Paper Citation Record · LEDGER

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 5 inbound Pith citation observations for arXiv:2502.09720.

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

pith.paper-citation-record.v1
2502.09720 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:47:45.817007Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:10:43.267220Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:29:45.533912Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy24
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb8d7d84-0f7f-433c-abd8-4c6048e56794 · outbound

This paper cites Conway and N.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Conway and N

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.515727Z

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 ef4c36b5-08fe-4593-a161-6c434c3f3a38 · outbound

This paper cites Polyanskiy and Y.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Polyanskiy and Y

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T20:47:45.600688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f383b5e9-d49c-4780-8ca2-b336e30479b4 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.487699Z

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 d4f6454c-abe4-4a2b-84ea-c334f285f4c5 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.473618Z

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 32f07fb2-6b9c-4465-adae-21df4f16d875 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.458582Z

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 f617aa0e-f45d-4b10-98f7-4bfa8c86909a · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.443984Z

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 6e70dcbf-579b-451c-b44b-9970d627ea91 · outbound

This paper cites Hadad and U.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Hadad and U

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.427734Z

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 e0630ee7-4cac-42c9-b53d-c2ac77fbef43 · outbound

This paper cites Ordentlich and Y.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Ordentlich and Y

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.406860Z

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 70213200-f04d-4ba4-aab3-be4f93f53c7b · outbound

This paper cites Zamir and M.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Zamir and M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.386556Z

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 e16b8326-d0c9-4ae3-af7a-5631f6217afa · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.371744Z

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 9cf7280f-94b3-4017-861f-b2ee6968c1b2 · outbound

This paper cites Datar, N.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Datar, N

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.356024Z

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 a70e3484-a58f-4694-88f4-a327fc6a6811 · outbound

This paper cites Andoni and P.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Andoni and P

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.341585Z

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 839bbf57-4d86-443e-b584-c26715626518 · outbound

This paper cites Dettmers, M.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Dettmers, M

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.327213Z

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 0d5a5a7f-ed8e-42ac-a11d-ba5210904be7 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.312152Z

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 cd596074-caa6-4461-9235-40f8ab7ae462 · outbound

This paper cites Ashkboos, A.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Ashkboos, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.296923Z

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 5df0ef3f-e5b2-4ac3-8eba-d3f2b7d58ec2 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.279648Z

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 d9447ffd-6f07-4dde-a73c-e966af4d8d82 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.262998Z

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 cfd1069e-4633-47ab-80a1-8b5703482ecf · outbound

This paper cites Tseng, J.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Tseng, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.246235Z

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 6f62e551-63a6-47ab-aa20-d505ca9752ad · outbound

This paper cites Juang and A.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Juang and A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.230783Z

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 a2e351e9-dbf5-4837-bb11-1267995b38e2 · outbound

This paper cites Tseng, Q.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Tseng, Q

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.215787Z

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 0c0afb61-d9b4-4bd6-890f-48e2ce6e8234 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.200716Z

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 12e50611-37eb-44b8-9d70-00150345c715 · outbound

This paper cites Frantar, S.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Frantar, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.186277Z

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 c70085c0-63ac-4c15-94d9-dd366414e8d9 · outbound

This paper cites Dinur, G.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Dinur, G

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.171753Z

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 c8c9f74b-f73b-48c9-8600-8a45134667f7 · outbound

This paper cites Agrell and B.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Agrell and B

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.155638Z

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 e712a137-3f02-4e86-ac49-94d8c68abfd9 · outbound

This paper cites nvcomp: Gpu-accelerated compression library, 2025.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs nvcomp: Gpu-accelerated compression library, 2025

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.140265Z

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 1d56c52f-cc70-40b1-ab92-b31852238929 · outbound

This paper cites Conway and N.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Conway and N

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.124300Z

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 ba5b3bfe-e4ce-4b89-be29-7f037eaefe78 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.105506Z

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 d91436b5-743f-43ad-8c0c-fbc0ebda9ca3 · outbound

This paper cites The llama 3 herd of models, 2024.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs The llama 3 herd of models, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.087972Z

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 c2d9a241-8a85-454d-a5e4-b5a7e1e8e22a · outbound

This paper cites Clark, I.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Clark, I

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T20:47:45.758590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f67020f-4716-450b-b5e0-3b046184f551 · outbound

This paper cites Zellers, A.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Zellers, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.060732Z

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 1f4e1426-8782-4b15-ba4f-553476151460 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.042936Z

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 069fe616-a06f-4fb8-8fd5-a3594aeb670d · outbound

This paper cites Sakaguchi, R.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Sakaguchi, R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:46.025519Z

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 26d27deb-f737-4d91-9e07-616ef124ca14 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:46.007353Z

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 3c73d9fb-30b9-47cd-aeb0-518b7ae05b27 · outbound

This paper cites Frantar, S.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Frantar, S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:45.991689Z

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 9b14fcdf-24b6-4807-9b5f-74f6fe9cbc15 · outbound

This paper cites Merity, C.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Merity, C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:45.975346Z

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 2338d2b6-bfcb-4904-95be-15b883f304fc · outbound

This paper cites The optimal coordinate to flip can be determined through dist, and the new value of flipped coordinate — through g.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs The optimal coordinate to flip can be determined through dist, and the new value of flipped coordinate — through g

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:45.957713Z

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 01503b15-2404-4166-b822-299e3179708d · outbound

This paper cites Note that c1(x) = g(x) and c2(x) = g x − 1 2 + 1 2.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Note that c1(x) = g(x) and c2(x) = g x − 1 2 + 1 2

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:45.937627Z

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 e064e0c1-cfc4-49c6-bbeb-298e1671d42c · outbound

This paper cites Then: c1(x + v) = g(x + v) = g(x) + v = c1(x) + v c2(x + v) = g x + v − 1 2 + 1 2 = g x − 1 2 + 1 2 + v = c2(x) + v.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Then: c1(x + v) = g(x + v) = g(x) + v = c1(x) + v c2(x + v) = g x + v − 1 2 + 1 2 = g x − 1 2 + 1 2 + v = c2(x) + v

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:47:45.917344Z

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 ce228161-0c18-4ebf-977f-c78ff8872ff4 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:45.898929Z

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 66b11cd5-df32-4e82-aec5-6284b5e80962 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:47:45.880861Z

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 1d7271e2-1c76-4a09-8862-a55f91d30c67 · outbound

This paper cites an unresolved cited work.

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs Unresolved cited work

Reference 41

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T20:47:45.863193Z

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.

Pith citing papers

Observation f424cc53-3eed-4146-890d-48f4d8d66372 · inbound

High-Rate Quantized Matrix Multiplication I cites this paper.

High-Rate Quantized Matrix Multiplication I NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:20:53.227667Z

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 fa87b4cd-1a48-401d-bb3a-6b47d236c780 · inbound

Price of metric universality in vector quantization is at most 0.11 bit cites this paper.

Price of metric universality in vector quantization is at most 0.11 bit NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T04:10:43.267220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfb9a94-4eeb-4ea4-ba90-634d8144efd2 · inbound

High-Rate Quantized Matrix Multiplication II cites this paper.

High-Rate Quantized Matrix Multiplication II NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:32:52.647609Z

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 cd634bb5-cf49-4108-bd69-165e7431613e · inbound

High-Rate Quantized Matrix Multiplication II cites this paper.

High-Rate Quantized Matrix Multiplication II NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:05.007394Z

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 fb1a96c2-beb8-49cc-96f1-f3ca260e79d1 · inbound

HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models cites this paper.

HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:29:45.535549Z

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.