Paper Citation Record · LEDGER

RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2501.16383.

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

pith.paper-citation-record.v1
2501.16383 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:26.485614Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T12:18:16.465621Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8abef772-5a7d-4e91-83ee-52a0d6049e2e · inbound

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate cites this paper.

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:09:22.349084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c805816e-3b54-44e3-9dca-12eead72654f · inbound

PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs cites this paper.

PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:26.485614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64223c64-43d7-4fb9-b107-1b27a2a89303 · inbound

Which Heads Matter for Reasoning? RL-Guided KV Cache Compression cites this paper.

Which Heads Matter for Reasoning? RL-Guided KV Cache Compression RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:50:10.262522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ab539c-2f8a-43a3-b106-733adcb918d0 · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 287

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:40:54.776418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44b77661-22ee-4dd1-9d1a-63a1025fda16 · inbound

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization cites this paper.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.639885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8c23886-9869-4f6f-8177-b2cb59ef9e6e · inbound

SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining cites this paper.

SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:00:40.748727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c989bda6-ebea-4db4-b6ef-1a0590d7867f · inbound

PolyKV: A Shared Asymmetrically-Compressed KV Cache Pool for Multi-Agent LLM Inference cites this paper.

PolyKV: A Shared Asymmetrically-Compressed KV Cache Pool for Multi-Agent LLM Inference RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:10.559974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b703004c-a8c6-4a02-ba04-e7a1e3011566 · inbound

HeadQ: Model-Visible Distortion and Score-Space Correction for KV-Cache Quantization cites this paper.

HeadQ: Model-Visible Distortion and Score-Space Correction for KV-Cache Quantization RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:29.735517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 779f5f6c-8d02-47db-9e5f-a85e1b5f8314 · inbound

HeadQ: Model-Visible Distortion and Score-Space Correction for KV-Cache Quantization cites this paper.

HeadQ: Model-Visible Distortion and Score-Space Correction for KV-Cache Quantization RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:20:42.435679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9803a8f0-9a38-4266-9068-5e8d3178eda0 · inbound

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference cites this paper.

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:12:51.237967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50ebb32b-1c27-422b-b03a-bcbd357d2a6a · inbound

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization cites this paper.

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:18:16.467930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 41d962c0-fc9c-4511-8c8c-77d62cc30e1e · inbound

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond cites this paper.

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:58:07.552003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15fbe337-d973-4b09-b47e-e986514b5c09 · inbound

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models cites this paper.

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T11:58:28.560458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.