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Paper Citation Record · LEDGER

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs

As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.10803.

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

pith.paper-citation-record.v1
2608.10803 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:09:23.319471Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

20 of 20 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b48fbe65-a236-4802-98a2-2873072af8dc · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.229159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.229159Z digest=sha256:fc652bc1917c89d64838f0f63dfb8846399d7f71e08dea372c865b2de6f846a7

Observation 1a885d33-c3dd-40fd-832f-d3d24f900b42 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.943053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.233183Z digest=sha256:38955451274b838af73fa0d19b82c34144fbd08544a7a1e486c48af78262eb4e

Observation 093548b7-d4c9-4efa-99af-aa5a2614141e · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.237064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.237064Z digest=sha256:89a70c4f11327b734e7e5d42228914d30bf129c814885faac0ed7e20d4ae2523

Observation 020f82b1-389d-414f-983c-b47db09ee1a1 · outbound

This paper cites 2019.Ascend 910 AI Processor Technical White Paper.https: //www.hiascend.com/documentAccessed on 2026-04-09.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs 2019.Ascend 910 AI Processor Technical White Paper.https: //www.hiascend.com/documentAccessed on 2026-04-09

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:09:23.930307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.241179Z digest=sha256:4b7147d973f81aa06c7e034a00ac99bd999480b24cbf5500552aa2a2039ee06c

Observation 48ad50eb-55b9-44ec-8d75-e2f86d17ede2 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.912289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.244780Z digest=sha256:583736885c75b912cf18a08154a6a74180a4c7fb0a611a7810bfa94ceb280196

Observation 0cfa86ff-6549-4885-a6d6-3710d0f81bda · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.896473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.248652Z digest=sha256:b914f99df1d9b65b4e58d00d8e11ef20452a7c0c30372053883e19bbac7331c3

Observation b3acb4cc-f245-4b9f-82cb-b86632a3607c · outbound

This paper cites Tutel: Adaptive Mixture-of-Experts at Scale.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Tutel: Adaptive Mixture-of-Experts at Scale

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.253331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.253331Z digest=sha256:82069ee22b50a6763d6b7d3042a9daebd56160e89ab55f06657f3de460c66797

Observation ac0703bb-9133-415f-87bb-628d54d159d1 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.261224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.261224Z digest=sha256:3e88fbc7f9128c56e9ba544e18f9f7f719817fecdb802b85301c5b3c1498bd8b

Observation 8ed5add5-e29d-4534-bf52-f6c1cc7a577a · outbound

This paper cites Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.264739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.264739Z digest=sha256:84e74568abcc294130ccc66c8689f0a77a3a404a9adcc9d670e702492f66b3ac

Observation 35aeb16a-5db4-408c-8c10-cd0d45c3866a · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.271111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.271111Z digest=sha256:f95b859de1ccf314fc1c871c1e107cca5d31d24c863605c7dd1ce0e9d4f214af

Observation 52496599-19fb-418c-a960-d93ef7a0830a · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.874674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.277066Z digest=sha256:53ff2a479b7c8230a6f05d413652d0784f864a35e784d79e1d122b89b0d4971b

Observation 84604167-fefc-4b54-a053-8ea8706ec0af · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.860103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.281311Z digest=sha256:a0d48e4836867e01701910e5e3b9889fb9c964c85e4e5279d58a391260075646

Observation 38a8acdb-d41c-4e79-bf20-58f0cc842e04 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.288179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.288179Z digest=sha256:2abcdbc665ae4b863f39c921732ffd439daddd46047676d384170cf71b969004

Observation b06412be-eda6-4fc5-b86b-4f8846812aeb · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:09:23.848196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.291655Z digest=sha256:59c244c362a236b671c03aacf6f39321dc2781c240ade6aee67f4cc6986a51a1

Observation b15fb091-bb1e-4f41-8e56-0566fb248395 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.295962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.295962Z digest=sha256:4fde25c980ef8a72efd6f3f165edb563fbc2f65360d64339381759578ed2a054

Observation 27215b18-e31d-4e50-8d0b-ed28dc23ffd6 · outbound

This paper cites Abel, Xu Guo, Jianbing Dong, Ji Shi, and 11 Kunlun Li.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Abel, Xu Guo, Jianbing Dong, Ji Shi, and 11 Kunlun Li

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.301656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.301656Z digest=sha256:21aaf489ea8f2249bdb878f760016c8035e60dd87c4e748c6c05e83588223e56

Observation 3fc965f1-7b80-4584-b9f5-32ce5b42054d · outbound

This paper cites MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.305213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.305213Z digest=sha256:dd8b63d3f557b93ff186d4d5e525e63c1469ef4cf4f1847e56aef2e26f8d01f6

Observation 156984e9-8b5a-40e8-ab73-9cb974cc4e36 · outbound

This paper cites TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.309169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.309169Z digest=sha256:f72dc20c1b1def74140d3629536c3f853f35eb1e12f2d4e723e700015ac26b1d

Observation 5fed5a79-9f86-4d4f-807b-0113c616b61e · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-08-12T17:09:23.358537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T17:09:23.313477Z digest=sha256:b0b5bde41701c9e5a7cd3d3cc25e2e7faee90d8ac074db64a1027a22e6771fd1

Observation b0fe6b79-68fd-413c-8ecc-5fbcedad9a38 · outbound

This paper cites an unresolved cited work.

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T17:09:23.319471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:09:23.319471Z digest=sha256:286192171e146c5422964db2904167d8ebe0cc3859202405c680946d24bec863

Pith citing papers

No inbound Pith citation observations are available.