Paper Citation Record · LEDGER

Tutel: Adaptive Mixture-of-Experts at Scale

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2206.03382.

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

pith.paper-citation-record.v1
2206.03382 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 2026-08-06T22:15:28.050477Z

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

31
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 cc6a1c04-8cc7-41c1-9dfd-bd462064a2e0 · inbound

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism cites this paper.

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism Tutel: Adaptive Mixture-of-Experts at Scale

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:15:28.050477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88dcb9f-1370-4770-8cfa-fd63b42a0f18 · inbound

Maximum Score Routing For Mixture-of-Experts cites this paper.

Maximum Score Routing For Mixture-of-Experts Tutel: Adaptive Mixture-of-Experts at Scale

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:15.724137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea35a451-8a4a-4010-99dc-292664997f1d · inbound

Chameleon: Adaptive Fault Tolerance for Distributed Training via Real-time Policy Selection cites this paper.

Chameleon: Adaptive Fault Tolerance for Distributed Training via Real-time Policy Selection Tutel: Adaptive Mixture-of-Experts at Scale

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:41:50.636452Z

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 23b236d5-ebbe-4e6f-ad6f-ae384c3c733c · inbound

Expert Merging in Sparse Mixture of Experts with Nash Bargaining cites this paper.

Expert Merging in Sparse Mixture of Experts with Nash Bargaining Tutel: Adaptive Mixture-of-Experts at Scale

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:47.192671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2803a35c-5611-4773-955c-ac98be48f20e · inbound

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers cites this paper.

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers Tutel: Adaptive Mixture-of-Experts at Scale

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T15:22:50.072145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d044f54e-5a55-4f71-a09c-54e4cb1e110b · inbound

DeepStack: Scalable and Accurate Design Space Exploration for Distributed 3D-Stacked AI Accelerators cites this paper.

DeepStack: Scalable and Accurate Design Space Exploration for Distributed 3D-Stacked AI Accelerators Tutel: Adaptive Mixture-of-Experts at Scale

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:30:52.194965Z

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 586329d9-43f3-4eeb-9591-d10139524a93 · inbound

Piper: Efficient Large-Scale MoE Training via Resource Modeling and Pipelined Hybrid Parallelism cites this paper.

Piper: Efficient Large-Scale MoE Training via Resource Modeling and Pipelined Hybrid Parallelism Tutel: Adaptive Mixture-of-Experts at Scale

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-08T17:13:38.755125Z

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 9763c964-aecc-43c1-a8a5-d3e96f472425 · inbound

Hierarchical Mixture-of-Experts with Two-Stage Optimization cites this paper.

Hierarchical Mixture-of-Experts with Two-Stage Optimization Tutel: Adaptive Mixture-of-Experts at Scale

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:01:15.414453Z

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 bfefe8a1-696b-49c8-880e-73034faa299f · inbound

Surviving Partial Rank Failures in Wide Expert-Parallel MoE Inference cites this paper.

Surviving Partial Rank Failures in Wide Expert-Parallel MoE Inference Tutel: Adaptive Mixture-of-Experts at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.694697Z

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 f2b8a846-bafa-4f14-8e93-07b7e100dc46 · inbound

DisagMoE: Computation-Communication overlapped MoE Training via Disaggregated AF-Pipe Parallelism cites this paper.

DisagMoE: Computation-Communication overlapped MoE Training via Disaggregated AF-Pipe Parallelism Tutel: Adaptive Mixture-of-Experts at Scale

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:52:06.277646Z

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 9f5d3453-8024-4c6b-802f-0a729e30d43a · inbound

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory cites this paper.

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory Tutel: Adaptive Mixture-of-Experts at Scale

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:13:56.328288Z

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 b6639421-e5e6-447c-baad-12b98b63baf8 · inbound

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory cites this paper.

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory Tutel: Adaptive Mixture-of-Experts at Scale

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T13:33:40.394993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdffdf5b-4ce5-40c4-88b7-81450c67042f · inbound

Communication-Aware Placement and Pruning for Efficient Mixture-of-Experts Inference cites this paper.

Communication-Aware Placement and Pruning for Efficient Mixture-of-Experts Inference Tutel: Adaptive Mixture-of-Experts at Scale

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T08:35:22.347459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5b4d38-2a5a-4c5b-9986-7f2b0dbe516a · inbound

A Training-Memory Regression in MLA Sequence Parallelism: Why Megatron-Core Forbids Absorption, and LAGA -- a Communication-Efficient Fix cites this paper.

A Training-Memory Regression in MLA Sequence Parallelism: Why Megatron-Core Forbids Absorption, and LAGA -- a Communication-Efficient Fix Tutel: Adaptive Mixture-of-Experts at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T17:32:37.181249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8899af85-4952-42c0-a0c0-8f99a5dbd38f · inbound

Relax Within, Balance Across: Geometry-Guided Load Balancing for Vision-Language Mixture-of-Experts cites this paper.

Relax Within, Balance Across: Geometry-Guided Load Balancing for Vision-Language Mixture-of-Experts Tutel: Adaptive Mixture-of-Experts at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T00:38:32.858750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.