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Paper Citation Record · LEDGER

Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs

As of 18 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 2026-08-18T06:34:40.430872+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:c3a9e7b298409ebb5e736081a62591b63748aaff1ed3e236108e1cca3927f65c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.233183Z digest=sha256:cffa74e2e0e61336e80657e5985e50450a58519f28ea45c09b8e57cef2881b6e

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:f17e43700333ccc5e91b9a2c5458c47923ca71ffb754a951b12b5b581a4422fb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.241179Z digest=sha256:ab6444922f496599a6e4c0747e85c00eeb519ecb025ef8a0875e47aac771ad8a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.244780Z digest=sha256:240ad5dab0fe6325e1d55d6f584d1ab48464a3dede8d16f5aeead3882d4017ca

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.248652Z digest=sha256:7e4657b0a54289216a366cfd8174575ae5bad5f2fe6a6f0fd4a466509f7589af

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=sha256:5fedcd2c4270546e54a26571ec9a994bde27ea7e15a39abcb4a3bbc48e2fcadb

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=sha256:3f1062028b118431942c7a652971183d268696f9c77ed0da5e5cd0eeb2daee62

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=sha256:85837d339274cf8dc25d50c02e94f278084a712f64de91970eeb624aa5553535

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=sha256:9303f8cb9fd61295cdab38a5102b71b45fc93c0e7ed74d18f8824f23527a5c34

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.277066Z digest=sha256:59800899688cc21d47fe6032ff500061df8110ab2c7503c6d1d07fe58c149f7e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.281311Z digest=sha256:197a64c6b66b006b20a5f39c4adaf025ebd09c070b7c758b3a600284f174eaff

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=sha256:6fea932eb947980e833538ec58131bb3606ee7356430b62eade5ee8dc64679ef

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.291655Z digest=sha256:427267c3950decbe779d1da19f06f9bf7015bcffdb90e61d2fab804b008f3079

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:cc862d27601958458fe4b58397da52e34b8b3ebcf99f06caa411a44347d189f0

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=sha256:17c360e985b78971bd4839cd48bcc647da3ff49424c576c9f48f0cd8908ed0c1

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:fb1df373ff4a0e25e13a4c1676db55b9cd944b64e850384fa7f894ff987d3954

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=sha256:171d2c5053d458ffc2771b45a04ad64ef34a2276d1f7cd564d63333c12f9d952

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T17:09:23.313477Z digest=sha256:5067749180a2a1f36aff43a6e3baed84d9fdec008a10316b15b4fa19e2a20d62

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:f47c673823cabec0317f5ebc002eaca357387818d88c5746314698c59e8a49e8

Pith citing papers

No inbound Pith citation observations are available.