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Paper Citation Record · LEDGER

HMoE: Heterogeneous Mixture of Experts for Language Modeling

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.10681.

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

pith.paper-citation-record.v1
2408.10681 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:46:22.870048Z

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

2
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 244f87ae-0a97-40a7-903d-b4e025a28a89 · inbound

Autonomy-of-Experts Models cites this paper.

Autonomy-of-Experts Models HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T16:32:07.318674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:32:07.318674Z digest=sha256:5f71038fbff2878e30e2daf1d25aa6ccc4e564c89c7d02e0da64a2636d4ead29

Observation 77224435-9260-4f3b-a194-11fae45477e5 · inbound

Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition cites this paper.

Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T20:46:22.870048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:46:22.870048Z digest=sha256:e921fa3e186eddc1c2db90e1e0c978160645bb8a80fd762e226b99a774246c8b

Observation b8244d15-8ae6-427b-acdb-aac831d6ca8f · inbound

THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation cites this paper.

THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:40.536034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:40.536034Z digest=sha256:f94fa08dfdd74b4bfae932f0e5f162cb182045bea890847ec6ace72d65b6a907

Observation 6d0430cb-5bb4-4d8d-a318-853667382824 · inbound

Elastic MoE: Unlocking the Inference-Time Scalability of Mixture-of-Experts cites this paper.

Elastic MoE: Unlocking the Inference-Time Scalability of Mixture-of-Experts HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-18T14:21:27.547246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-18T14:19:09.535272Z digest=sha256:f6ade21dba168264397af4ae6c393f37c947b66afdf4479f9d993e8cc296abd7

Observation d4b4531b-72b5-411f-a4d0-b5d25b9df769 · inbound

Mixture of Heterogeneous Grouped Experts for Language Modeling cites this paper.

Mixture of Heterogeneous Grouped Experts for Language Modeling HMoE: Heterogeneous Mixture of Experts for Language Modeling

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:36:10.980790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-08T08:28:20.057361Z digest=sha256:3cc81e56b460f8c786b42ebb3e95437a6eb19887966266625659f68970f10e35