Paper Citation Record · LEDGER

Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2410.04466.

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

pith.paper-citation-record.v1
2410.04466 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:55:34.942934Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 969cf35f-0973-49c6-b78a-80aaa1174e7e · inbound

Gradient-based Fine-Tuning through Pre-trained Model Regularization cites this paper.

Gradient-based Fine-Tuning through Pre-trained Model Regularization Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:34.942934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2eb57a-48cc-4750-a66b-71233ba927ed · inbound

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing cites this paper.

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:30:44.159529Z

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 a9438554-ffc2-4d57-b76b-b48fafa31944 · inbound

A Little Rank Goes a Long Way: Random Scaffolds with LoRA Adapters Are All You Need cites this paper.

A Little Rank Goes a Long Way: Random Scaffolds with LoRA Adapters Are All You Need Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:55:59.244855Z

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 8ad8f38c-e6c7-487d-8926-85b8ed26be3d · inbound

Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models cites this paper.

Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:04:17.788864Z

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 fa7220ac-d1b4-4121-ba45-274058c9e325 · inbound

Secure eFPGA-Enabled Edge LLM Inference: Architectural and Hardware Countermeasures cites this paper.

Secure eFPGA-Enabled Edge LLM Inference: Architectural and Hardware Countermeasures Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:36:13.190216Z

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 1b90ab0a-377e-4e23-ba3c-b923de0c821a · inbound

Accelerating Precise End-to-End Simulation: Latency-Sensitive Many-core System Modeling cites this paper.

Accelerating Precise End-to-End Simulation: Latency-Sensitive Many-core System Modeling Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:50:58.090788Z

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 758c4a70-89ce-433a-9e8f-a4c5112ded75 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:30.069519Z

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 d6cd0b63-819b-4b34-804a-4b038a43dd9d · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:15:03.239381Z

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 d71b076f-8351-4b0f-9b62-09e12559aae4 · inbound

The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility cites this paper.

The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:58:05.924897Z

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 1844359c-d309-460e-a17b-17e6c3d12920 · inbound

The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility cites this paper.

The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:14:03.226724Z

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 da4f2d62-68cf-4dd7-a7ca-e00f77d5f5b9 · inbound

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy cites this paper.

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-06-27T17:11:05.707747Z

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 797a6de1-d0ff-4118-ad13-755bde9bbbf2 · inbound

PuDGhost: Experimental Analysis of Computation Result Corruption in Processing-using-DRAM Operations on Real DRAM Chips and Implications for Future Systems cites this paper.

PuDGhost: Experimental Analysis of Computation Result Corruption in Processing-using-DRAM Operations on Real DRAM Chips and Implications for Future Systems Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 211

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:59:25.016357Z

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 7fd7934c-3a3e-4dd2-a63f-ebbdd0526b4a · inbound

Black-Box Inference of LLM Architectural Properties with Restrictive API Access cites this paper.

Black-Box Inference of LLM Architectural Properties with Restrictive API Access Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:58.176605Z

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 dc0fee93-9e4d-46c1-8b28-cfa5f828b8ae · inbound

SLIM: Saturation-Aware Lightweight Performance Modeling for LLM Serving cites this paper.

SLIM: Saturation-Aware Lightweight Performance Modeling for LLM Serving Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:52.032744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.