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Paper Citation Record · LEDGER

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs

As of 12 July 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2605.23764.

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

pith.paper-citation-record.v1
2605.23764 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T15:10:25.071087Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-12T06:30:05.999651+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact12
  • verified fuzzy15
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1120c4b-2ac0-470f-ad7f-ff973700b96a · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 1

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raw_fallback, observed 2026-07-08T18:35:27.386791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation c781b13e-235b-44cf-a188-0b1c603b0626 · outbound

This paper cites FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion

Reference 2

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arxiv_id, observed 2026-06-30T15:14:46.959202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation c0c25986-82e6-4e3d-bf67-d2d18428fdd5 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 3

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raw_fallback, observed 2026-07-08T18:35:27.381409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation a31585ca-4ef5-4b9f-879c-b1e384409758 · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 4

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local_arxiv, observed 2026-06-30T15:14:46.932995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:0c929000776ae2e28c4233473d0fd0281c607a959f1c6f43b42aa849c7497c9a

Observation 13ef0eed-fe6d-4c0f-9d28-fd26fb2166d9 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 5

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raw_fallback, observed 2026-07-08T18:35:27.377411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:a5cbdb7e0c642c0541c2e36fbed66b8f0ae2c20651ef40337f800ba2acfa8a5e

Observation bc12c3f0-6f99-4974-8156-a095dc2acf52 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 6

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metadata mismatch
local_arxiv, observed 2026-06-30T15:14:46.935305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:a61b502f042c741a91aec1767e6e618b3db85a00bacf9bedd98e6e0f2098b12a

Observation 8181695a-8fcd-463a-8e19-f9b6adce27c9 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 7

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local_arxiv, observed 2026-06-30T15:14:46.939236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:a0a52817e900fdb61ed4bb2fe4b6a95bb4d1e18ad75353afe557ed922a666c94

Observation d38d0af2-7338-454d-b67d-89d239cfe7f7 · outbound

This paper cites DeepSeek-V3 Technical Report.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs DeepSeek-V3 Technical Report

Reference 8

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local_arxiv, observed 2026-06-30T15:14:46.966790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 1dc12315-6ef5-46e4-bcc8-20923f932cda · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 9

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raw_fallback, observed 2026-07-08T18:35:27.375505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 865522cd-7ea8-4e1f-9ba3-ca05b7bb288b · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 10

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raw_fallback, observed 2026-07-08T18:35:27.401070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 25f8bab8-cc08-4a5e-ae09-d38c075886fe · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 11

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raw_fallback, observed 2026-07-08T18:35:27.393610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 754a38b0-0c00-45a9-96bb-03da978fd4b7 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 12

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raw_fallback, observed 2026-07-08T18:35:27.395552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 31c1486a-075a-4814-9345-8d5aaa18534c · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 13

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raw_fallback, observed 2026-07-08T18:35:27.397566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:1a2936b8ed6ef9592ce3a217b7f3ad1e22e63bd2cbb770279a5ab774022881f7

Observation 555e1b71-7161-4603-8c1a-2286158519f2 · outbound

This paper cites Mixtral of Experts.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Mixtral of Experts

Reference 14

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verified exact
local_arxiv, observed 2026-06-30T15:14:46.923324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 13cd3fb8-01b5-47fd-bc2f-52305681f9ca · outbound

This paper cites Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping

Reference 15

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arxiv_id, observed 2026-06-30T15:14:46.912136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 74104941-b620-4ea1-a565-09b24849830f · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 16

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raw_fallback, observed 2026-07-08T18:35:27.389763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 0d160144-f10b-4cdf-ac2a-d0a75096dbb0 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 17

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raw_fallback, observed 2026-07-08T18:35:27.390905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 303bb763-3f34-471b-971b-311f772dc447 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 18

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raw_fallback, observed 2026-07-08T18:35:27.383470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:8be5efdd74f26b6f0b44c25647f9699d628bf5427d895c99556b7eddf74aab52

Observation 56c15897-63c7-49eb-b860-35fa3d49e03a · outbound

This paper cites Scaling symbolic evaluation for automated verification of systems code with serval.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Scaling symbolic evaluation for automated verification of systems code with serval

Reference 19

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metadata mismatch
arxiv_id, observed 2026-06-30T15:14:46.217647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:7e3a6f52a9bed8021c6db035565beb2e50d0c5cc0eebf3cb705a1bb8a9b10e9f

Observation cd362c2b-f02d-4f07-9bd7-50859e0d57af · outbound

This paper cites Qwen2.5 Technical Report.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Qwen2.5 Technical Report

Reference 20

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verified exact
local_arxiv, observed 2026-06-30T15:14:46.925667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:cbfa934f636d0227ccc9a3030ad20f56dbbb811a3c733c98db766d513f50b5be

Observation 07f67b2a-7b4c-4a28-8dc9-08c5c8b1a91e · outbound

This paper cites Le, Geoffrey E.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Le, Geoffrey E

Reference 21

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raw_fallback, observed 2026-07-08T18:35:27.385406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:bc59f3ef1b1a9a2e5821b598adc35bd999b8c2494e7468e5aa429ae10aa4f364

Observation 68ad3ed2-9726-414e-ac3b-18120e747fec · outbound

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

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 22

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verified exact
local_arxiv, observed 2026-06-30T15:14:46.928888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:48b5e4fdc93a0e4c1eb64181e08d223705351c8b58b33c51f1f5ef279dbe2f42

Observation 424bf0a3-3a3c-4886-bbb9-4a38e745880a · outbound

This paper cites Zafir Sadik Khan, Nowfel Mashnoor, Mohammad Akyash, Kimia Zamiri Azar, and Hadi Mardani Kamali.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Zafir Sadik Khan, Nowfel Mashnoor, Mohammad Akyash, Kimia Zamiri Azar, and Hadi Mardani Kamali

Reference 23

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arxiv_id, observed 2026-06-30T15:14:46.211469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:8d93610ee57faac088282eeeecbc9ab7bfee07b9f63177a75756da9f2d1effb4

Observation 5503c81e-a1ef-4bd7-a206-a549c39adf5f · outbound

This paper cites ENEC: A Lossless AI Model Compression Method Enabling Fast Inference on Ascend NPUs.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs ENEC: A Lossless AI Model Compression Method Enabling Fast Inference on Ascend NPUs

Reference 24

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local_arxiv, observed 2026-06-30T15:14:46.914983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation e487e6a2-d06f-47fb-b3f0-8a67c08aad9d · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 25

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raw_fallback, observed 2026-07-08T18:35:27.391748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:0a16ce0b35658de013c2cc4f6412fe3a1381e41f6a0d12ffefb587bc8b330599

Observation fbb70515-9e66-4183-a361-5fb8ecadbc45 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 26

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raw_fallback, observed 2026-07-08T18:35:27.399366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 9b15cc1c-a649-46f9-a1de-332a5b2edf7b · outbound

This paper cites Triton-distributed: Programming Overlapping Kernels on Distributed AI Systems with the Triton Compiler.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Triton-distributed: Programming Overlapping Kernels on Distributed AI Systems with the Triton Compiler

Reference 27

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arxiv_id, observed 2026-06-30T15:14:46.917726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

source=pdf_text observed=2026-06-30T15:10:25.071087Z digest=sha256:a5a8de92e8dce4aeef8dfa99d36828abb6a5c58bff530a5ddaf6da2bf24d8271

Observation 5aa9ec18-b6ca-4b5e-bed4-515bbe1a9efd · outbound

This paper cites UniEP: Unified Expert-Parallel MoE MegaKernel for LLM Training.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs UniEP: Unified Expert-Parallel MoE MegaKernel for LLM Training

Reference 28

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local_arxiv, observed 2026-06-30T15:14:46.920212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 50ea39a5-e6f2-4a5d-afc1-c1034a80d566 · outbound

This paper cites Alameldeen, Marco Guarnieri, Mark Silberstein, Oleksii Oleksenko, and Gururaj Saileshwar.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Alameldeen, Marco Guarnieri, Mark Silberstein, Oleksii Oleksenko, and Gururaj Saileshwar

Reference 29

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arxiv_id, observed 2026-06-30T15:14:46.214604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Observation 1143e520-a411-4ef0-b1ed-90d106e56367 · outbound

This paper cites an unresolved cited work.

HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs Unresolved cited work

Reference 30

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verified fuzzy
raw_fallback, observed 2026-07-08T18:35:27.402953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-12T06:30:05.999651+00:00.

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Pith citing papers

No inbound Pith citation observations are available.