Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-25T05:22:47.198185Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2605.23200.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-25T05:22:47.198185Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T11:49:11.776915Z
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 47d7dafa-e7e1-49c3-a1e4-23504f6b75df · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning H2O: Heavy-hitter oracle for efficient generative inference of large language models
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fb1e026e-cfb4-49f4-8a0e-915ee2b7bb2a · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Efficient Memory Management for Large Language Model Serving with PagedAttention , booktitle =
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4bfb4e11-c9c5-404c-906c-7a5c0666f1d5 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d3eec471-38d6-4772-8839-2152578a6869 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3edd48f8-8567-48c5-b3cb-31e363df5aeb · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning R-KV: Redundancy-aware KV cache compression for reasoning models
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec7e0a2d-cbb2-4d58-b567-5a53d0c9d029 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Reasoning path compression: Compressing generation trajectories for efficient LLM reasoning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 872c8772-af5a-427b-baf2-199cdcba217d · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning NeurIPS 2025 Poster
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 585c9d86-b34e-410e-87fb-15c9d8aeb1d6 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9ec922cb-5ab8-452e-87f7-cce24f22df58 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a236cba2-8f0b-45aa-9f3f-5b057acc0283 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6b004f1c-b16b-4823-b4ba-b3d9833e2108 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Efficient Streaming Language Models with Attention Sinks
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation deaddc38-fd8b-4a00-b0a9-a450bee7d478 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Transformers are multi-state RNNs
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 66bd86df-7bcf-4680-bd7d-f0fe7b4158ef · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 39be823e-c8cd-4e40-9f5d-f9be27e03428 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77d77e80-9eaf-4657-bc06-0d1495c20bd8 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Omnikv: Dynamic context selection for efficient long-context LLMs
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fdc12e03-b86d-439d-8fa7-f8f5c6a9afc0 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Lacache: Ladder-shaped KV caching for efficient long-context modeling of large language models
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f6ef1f4f-8a40-4a43-8f63-a5272cdff75d · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04a61047-c70c-49ff-9da9-265f8a944d75 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Duoattention: Efficient long-context LLM inference with retrieval and streaming heads
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4411b3e0-230f-4d3a-9aee-7c98427b3f52 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Not all heads matter: A head-level KV cache compression method with integrated retrieval and reasoning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f0765777-e841-4e2a-9689-e3fad1c48fef · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Razorattention: Efficient kv cache compression through retrieval heads
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 76bdaba2-da55-4d83-a34e-de2eb30fc050 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning SnapKV: LLM Knows What You are Looking for Before Generation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d0127d42-256f-4fa7-9068-dd540bef59e3 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Sablock: Semantic-aware KV cache eviction with adaptive compression block size
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 21e7a736-04de-4a3f-a0cd-e564770cedfe · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b56acc4e-0235-4b0f-82c4-ac8b0f226949 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Protokv: Long-context knowledges are already well-organized before your query
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7a0673d6-ba0f-47f9-ba61-5c114be5d4de · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning TreeKV: Smooth Key-Value Cache Compression with Tree Structures
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3e02c168-b4cd-47a0-9f10-bc9227dd97f8 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 099d8e43-74be-400a-b109-d68ff2d18a07 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Expected attention: KV cache compression by estimating attention from future queries distribution
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 70f175fd-eaf1-4b77-9e30-30a292b444f7 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Chunkkv: Semantic-preserving KV cache compression for efficient long-context LLM inference
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f80f96d5-4bdc-451d-8af6-57f8d28139a8 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning ReST-KV: Robust KV cache eviction with layer-wise output reconstruction and spatial-temporal smoothing
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4c3e7acf-4664-40f4-9dac-e7392da40686 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Kediff: Key similarity-based KV cache eviction for long-context LLM inference in resource-constrained environments
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc45516e-0e19-40b4-9b17-2300cc497529 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation afa7b4e2-11d3-4e6d-bb09-7afe42e3635e · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning G-KV: Decoding-time KV cache eviction with global attention
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8d02ed1a-8487-4593-ac03-aa78281f361c · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cdcd8753-33e6-4825-a0c9-53568346a642 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning KV-Compress: Paged KV-Cache Compression with Variable Compression Rates per Attention Head
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ba2d0acf-50a1-4ab3-82db-b89108d65011 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 286f1144-6852-4b20-9d6d-c98dfba57b4b · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning The curious case of neural text degeneration
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 653dd828-8a57-47f0-9efd-106439da8f25 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Kevin Zhou, and Xike Xie
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d10bef2c-5053-48fa-b8c4-1ab0b0f55879 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning LongFlow: Efficient KV Cache Compression for Reasoning Models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 08965108-e33e-4a4d-a554-c7b6ab65dd56 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning LongFlow: Efficient KV Cache Compression for Reasoning Models
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9c59b3d2-70db-46ba-8099-0942ca04da86 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Lethe: Layer- and time-adaptive kv cache pruning for reasoning-intensive llm serving
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3f3a449f-4149-4e1b-bcdc-abcf6df48112 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d1050df4-6db3-466b-a9b8-ae92b4c0f6ab · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Measuring Mathematical Problem Solving With the MATH Dataset
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 432c82e3-8083-4a43-a185-2ed756185742 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Let’s verify step by step
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 64968117-e6c0-4ccd-b9f1-12d4e657f983 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 62f6a1d4-beae-4c40-ae8e-e9c9d68e6590 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Training Verifiers to Solve Math Word Problems
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 13b99926-8d00-4aee-b18f-a55847821a1f · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Deepseek-r1-distill-qwen-7b
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3db0515e-d7d5-4465-994f-dac415d5d83a · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Deepseek-r1-distill-qwen-32b
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2990f303-9a6e-4acf-b933-5d75301c31ec · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning lost in the middle
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 644d0bba-ab12-4ef0-b2b6-c610d1954223 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eb63684a-c8eb-4416-a27d-1d00ee7445e8 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Pass@1 is computed from metric_main / num_samples in the csv
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 98763174-6935-4f39-ba41-d8a3f7b95619 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e26c9b0-c4da-4aa4-a04a-23ed96a65df0 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8545ba2d-a254-42f5-bac8-77da825a6c3a · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 450c1818-f43d-492b-82f3-197d02763788 · outbound
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning Simplify (u+ 4)(u−1)−(u+ 4)(u−1)
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fb304ee9-3e1a-4e57-9269-b67b116de627 · inbound
LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Adaptive Mass-Segmented KV Compression for Long-Context Reasoning
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.