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Paper Citation Record · LEDGER

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

As of 19 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2506.15724.

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

pith.paper-citation-record.v1
2506.15724 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:20:44.631012Z

measured 59 of 59 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:11:49.133558Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:12:51.122208Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bbb50c6-c2fc-4cfe-a693-bf5eb2f0a880 · outbound

This paper cites GPT-4 Technical Report.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:41.004847Z digest=sha256:8e1694d3ba1cba227a675a9976519c9c3c6dddf558eac3dedc842f6216b1fbab

Observation 49d22307-c2dc-4341-a3df-409de642214f · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-07T10:20:41.054478Z

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source=arxiv_source observed=2026-08-07T10:20:41.054478Z digest=sha256:b74291f52e2b2d4c34d7d3a9aeff06481f6284921674a5b2aede1c2d8808c685

Observation 515637a0-1634-4dc7-bc97-f19e1e0019e3 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

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no resolver link, observed 2026-08-07T10:20:41.101455Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:41.101455Z digest=sha256:628d0eb3577dd23dbfd690d8e4bfe69a182da28bc5ba5de81c49cfc347e7120c

Observation af4976e4-b1b8-455a-b755-40566b7a32f6 · outbound

This paper cites Longformer: The Long-Document Transformer.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Longformer: The Long-Document Transformer

Reference 4

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no resolver link, observed 2026-08-07T10:20:41.173501Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:41.173501Z digest=sha256:a44a33865725164aec682263fc4dae666cba2b299e4dff64fc6b838cb4f12f3f

Observation 324e8fc0-47b6-4545-9ad1-1a47174c8af2 · outbound

This paper cites PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Reference 5

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:41.228040Z digest=sha256:94fb93278a4e7b5e7622ad17ab44f22b569e3effdc0d619eb5fb0a12a53f04c2

Observation 4ce29987-31cb-4f50-bf6e-4f560ec33c3d · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Training Deep Nets with Sublinear Memory Cost

Reference 6

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:41.290871Z digest=sha256:96a74414c21be7a65f7ceb1248da86f41729e88c060d86b2c61d1d8752a13c20

Observation 5fa7da4e-2cfa-4c17-802e-14c6ee1632e4 · outbound

This paper cites NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time

Reference 7

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source=arxiv_source observed=2026-08-07T10:20:41.343097Z digest=sha256:f657d44d0a630ee4df915ff84c9bc01312ef6869111897ac5c2b943fd9ee946f

Observation 3ab055f8-68e6-4426-b724-ab68489b6732 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Generating Long Sequences with Sparse Transformers

Reference 8

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source=arxiv_source observed=2026-08-07T10:20:41.403811Z digest=sha256:91dbf898e8e3f0963837eaf18e127b8860afb851575b5c081b02a6f0c94ca2a7

Observation 5d07a929-6367-4910-940f-dfdc50de8536 · outbound

This paper cites Rethinking Attention with Performers.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Rethinking Attention with Performers

Reference 9

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source=arxiv_source observed=2026-08-07T10:20:41.459057Z digest=sha256:06cc25ad4f8445be5417ed9c0aa434adfe486105ce63d139b231ee21a394a91a

Observation e257caf3-7fbd-40dd-ad8b-ced664cdf6ea · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 10

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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.

source=arxiv_source observed=2026-08-07T10:20:41.495715Z digest=sha256:c1548fa6cdaa9ed613542f1e16f9fa6e0e6d5460a99f1f2d06e9f84a8aab45c3

Observation 84081a47-bc33-4fe3-8ce6-edb03b07ed7d · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 11

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source=arxiv_source observed=2026-08-07T10:20:41.552166Z digest=sha256:7a467dd5bf1f5748dd5be095d42740f75ee07c377881525614a893320efd1af1

Observation 9d50352a-f1cb-43ed-b284-4090a147565e · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:41.606155Z digest=sha256:37e158fa6816c26cdb7de97aced087b88038786b5f541dc0a761e5a7c74fc4ed

Observation 40c2c40e-455f-493a-aec0-348b59a97461 · outbound

This paper cites KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Reference 13

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source=arxiv_source observed=2026-08-07T10:20:41.660846Z digest=sha256:457be2e1b22f5031cae4b679f9ca51cf53ba48ac642d612a8ea7b203987f2262

Observation de9a9c49-8884-4d42-874a-a7ddaf369ca4 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 14

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source=arxiv_source observed=2026-08-07T10:20:41.722517Z digest=sha256:dc3b66fbdec11307d11c6e72a19df24dce0b9db8ffa1a7a33d5bc4cde96c1c61

Observation fb7aba53-ae73-4014-8773-d2f40318c5d2 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 15

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source=arxiv_source observed=2026-08-07T10:20:41.779521Z digest=sha256:692e8aa3242aa275cb7497e354ae5628fd5831c24a42a5191f36f9900ae18396

Observation fe987294-8a83-46ae-bfb2-63902368304b · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 16

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Observation c37645dc-6657-4b7b-a2e2-c95a6aee43d2 · outbound

This paper cites Mistral 7B.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Mistral 7B

Reference 17

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source=arxiv_source observed=2026-08-07T10:20:41.895719Z digest=sha256:89605e7dd0017300a714179958f75959d9f778c55a7046d43b2374b58586ae9a

Observation be4cb04c-7f47-4bf8-aefc-93b873d56998 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 18

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

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Observation 2c186ca5-2b1c-4aa9-b796-9b09967a4258 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 19

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Observation 1c76483c-b084-4f65-9eaf-97686a0fb4e5 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 20

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source=arxiv_source observed=2026-08-07T10:20:42.094117Z digest=sha256:dd88f23cd2591d62a873d1fd876cc183b72467ce739991ce71ff69732382d6e1

Observation d160b5df-3491-4648-801b-aef3e2d88dea · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 21

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

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Observation 5150a4af-b935-40ec-8dad-b681bee115fa · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-07T10:20:42.214986Z digest=sha256:dd08333dd6e50521f241ea6f6fdbc63d50bcbc5873a9d825dc0f7182f6dcb5cc

Observation 8884ba64-0e28-45be-a780-8a657648ab57 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-08-07T10:20:42.309551Z digest=sha256:15343790119af3f8a72c150f9748be957dd9d8c4cee6a962a21f265744f607e9

Observation d24c2a5d-efe0-4376-9a55-f217f0221096 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 24

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

source=arxiv_source observed=2026-08-07T10:20:42.335797Z digest=sha256:604f68d50d65855529d2bc9f0609ff001c39c68f58cac75ed5a5a642a06fd3fd

Observation 110403fc-3f01-402e-b466-e45e0f07cffa · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 25

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source=arxiv_source observed=2026-08-07T10:20:42.440788Z digest=sha256:5de66253cbeed461617b30d885f7509646d9f5c6564bf8dbbf21cce8cfa119f4

Observation 5fe46113-b016-4a66-912e-c58126b60e33 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 26

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Observation 76b67893-cd93-45d8-b9a2-3a1417e02ff8 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-07T10:20:45.380822Z

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

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Observation 89e8c335-65ba-4d37-83b9-0c8325ef1b65 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 28

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

source=arxiv_source observed=2026-08-07T10:20:42.775778Z digest=sha256:bb5fc1c5b608dc10e485335188f8ad6658c9cacbb3da27a4d26cfad855fce94b

Observation 36f15d28-7159-435e-80b4-26539ec0e4bf · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 29

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

source=arxiv_source observed=2026-08-07T10:20:42.900583Z digest=sha256:5feb14dcffcb8b506b85b5d367a805c490a5b627ebc2589088899029a2ce5371

Observation 788f684c-688f-4c76-a0d2-c0d1d8010cba · outbound

This paper cites Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 30

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source=arxiv_source observed=2026-08-07T10:20:42.997865Z digest=sha256:79447d69614632b9f5d5ba25d0ef23cede6a033a9e76ca573c8fa472e2626b7a

Observation 0631b01d-bfe6-4f84-807b-4c989578ca77 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 31

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source=arxiv_source observed=2026-08-07T10:20:43.121292Z digest=sha256:26c55f4a067e48392706259560aebb8d43692fa17aad13198ea413e4af82ab77

Observation 880fad2a-01fb-4971-8831-b07aabac3f1b · outbound

This paper cites MileBench: Benchmarking MLLMs in Long Context.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference MileBench: Benchmarking MLLMs in Long Context

Reference 32

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Observation baa67c79-aad5-4a41-860a-e7d5bf62c72c · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 33

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

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Observation ec5afaad-08e2-4f0f-885a-8c60a3ac2676 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 34

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verified exact
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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.

source=arxiv_source observed=2026-08-07T10:20:43.520473Z digest=sha256:641c0b353e7cc20dae1606f50e11a5db4bdaca0bf0a35c5608c3b4f4edb6c8e3

Observation 52de1cd4-c31c-4282-b802-0e04ef375d28 · outbound

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

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

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Observation 80a9445d-7bf1-4814-ba32-d1583d381065 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:43.782984Z digest=sha256:bc8230fb45e611fb9e970fdd4fbb346501bd31665021de1f3e0d1286473927b9

Observation b3ee3db6-3c52-4b84-865b-109953407c42 · outbound

This paper cites LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference

Reference 37

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source=arxiv_source observed=2026-08-07T10:20:43.864806Z digest=sha256:ce832cb67317b912319a20f541ae42cc38db5594276237d72cc32c83b6b11ef1

Observation a487ad73-9eb7-4a69-bacf-302e1c74ab0b · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 38

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no resolver link, observed 2026-08-07T10:20:43.982493Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:43.982493Z digest=sha256:684858d535bd87ed83fabea7d68854c17af8fc621b554d538628a6e9944d4bd5

Observation 9e2eebee-55be-49cd-91a9-bf8685739bbb · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Linformer: Self-Attention with Linear Complexity

Reference 39

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no resolver link, observed 2026-08-07T10:20:44.153084Z

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source=arxiv_source observed=2026-08-07T10:20:44.153084Z digest=sha256:6cade18d8c034f565ee0fa0e7813976f04a9cf307e2bf7e6e138f34c0eb7f25c

Observation 5bc3d687-82c6-4c33-8c1d-56948f98b9dc · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-07T10:20:44.262957Z

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source=arxiv_source observed=2026-08-07T10:20:44.262957Z digest=sha256:eb60a5381fd9ef37e3b1182cba342c2ceb89b3b372cf27754623c57ae3bc0081

Observation ee90d3f2-bf3c-47f4-8c69-ea58445f5420 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-07T10:20:45.326507Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.314859Z digest=sha256:309186b8648f1e60285bdded1914e97f0b0279575c34618cabfd4fb42e9f37f1

Observation 98aec048-a83d-4c7a-9cf7-8af2e6037dd1 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 42

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raw_fallback, observed 2026-08-07T10:20:45.314229Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.400738Z digest=sha256:3d5dbd6c6f3ea546175ed560bc169e9be77a061c290a9ca95d0aeb1cdb35dbcc

Observation 60557888-2d52-4b88-9b42-771ce8cf4984 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Efficient Streaming Language Models with Attention Sinks

Reference 44

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source=arxiv_source observed=2026-08-07T10:20:44.566438Z digest=sha256:ef238555585b16ec25086b383b6978fabfcd89577b76d4cb260ef4ab1df800b2

Observation c2438d49-691f-4a3d-b14b-53f475c9607f · outbound

This paper cites Qwen2.5 Technical Report.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Qwen2.5 Technical Report

Reference 45

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no resolver link, observed 2026-08-07T10:20:44.572040Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:44.572040Z digest=sha256:a95ddac80a21d9894584c68a4c65c2fa9f116d920d6967698fee858cf8f3cc7c

Observation 58f35e4a-a465-400d-b3a3-ceb2549dc751 · outbound

This paper cites PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference

Reference 46

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no resolver link, observed 2026-08-07T10:20:44.590087Z

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source=arxiv_source observed=2026-08-07T10:20:44.590087Z digest=sha256:e28aa27ecd527706b2d720c221a16985d849280a1b3ccb3af5e7c9577642761c

Observation 0095abdb-d06c-4987-afe6-aa183e3d80a5 · outbound

This paper cites No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization

Reference 47

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no resolver link, observed 2026-08-07T10:20:44.593748Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:44.593748Z digest=sha256:0317e4dc657cff674d733e798bc5bd495ee2dd4ef06e82d618618897d5031829

Observation 25a99031-77f7-4846-9787-d154806bcd69 · outbound

This paper cites A Survey on Multimodal Large Language Models.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference A Survey on Multimodal Large Language Models

Reference 48

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no resolver link, observed 2026-08-07T10:20:44.596976Z

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source=arxiv_source observed=2026-08-07T10:20:44.596976Z digest=sha256:bb530ea62d2d832274ee6c38e690499ae23c73df352e989bdf8a1f883ac9cb70

Observation 6b0dfe1c-a602-436d-9986-42fd25d0aecf · outbound

This paper cites LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy

Reference 49

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no resolver link, observed 2026-08-07T10:20:44.600328Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T10:20:44.600328Z digest=sha256:0e7348f4320b99aee0bee22c31f879f6ece40e61e2922f8ada8f5641aa660c59

Observation 0f7d2999-bece-4267-b616-db01b76ab0b7 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-07T10:20:44.603921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:44.603921Z digest=sha256:0d0ab600602d0aa61753ce0a62a068f90814117ba3997b284b4fb01bc0a51f5d

Observation a57dd8d8-c1e2-4757-9edc-4436453caeae · outbound

This paper cites Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection

Reference 51

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no resolver link, observed 2026-08-07T10:20:44.607210Z

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source=arxiv_source observed=2026-08-07T10:20:44.607210Z digest=sha256:3beb9d40e974fafe03adfe60e5ca635d6401654bcae791137db28358ad7c9aa4

Observation e2016d5e-eacb-4170-8e74-1f6b3720472b · outbound

This paper cites DKT2: Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference DKT2: Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data

Reference 52

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no resolver link, observed 2026-08-07T10:20:44.610543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:44.610543Z digest=sha256:cf3910426e78ec93b958f0c4d4092b811d519ff2b8894d20b541442e5b86d152

Observation a18eede1-c02c-4d10-a7ad-32c4f996e5d6 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 53

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unresolved
raw_fallback, observed 2026-08-07T10:20:45.296702Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.614051Z digest=sha256:fc09a4ab7772c821f45e10980f36840a33d008fbbc2e3b45de3200ccb0d06805

Observation 490a520e-be46-4efe-aebf-417dc9334b1b · outbound

This paper cites Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating

Reference 54

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verified exact
local_arxiv, observed 2026-08-07T10:20:44.726061Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.616953Z digest=sha256:4a7c152d67cb6144e644b7a93f24956824a57ff698883ffae64acbd175cb6a2a

Observation 0a5ebcfd-fd91-4e3e-82e5-685d98784f85 · outbound

This paper cites an unresolved cited work.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference Unresolved cited work

Reference 55

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unresolved
raw_fallback, observed 2026-08-07T10:20:45.286232Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.620597Z digest=sha256:009bccb98ffd9a342bf8667073b614e5c040e2e8ed74ccabc544779a8fba8c51

Observation 0fb24c3a-59d9-48bc-9005-ca3708b85eee · outbound

This paper cites CoLA: Collaborative Low-Rank Adaptation.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference CoLA: Collaborative Low-Rank Adaptation

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:20:44.710224Z

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.

source=arxiv_source observed=2026-08-07T10:20:44.623677Z digest=sha256:71beb354eec9573a1a5ca7d832b280bdc9c7653008b278e80b683cc870ee27eb

Observation 9bbe324f-8926-4309-82da-e7787ccf2cba · outbound

This paper cites online" 'onlinestring :=.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference online" 'onlinestring :=

Reference 57

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unresolved
no resolver link, observed 2026-08-07T10:20:44.626901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:44.626901Z digest=sha256:c81ca65718c4e65d4d0aaa2ff18ab3be61457e0a25921b6ac09579874f0d0445

Observation b77b0a25-0f9a-4ef2-a495-aae3f9586cc2 · outbound

This paper cites write newline.

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference write newline

Reference 58

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unresolved
no resolver link, observed 2026-08-07T10:20:44.631012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:20:44.631012Z digest=sha256:83f0d4e9be474070753cf6e66d849e67ec2ec5313d03a71e2dcfed17793b3ed0

Pith citing papers

Observation 20d7c4f3-646c-4716-9fb4-0f4910eedf97 · inbound

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs cites this paper.

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

Reference 90

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no resolver link, observed 2026-08-04T13:43:56.939428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T13:43:56.939428Z digest=sha256:2037adda23725128f67a441c7238209f40e2741606d872ad48e013005d983a65

Observation c19300e1-61fa-4b70-ba67-cb643c661006 · inbound

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs cites this paper.

PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

Reference 90

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metadata mismatch
local_arxiv, observed 2026-08-07T00:12:51.188669Z

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.

source=arxiv_source observed=2026-08-07T00:11:49.133558Z digest=sha256:6a67d64fd11d883bd66f8bda19f6859933e6b29edf08e3b77168d751eb32f3ee