Paper Citation Record · LEDGER

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2410.06916.

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

pith.paper-citation-record.v1
2410.06916 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:12.915754Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T16:25:49.817285Z

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 15162f8a-6c2f-473e-b6af-2f55f5fe15da · inbound

CLaSp: In-Context Layer Skip for Self-Speculative Decoding cites this paper.

CLaSp: In-Context Layer Skip for Self-Speculative Decoding SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:12.915754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e3f89c0-211f-40f8-8c59-1cdea6793790 · inbound

HiSpec: Hierarchical Speculative Decoding for LLMs cites this paper.

HiSpec: Hierarchical Speculative Decoding for LLMs SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:30.191515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62e90e9-f209-4d76-87fc-1bdd749d5c2f · inbound

MixReasoning: Switching Modes to Think cites this paper.

MixReasoning: Switching Modes to Think SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:37.337557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39967ae7-48f2-49b7-a918-a2de56228208 · inbound

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem cites this paper.

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T21:43:17.395457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04da9712-272a-4d07-9bd5-fd6b33f8eac3 · inbound

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning cites this paper.

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-13T19:34:58.789459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d7a6e55-88c3-490f-8221-7fec1f024bc5 · 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 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:59:17.690879Z

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 4d5e4e02-d673-4083-9e6d-61b0824dda62 · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:21:26.619778Z

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 e45bbc9a-3c8d-4309-975a-54e14bbf4b8f · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:36:23.905343Z

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 2f305c01-5b49-4f35-a217-619317fa6ceb · inbound

Component-Aware Self-Speculative Decoding in Hybrid Language Models cites this paper.

Component-Aware Self-Speculative Decoding in Hybrid Language Models SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:06:42.736242Z

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 ac6cd1f0-6eef-460d-bc6e-a81011089906 · inbound

Dynamic Execution Commitment of Vision-Language-Action Models cites this paper.

Dynamic Execution Commitment of Vision-Language-Action Models SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:47:03.886790Z

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 678cc43f-6e1d-483e-8f69-cf93cfc0a40d · inbound

Dynamic Execution Commitment of Vision-Language-Action Models cites this paper.

Dynamic Execution Commitment of Vision-Language-Action Models SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:13:50.712331Z

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 3784d687-36cc-483c-917a-adf38220ed7d · inbound

Dynamic Execution Commitment of Vision-Language-Action Models cites this paper.

Dynamic Execution Commitment of Vision-Language-Action Models SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:45:46.165174Z

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 50702319-fe68-4e13-a93b-41678de4ef0c · inbound

Dynamic Execution Commitment of Vision-Language-Action Models cites this paper.

Dynamic Execution Commitment of Vision-Language-Action Models SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T02:22:10.843139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c173b061-d188-46f8-9f99-b4b892f686c1 · inbound

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding cites this paper.

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:25:49.818835Z

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 36bec904-e763-456b-9a39-fb61fc00ca4e · inbound

Depth Exploration for LLM Decoding cites this paper.

Depth Exploration for LLM Decoding SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:44:27.289253Z

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.