Paper Citation Record · LEDGER

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.02940.

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

pith.paper-citation-record.v1
2608.02940 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:03:29.064021Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

39 of 39 outbound references displayed

verified exact6
verified fuzzy15
unresolved11
parse uncertain2
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4e982d0-931f-4df6-b073-7593238d3a15 · outbound

This paper cites Liu , title =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Liu , title =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:35.388613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c58f95f-aefc-4c25-a9eb-0b245eed4d62 · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:25.237251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14ed451a-0854-4a8a-bf77-a8cd2fcaa901 · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:25.306631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916608b4-3847-463c-adfb-a1ccf83895cd · outbound

This paper cites Are Compressed Language Models Less Subgroup Robust?.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Are Compressed Language Models Less Subgroup Robust?

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T01:03:29.985544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0aba52c0-17b2-4fca-ba32-9d8ef4598c95 · outbound

This paper cites Why Do Some Inputs Break Low-Bit LLM Quantization?.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Why Do Some Inputs Break Low-Bit LLM Quantization?

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T01:03:29.721066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8fbe3c92-c72d-4c27-8b5f-a6773dac5872 · outbound

This paper cites and Jaiswal, Ajay Kumar and Xu, Kaidi and Kailkhura, Bhavya and Hendrycks, Dan and Song, Dawn and Wang, Zhangyang and Li, Bo , booktitle =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning and Jaiswal, Ajay Kumar and Xu, Kaidi and Kailkhura, Bhavya and Hendrycks, Dan and Song, Dawn and Wang, Zhangyang and Li, Bo , booktitle =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:35.200165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb95c7ec-aae1-4cf6-91a9-33e8da3a41a7 · outbound

This paper cites PKU - S afe RLHF : Towards Multi-Level Safety Alignment for LLM s with Human Preference.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning PKU - S afe RLHF : Towards Multi-Level Safety Alignment for LLM s with Human Preference

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:25.581474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 242b8618-5ddd-40f9-b678-91eca7ccf70a · outbound

This paper cites Zico Kolter , title =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Zico Kolter , title =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:34.919374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa449a5a-52d6-43a8-a294-f4aa56ea563b · outbound

This paper cites M - W anda: Improving One-Shot Pruning for Multilingual LLM s.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning M - W anda: Improving One-Shot Pruning for Multilingual LLM s

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T01:03:29.557634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b05ea498-23b9-4978-b747-fefe67ded115 · outbound

This paper cites 2023 , editor =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning 2023 , editor =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:34.744054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 622222c1-817c-417e-9de4-910e2c0fb940 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Advances in Neural Information Processing Systems , volume =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:34.428068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 798eba7f-aaf7-449d-bda4-25f60bc37187 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Advances in Neural Information Processing Systems , volume =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:34.125474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 042bcce7-0f05-4bb1-8c1a-a9daafb8fb33 · outbound

This paper cites Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T01:03:31.782750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f24d39fe-285a-4f89-bd7d-db8dfa96baf3 · outbound

This paper cites an unresolved cited work.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Unresolved cited work

Reference 14

Resolution: parse uncertain; no resolver link, observed 2026-08-07T01:03:26.405427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9387ee00-0c91-4498-ab58-ed269f6929af · outbound

This paper cites an unresolved cited work.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Unresolved cited work

Reference 15

Resolution: parse uncertain; no resolver link, observed 2026-08-07T01:03:26.576740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c20266ba-7210-41c2-a70c-a3e7d64d0d14 · outbound

This paper cites 2023 , note =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning 2023 , note =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:33.901693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56581616-a3bf-4a87-bc8b-821529a5ec13 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , volume =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Proceedings of the 41st International Conference on Machine Learning , volume =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:33.704401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 14043492-638a-4f38-9994-ffce083ad605 · outbound

This paper cites International Conference on Learning Representations , volume =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning International Conference on Learning Representations , volume =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:33.479005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a22f02d0-abf3-4a6a-a321-467af1029216 · outbound

This paper cites Mahoney and Yaoqing Yang , title =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Mahoney and Yaoqing Yang , title =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:33.179755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b07ce59e-1e74-4586-a581-daf817c8c81e · outbound

This paper cites On the Limitations of Language-targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning On the Limitations of Language-targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:27.050496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a880480-ac7b-4bbe-be50-505c8a2d4e2a · outbound

This paper cites PALS: Percentile-Aware Layerwise Sparsity for LLM Pruning.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning PALS: Percentile-Aware Layerwise Sparsity for LLM Pruning

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T01:03:31.548017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e345b2b-0ce9-4f1b-83eb-ec7daadbdaa1 · outbound

This paper cites Smith and Pang Wei Koh and Amanpreet Singh and Hannaneh Hajishirzi , title =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Smith and Pang Wei Koh and Amanpreet Singh and Hannaneh Hajishirzi , title =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:32.919508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd46e2fd-1a67-499c-a507-8c44bd6d3a7b · outbound

This paper cites A Survey on Mixture of Experts in Large Language Models , year=.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning A Survey on Mixture of Experts in Large Language Models , year=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:27.365559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5579fc5e-5117-4e8c-bf4e-cb0fa8507897 · outbound

This paper cites 2026 , issue_date =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning 2026 , issue_date =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:27.521056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2257dc20-8da7-4db6-b6b5-0f4c75109ab5 · outbound

This paper cites Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T01:03:29.286982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab168414-cd3f-452c-ad86-28080fc80fd1 · outbound

This paper cites arXiv preprint arXiv:2606.15716 , year =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning arXiv preprint arXiv:2606.15716 , year =

Reference 26

Resolution: verified exact; raw_fallback, observed 2026-08-07T01:03:31.358898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3112eee-2100-43cb-a294-48fa13e75535 · outbound

This paper cites Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:27.841154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd68dcc-183a-4ec9-a4de-2491e144b58c · outbound

This paper cites Conference on Language Modeling , year =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Conference on Language Modeling , year =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:32.704525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc061fda-57aa-476c-99a4-0a7bce822a1c · outbound

This paper cites SHAPE: Coalition-Aware Expert Pruning for Sparse Mixture-of-Experts LLMs.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning SHAPE: Coalition-Aware Expert Pruning for Sparse Mixture-of-Experts LLMs

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T01:03:31.080862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ffd6a906-a2be-4cf2-84d5-4aff160bd192 · outbound

This paper cites Half the Experts, All the Code: One-Shot Domain Pruning of Mixture-of-Experts LLMs for Coding.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Half the Experts, All the Code: One-Shot Domain Pruning of Mixture-of-Experts LLMs for Coding

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T01:03:30.852728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 102c9abe-8bf4-401f-8dcf-ebfcdf56a69e · outbound

This paper cites 2005 , isbn =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning 2005 , isbn =

Reference 31

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T01:03:30.565696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e808212-5b98-4a94-92e0-24c04b8c84ee · outbound

This paper cites The Structure and Stability of Persistence Modules , publisher =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning The Structure and Stability of Persistence Modules , publisher =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:32.467066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7edccc5-d7ea-4eed-9786-12b70b4b5304 · outbound

This paper cites Documenta Mathematica , volume =.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Documenta Mathematica , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:32.212864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27f17cbd-6fd9-40ab-afdf-d260e91e749f · outbound

This paper cites REAP the Experts: Why Pruning Prevails for One-Shot MoE compression.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning REAP the Experts: Why Pruning Prevails for One-Shot MoE compression

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:28.576633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c610d3f6-75c8-48d3-b337-2e9da161351e · outbound

This paper cites Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:28.651819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0609d067-f055-4f0a-ad6c-ad4721aecac1 · outbound

This paper cites 2024 , eprint=.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning 2024 , eprint=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:28.719163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de96899c-9265-436f-be10-8ebd13191676 · outbound

This paper cites Does a Global Perspective Help Prune Sparse MoEs Elegantly?.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Does a Global Perspective Help Prune Sparse MoEs Elegantly?

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T01:03:30.201744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a4fd2e1-d754-458a-b217-eddf6b48e7ac · outbound

This paper cites Partial Prescriptions For Decisions With Partial Knowledge.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Partial Prescriptions For Decisions With Partial Knowledge

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:03:31.987336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd6a583b-d659-4a0e-b9bd-b52b7484be36 · outbound

This paper cites Optimal Decision Rules Under Partial Identification.

When Compression Scores Cannot Decide: Information Boundaries for Group-Robust LLM Pruning Optimal Decision Rules Under Partial Identification

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:29.064021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.