Paper Citation Record · LEDGER

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2608.03676.

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

pith.paper-citation-record.v1
2608.03676 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:01:22.410031Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:51:05.804032Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:51:05.912328Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy20
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7aa33bd7-07a4-43cd-89a6-39fe3c18c50f · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.881847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8960c92c-07ae-4340-9c79-d272cd251ec1 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.874867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 448e49b2-c18d-4393-b97d-a62227b27fd0 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.868324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4b437a2-d214-427b-acb2-2721a1757481 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.861686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2187ea4-3217-43ec-9549-10e41f105554 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.855099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 282ee806-0fa9-4180-8193-ea93db5f1500 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.848288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7100e71c-760d-4c73-ac46-053b34d59c23 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.841315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation efe6015d-f5b2-4b32-89a4-9be73b089747 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.834936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8a445aa6-8cff-4261-9387-768ad2c0b152 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.828403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1c68c242-440b-4235-a959-aebc119f0d4a · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.821490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 87dd0cf8-8141-466c-b799-b8dbba56a159 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.814737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5ecc8c28-ba2d-4a48-a408-a6a52bcfc910 · outbound

This paper cites Y.; Awan, A.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Y.; Awan, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.807720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 43c424ff-b377-4f56-9e94-838aaf6dfffc · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.800697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 68dc3fa1-c517-40c3-be95-ea5d5f1794b2 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.793725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de49fd4a-6969-423b-88b2-3503a73b2788 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.786705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6316b296-5a5f-4fc9-b152-9c968c471c86 · outbound

This paper cites N.; Kaiser, L.; and Polosukhin, I.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training N.; Kaiser, L.; and Polosukhin, I

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.779978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb75000f-e923-45dd-b8fb-fd3f298fcb47 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.772412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6773710d-962c-49c0-a1c6-722b58799c64 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.764704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8f3df34-dd94-480f-9411-f57c92441480 · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.757583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 757057d8-2f7a-4ca2-9c27-04cfec5a2d8c · outbound

This paper cites an unresolved cited work.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:01:22.750212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a07238c-e408-4605-94af-2fccf56a7537 · outbound

This paper cites M.; Chen, Z.; Le, Q.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training M.; Chen, Z.; Le, Q

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.742775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0aaa6e46-06e5-45d8-aa34-ca94093f7499 · outbound

This paper cites and Kaiser, Lukasz and Polosukhin, Illia , title =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training and Kaiser, Lukasz and Polosukhin, Illia , title =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.735809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ad2c1a0-0bcb-41ab-a9f8-41aada983522 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Learning Representations (ICLR) , year =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.345880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8636ac4-3428-41cc-a3cc-085255550d34 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Learning Representations (ICLR) , year =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.724666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cb52137a-f855-493e-8d0b-f366afcf3487 · outbound

This paper cites Journal of Machine Learning Research , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Journal of Machine Learning Research , volume =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.351046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d150df-2104-4b02-a124-d3636f95d227 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training IEEE Transactions on Knowledge and Data Engineering , year =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.713523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d439e49a-0eaa-423a-80eb-c48510a6246f · outbound

This paper cites International Conference on Machine Learning (ICML) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Machine Learning (ICML) , pages =

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.706959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 439b27f9-4517-4baf-8674-462e277854e9 · outbound

This paper cites Mixtral of Experts.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Mixtral of Experts

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.358738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe332b99-3cd4-49ec-b2c5-6fc23e637e7d · outbound

This paper cites DeepSeek-V3 Technical Report.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training DeepSeek-V3 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.360955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7979f0c0-cffe-4b46-9fe5-d3606f272290 · outbound

This paper cites Qwen3 Technical Report.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Qwen3 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.363143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99857d89-cd6a-443f-9948-5440789a7e21 · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Kimi K2: Open Agentic Intelligence

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.365271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df303ff-8222-4feb-8b57-73cc72f33c23 · outbound

This paper cites arXiv preprint arXiv:2601.11659 , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training arXiv preprint arXiv:2601.11659 , year =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.367760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59c3572b-5d96-42ac-81a9-4144c7266300 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.369969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85404f69-a38e-4566-93af-569a58ea4b01 · outbound

This paper cites International Conference on Machine Learning (ICML) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Machine Learning (ICML) , pages =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.699831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6cd5e418-e334-4d80-813e-daae862bde3d · outbound

This paper cites Proceedings of Machine Learning and Systems , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Proceedings of Machine Learning and Systems , volume =

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.693086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0258b81e-1230-41de-a806-81b480919d7e · outbound

This paper cites Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) , pages =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.686459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03963f3c-a89e-48d7-b49f-38fdcaa37e8b · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Machine Learning (ICML) , year =

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.679425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8ff2174c-413e-49fb-bd95-f585c2771d52 · outbound

This paper cites USENIX Symposium on Networked Systems Design and Implementation (NSDI) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training USENIX Symposium on Networked Systems Design and Implementation (NSDI) , pages =

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.672508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d533dca4-6b19-407a-802f-78ab28ed3c20 · outbound

This paper cites ST-MoE: Designing Stable and Transferable Sparse Expert Models.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training ST-MoE: Designing Stable and Transferable Sparse Expert Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.383444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a32e5f9-01cc-4387-844d-9c464538d024 · outbound

This paper cites and Chen, Zhifeng and Le, Quoc V.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training and Chen, Zhifeng and Le, Quoc V

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.665810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42078643-effa-4728-be9a-47b325f482c9 · outbound

This paper cites 2023 USENIX Annual Technical Conference (USENIX ATC 23) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training 2023 USENIX Annual Technical Conference (USENIX ATC 23) , pages =

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.659160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf7b6970-e5ff-40e0-a17f-9425aed01660 · outbound

This paper cites IEEE Transactions on Parallel and Distributed Systems , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training IEEE Transactions on Parallel and Distributed Systems , volume =

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.651882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 166558ba-7f3b-44ee-ade9-50c693dc3abb · outbound

This paper cites arXiv preprint arXiv:2511.16947 , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training arXiv preprint arXiv:2511.16947 , year =

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.393564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836457ef-fd68-4527-a656-8488baeaa383 · outbound

This paper cites FEPLB: Exploiting Copy Engines for Nearly Free MoE Load Balancing in Distributed Training.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training FEPLB: Exploiting Copy Engines for Nearly Free MoE Load Balancing in Distributed Training

Reference 54

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T15:01:22.520108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4a6f4ca0-7680-4092-a107-83e435233c5a · outbound

This paper cites International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , volume =

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.644286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d946a46b-2e2a-453b-b07a-a3975e1a3886 · outbound

This paper cites International Conference on Machine Learning (ICML) , pages =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Conference on Machine Learning (ICML) , pages =

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.636971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e886610a-5ea6-4217-aee8-3cd76370bbdb · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Advances in Neural Information Processing Systems (NeurIPS) , volume =

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.629715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fcf25886-3bd6-4cf6-a669-53ba9c5d41d3 · outbound

This paper cites International Journal of Computational Intelligence Systems , volume =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training International Journal of Computational Intelligence Systems , volume =

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.622149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b06bf6a-325e-4ffe-b3d9-17d92ef7fb3c · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:01:22.613829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f612a60b-a227-443c-97f5-46714215b651 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T15:01:22.410031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 503da9b6-7ba3-415c-b33c-8055efee9999 · inbound

TEMPO: Makespan-Aware Expert-Parallel Load Balancing Across Memory- and Compute-Bound Regimes cites this paper.

TEMPO: Makespan-Aware Expert-Parallel Load Balancing Across Memory- and Compute-Bound Regimes TAOT: Topology-Aware Optimal Transport for Dynamic Expert Replica Placement in MoE Training

Reference 22

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