359-a12b-4642-b610-44ceac191251 · outbound

This paper cites BlockPruner: Fine-grained Pruning for Large Language Models.

MultiPruner: Balanced Structure Removal in Foundation Models BlockPruner: Fine-grained Pruning for Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T19:36:11.932839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b0d29c0c-4b70-4e9c-b55a-6ddfb3d18aa7 · inbound

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy cites this paper.

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy MultiPruner: Balanced Structure Removal in Foundation Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-27T17:11:05.729367Z

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.