SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference | Paper Citation Record

Observation 2a04797a-b0e8-4365-b0dc-8c53e5360920 · outbound

This paper cites GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:04.844560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e07d438a-8ba3-46cc-a979-546667ebdf56 · outbound

This paper cites decompress then dot-product.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference decompress then dot-product

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.556741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 63b2b976-5039-415a-b0ea-ee152ad6842c · outbound

This paper cites decompress- then-dot-product.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference decompress- then-dot-product

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.563742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b13066d-57ea-45d0-a848-29c1cc541879 · outbound

This paper cites KV quantization as usual.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference KV quantization as usual

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.576541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d04f0d77-9c96-49d3-b0a0-e838822cdf1b · outbound

This paper cites Compute ∆i(b) (or a proxy) for each state and tier, along with cost(b).

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Compute ∆i(b) (or a proxy) for each state and tier, along with cost(b)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:58.509955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6d92792-b667-4151-a79d-19b6ebbc33ca · outbound

This paper cites Start from a safe tier for all kept states; then down-tier states with lowest vpB until the budget is met; only then drop the least valuable states.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Start from a safe tier for all kept states; then down-tier states with lowest vpB until the budget is met; only then drop the least valuable states

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:58.500680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f2c38c62-2666-4067-91da-c023ffd415bb · outbound

This paper cites down-tier then drop.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference down-tier then drop

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.358001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5974fdf2-5735-4782-acb7-4ef6ac237571 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.352067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f591d9cf-69a0-4fbe-a40e-58487d7997f1 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.353546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 75b92c4d-9aa6-42c6-8840-3eab6c25ab2d · outbound

This paper cites This is why the frontier points are not merely visualization artifacts; they are the actual feasible operating states of the deployment system under an explicit fairness contract.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference This is why the frontier points are not merely visualization artifacts; they are the actual feasible operating states of the deployment system under an explicit fairness contract

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.355284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97b70980-0088-46f5-994b-6872beedc07e · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:58.492156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd118feb-90fd-44e3-9a43-321be082ac40 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.346739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8479a958-9c2e-4092-b59f-7012e3b08a33 · outbound

This paper cites This is why Fig.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference This is why Fig

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.348363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 15e82bdd-1704-44d8-85be-a89eaa69c6b0 · outbound

This paper cites Γs is computed only overP ∆ m , so it does not reward hidden quality degrada- tion.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Γs is computed only overP ∆ m , so it does not reward hidden quality degrada- tion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.339986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59fc3401-d055-4f17-b401-52d7913e4c61 · outbound

This paper cites Γm is computed only over points that meet or exceed dense throughput, so it does not reward trivially slow but memory-thrifty settings.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Γm is computed only over points that meet or exceed dense throughput, so it does not reward trivially slow but memory-thrifty settings

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.343498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f55269a-4dff-45f6-bfbb-c4fda2ff6923 · outbound

This paper cites Both quantities use the same deployment-true definition of bKV, including paging and metadata overhead.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Both quantities use the same deployment-true definition of bKV, including paging and metadata overhead

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.350135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8948b1a6-e8a9-4c35-ba1e-230347edc21e · outbound

This paper cites the stored rep- resentation is smaller.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference the stored rep- resentation is smaller

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.338254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 391f5085-94e3-44ef-912f-d88e998ede43 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.331728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1bd4fc3a-6d8d-4e28-b321-69d3d92a0b05 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.341453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f7e7f3af-bd6e-4b26-9447-aa7a648d43da · outbound

This paper cites streaming + fused.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference streaming + fused

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.364212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb3c1983-29a0-44b4-895f-39dbabf1cbdb · outbound

This paper cites KV blocks are read once from HBM in a page-local pattern, with pointer-table resolution but without repeated revisits to the same block for staging or reconstruc- tion.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference KV blocks are read once from HBM in a page-local pattern, with pointer-table resolution but without repeated revisits to the same block for staging or reconstruc- tion

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.553324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ab4fb168-896d-443c-99bb-3f359eddf6e8 · outbound

This paper cites The decode path does not write intermediate dense keys or auxiliary reconstructed representations to HBM.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference The decode path does not write intermediate dense keys or auxiliary reconstructed representations to HBM

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.562131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04914c48-0aa9-457a-ae14-e34854280ac4 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.533826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0b56e774-0791-41af-bf87-ccbf0745ca0a · outbound

This paper cites streaming + fused.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference streaming + fused

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.574808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 753e267b-726c-4bff-ae86-0120f3bf3502 · outbound

This paper cites Similarity is computed directly from stored radial/angular codes rather than from reconstructed dense keys.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Similarity is computed directly from stored radial/angular codes rather than from reconstructed dense keys

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.546154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62ec912c-e1da-43a5-b0b5-5c9a6d79e22d · outbound

This paper cites The controller jointly chooses retention and precision under a hard resident-memory budget.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference The controller jointly chooses retention and precision under a hard resident-memory budget

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.585171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 056c29a7-e5fd-4483-96f6-7744951f6bdd · outbound

This paper cites The emitted cache layout respects tier-homogeneous pages and block- local decode consumption.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference The emitted cache layout respects tier-homogeneous pages and block- local decode consumption

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.549467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01f88dec-bc96-4ae0-a91f-2177bb3fa583 · outbound

This paper cites extra overhead.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference extra overhead

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.539517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b89521e4-7e6f-4f8c-b046-4dcca28ac7c8 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.583558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8342ab49-8d48-449b-b7ec-d90511f8c4e6 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.568465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01f0d34a-0d04-489f-994a-073d15d0bcba · outbound

This paper cites What non-additivity means here.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference What non-additivity means here

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.558404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d656d0dc-0d32-425f-b146-7a35795a7878 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.571650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2a0fd68-d9d8-4c6b-ae78-aa4e93c9edec · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.578289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b5f261f-1584-419c-a4ef-b63d0b6554f2 · outbound

This paper cites lost in the middle.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference lost in the middle

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.551432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 838588fd-0e8a-46cb-bd2f-b0b5d8eee7ed · outbound

This paper cites Increase ti so that the state is represented with more bits / less angular or radial distortion.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Increase ti so that the state is represented with more bits / less angular or radial distortion

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.581652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e902fed6-11f7-4d10-ac11-50962daeacce · outbound

This paper cites Override a drop decision zi = 0 and pin the state in cache when its local risk is too high.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Override a drop decision zi = 0 and pin the state in cache when its local risk is too high

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.560376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 182a646c-fe7e-4969-8c25-c54837212433 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.537638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b281c9ff-fc86-45ee-ab2d-84d39b06095a · outbound

This paper cites Thus the gate is not merely a safety heuristic.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Thus the gate is not merely a safety heuristic

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.565390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b7803ef-88ad-442b-98b2-6a2a43dce01a · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.535858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e892ea88-6381-4883-a8a6-cd695eedc350 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.573183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51b8e8ce-05da-4de7-89e7-0874109df91d · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.554939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c3da3b7-1d32-43b6-a247-c8a40b450426 · outbound

This paper cites This rule ensures that every panel yields exactly one representative point and that the same point will be recovered whenever the sweep is rerun under the same protocol.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference This rule ensures that every panel yields exactly one representative point and that the same point will be recovered whenever the sweep is rerun under the same protocol

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.367515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cdb43f91-8205-4c41-a0cb-57e5096a7db0 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.359890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0216c620-8f91-4dd5-afac-2e41024587e0 · outbound

This paper cites The table therefore provides a panel-by-panel numerical rendering of the frontier claim.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference The table therefore provides a panel-by-panel numerical rendering of the frontier claim

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.369403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb316a54-2067-4db2-826f-fa8e1755c8a1 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.362551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation abbe0c44-1a0d-4cef-9475-e15924ecfd36 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.376883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 68d86f0c-ffbc-44d4-8f94-bac384a725fc · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.371242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 30f8552d-fe75-468b-a588-bfb37e684507 · outbound

This paper cites Thus, Table 7 is not a replacement for the frontier; it is the reproducible numerical anchor derived from it.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Thus, Table 7 is not a replacement for the frontier; it is the reproducible numerical anchor derived from it

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.373066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 256f9087-fd01-4884-a964-dc14f4899367 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.365722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 00b958b8-0551-4d07-94e8-aed230da245a · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.328377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0923a5b-f08d-47c7-8f14-00ad0f43ee75 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.330169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fe17621-0eae-473b-b1ec-f3f965850f07 · outbound

This paper cites The purpose of this section is therefore diagnostic and causal.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference The purpose of this section is therefore diagnostic and causal

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.333432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c48417c1-0995-4ab9-bd2c-3ccb9a2f35e6 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.336606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5814d55-4c25-46b0-8b6b-9e5fa5833c75 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.322117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation adbdf90e-93f0-4eaf-9a30-decd87031acc · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.323670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6a60ff53-9bf8-4be3-8957-3f9c5070a065 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.326745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3a1bfb8-2611-465b-b714-24c4d2e99d8e · outbound

This paper cites just KV compression.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference just KV compression

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:04:00.325177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6dd7b8b9-f6e6-49e0-bcb4-994ee47d3cc2 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.335014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 94f9e400-32fc-426f-ae9c-c871beb662dd · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.345140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4e71fa4d-b549-4c0d-b626-685e542492f7 · outbound

This paper cites fast enough and accurate enough on average.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference fast enough and accurate enough on average

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:58.487359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45d98c3b-cdfe-488d-89e7-a3da69594ef1 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.531351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64716929-fad7-4392-996d-d865d9c1d58a · outbound

This paper cites A method that is fast but not stable is not usable; a method that is stable but not kernel-realized is not an actual serving win.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference A method that is fast but not stable is not usable; a method that is stable but not kernel-realized is not an actual serving win

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.570167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4bb07520-c4f2-4f23-8e89-32c5ce30b211 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.529408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45b5b752-2757-4f76-968a-404ea02c9ba4 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.527480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 941c49e7-afbb-493e-8894-d7f3a0fe09ab · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:04:00.375033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7dc4317-0220-493b-a79e-714c07997435 · outbound

This paper cites In these settings, the method is not merely plausible but particularly well-matched to the deploy- ment bottleneck the paper targets.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference In these settings, the method is not merely plausible but particularly well-matched to the deploy- ment bottleneck the paper targets

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.580011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01a988b9-2001-4d73-8d73-f0e322d3b090 · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.543373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bbfc0188-c7f4-4d8c-a722-8c169ee8778a · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.547764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ec1b95a2-4288-4d0b-82a4-4fcdbb7768fc · outbound

This paper cites an unresolved cited work.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:14:00.566986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70b9c2d5-9d9d-4d65-a078-787c3a0ba2af · outbound

This paper cites always use Spherical KV.

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference always use Spherical KV

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:14:00.541664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers