Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T09:58:45.903396Z
Paper Citation Record · LEDGER
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation
As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2604.22312.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T11:49:11.624951Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact9
- verified fuzzy1
- unresolved0
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 39814054-5a61-40dc-9e81-4c493c89a85b · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation Training Verifiers to Solve Math Word Problems
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T20:11:12.503354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 908ebdba-f6e7-4e8e-86e2-3721382ea594 · outbound
This paper cites DeepSeek-V3 Technical Report.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation DeepSeek-V3 Technical Report
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T20:11:12.519768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 95df4f01-b353-41d3-8d1a-251b62e3e5d3 · outbound
This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:46:30.294205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e03806d8-a926-47eb-b431-376e960302b8 · outbound
This paper cites Approximate Top-$k$ for Increased Parallelism.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation Approximate Top-$k$ for Increased Parallelism
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:11:12.494204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eb1bedcb-bb67-422e-9551-47fcf22d9926 · outbound
This paper cites MoBA: Mixture of Block Attention for Long-Context LLMs.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation MoBA: Mixture of Block Attention for Long-Context LLMs
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T06:15:46.352230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f3235bb-e228-4c7d-8b41-5db43e9fa05b · outbound
This paper cites YaRN: Efficient Context Window Extension of Large Language Models.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation YaRN: Efficient Context Window Extension of Large Language Models
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:46:51.373347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5eb88dcc-9876-4ff2-b7dc-4168a31815c9 · outbound
This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T20:11:12.534385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3284aaad-3a6f-4872-bd7e-c96936cdd12b · outbound
This paper cites HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T20:11:12.524761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e428e53-99e1-4415-9363-72407946a81a · outbound
This paper cites LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:11:12.549021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8eeedb03-bfb9-449b-8156-23909a41594d · outbound
This paper cites an unresolved cited work.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation Unresolved cited work
Reference 10
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T15:37:57.091762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 07a8dc0b-80af-47f6-863c-d0b3bb3151fc · outbound
This paper cites " " DeepSeek - V3 .2 YaRN fr eq ue nc y c o m p u t a t i o n.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation " " DeepSeek - V3 .2 YaRN fr eq ue nc y c o m p u t a t i o n
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T15:37:57.095705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c737510-f0d4-495e-9b30-80b4ded7e040 · outbound
This paper cites " " Compute preIdx from the all - ones RoPE s t r u c t u r a l prior.
Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation " " Compute preIdx from the all - ones RoPE s t r u c t u r a l prior
Reference 12
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T15:37:57.088715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation 787f2b05-3c08-4b5c-83b6-d1a1e38031e1 · inbound
LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding cites this paper.
LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:49:11.624951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.