Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2406.13170.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T06:43:35.900404Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-09T22:59:17.700800Z
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 204ab923-1289-4e87-b432-a4b3692bdaae · inbound
FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving cites this paper.
FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T22:59:17.702308Z
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 bba15d69-9548-43c4-9040-0a68fd086097 · inbound
Adversarial Prompts for Acceptance Collapse in Speculative Decoding cites this paper.
Adversarial Prompts for Acceptance Collapse in Speculative Decoding Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:43:35.900404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.