Paper Citation Record · LEDGER

HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2411.01433.

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

pith.paper-citation-record.v1
2411.01433 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:51:06.059461Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:27:44.421672Z

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 fe87e574-6608-4bb1-9d7d-c8e703e5047c · inbound

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? cites this paper.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.059461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432a1aed-1267-4dc2-9e12-c5d5278706d3 · inbound

Accelerating Mixture-of-Expert Inference with Adaptive Expert Split Mechanism cites this paper.

Accelerating Mixture-of-Expert Inference with Adaptive Expert Split Mechanism HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T20:55:19.396114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50eddfa0-7cf9-4198-978a-26934580ec3e · inbound

HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing cites this paper.

HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T19:16:54.812983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f261a9b-40c2-43ef-849c-e0575678c9e1 · inbound

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers cites this paper.

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:41:22.762791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef34f6ef-dd67-4d82-9aa9-c59c0f1b628e · inbound

Breaking the MoE LLM Trilemma: Dynamic Expert Clustering with Structured Compression cites this paper.

Breaking the MoE LLM Trilemma: Dynamic Expert Clustering with Structured Compression HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:28.595718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb1243c-0132-4155-8ec6-aa4c53a5473a · inbound

HCInfer: An Efficient Inference System via Error Compensation for Resource-Constrained Devices cites this paper.

HCInfer: An Efficient Inference System via Error Compensation for Resource-Constrained Devices HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:10.663083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b88d893-ae82-4717-b7d8-e1365532a04b · inbound

VisMMOE: Exploiting Visual-Expert Affinity for Efficient Visual-Language MoE Offloading cites this paper.

VisMMOE: Exploiting Visual-Expert Affinity for Efficient Visual-Language MoE Offloading HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:36:06.760352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65ce2f7b-c0a0-46f3-b4e4-63cb94075be8 · inbound

Fast MoE Inference via Predictive Prefetching and Expert Replication cites this paper.

Fast MoE Inference via Predictive Prefetching and Expert Replication HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:27:06.973762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 784a722c-6a12-4836-955e-63de14f920de · inbound

CoX-MoE: Coalesced Expert Execution for High-Throughput MoE Inference with AMX-Enabled CPU-GPU Co-Execution cites this paper.

CoX-MoE: Coalesced Expert Execution for High-Throughput MoE Inference with AMX-Enabled CPU-GPU Co-Execution HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:08:15.400321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff9fa50a-7bc1-4255-b21e-3a6630d44fbc · inbound

Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design cites this paper.

Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:27:44.423157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 751d3663-f78a-429d-911a-2766b69e5a61 · inbound

Beyond Uniform Experts: Cost-Aware Expert Execution for Efficient Multi-Device MoE Inference cites this paper.

Beyond Uniform Experts: Cost-Aware Expert Execution for Efficient Multi-Device MoE Inference HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:14:57.446291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 58883fd1-2040-4590-aa77-2c8bd9bd7774 · inbound

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference cites this paper.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.573201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.