Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.004847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.228040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.290871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.343097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.403811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.459057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.457824Z

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 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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.552166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.606155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.660846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.722517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.779521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.836850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:41.895719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-07T10:20:44.681142Z

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 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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.441137Z

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 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-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.430561Z

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 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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:42.214986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:42.309551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.406078Z

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 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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:42.440788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.393070Z

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 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

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

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 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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.368314Z

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 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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.355925Z

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 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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:42.997865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:43.121292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:43.291216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:20:45.344619Z

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 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

Resolution: verified exact; doi, observed 2026-08-07T10:20:44.662621Z

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 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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:43.616188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:43.782984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T10:20:44.566438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: 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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: 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 2026-08-09T06:31:02.800959+00:00.