Paper Citation Record · LEDGER

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration

As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2501.05339.

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

pith.paper-citation-record.v1
2501.05339 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:17:40.917122Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy13
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ca3aaef-b450-41d8-af40-4bb5bb2d66ec · outbound

This paper cites , " * write output.state after.block = add.period write newline.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.690873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a945bbb-c2a9-4ea2-b68a-7f723abee808 · outbound

This paper cites write newline.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.696731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9af1a81-9ab3-455a-a311-f96f44f37f9b · outbound

This paper cites S.; Dudziak, .; Chau, T.; Lee, R.; Kim, H.; and Lane, N.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration S.; Dudziak, .; Chau, T.; Lee, R.; Kim, H.; and Lane, N

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.698468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8a13aef-6f35-4a10-8233-e74ecd3eaa85 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.684611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a8a5f917-8b51-4550-afb3-35c8a881a96e · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.712731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a576e420-bc2f-4a03-a7e5-6bb7b692e155 · outbound

This paper cites Once-for-All: Train One Network and Specialize it for Efficient Deployment.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Once-for-All: Train One Network and Specialize it for Efficient Deployment

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.717763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b92bde9-f2c1-42ab-8b55-70289ab19024 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.669022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e233791-f623-49ac-a39c-538dedd69755 · outbound

This paper cites S.; and Sze, V.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration S.; and Sze, V

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.655461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7c723fc-13ce-4dce-bc58-aef54525e53e · outbound

This paper cites PACT: Parameterized Clipping Activation for Quantized Neural Networks.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration PACT: Parameterized Clipping Activation for Quantized Neural Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.736184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e6ca89d-3faa-48fb-93ca-02a674efdebf · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.641093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7993e4e-c978-4a5b-9803-b4032cfe6f17 · outbound

This paper cites W.; and Keutzer, K.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration W.; and Keutzer, K

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.625061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5575b6d2-1ae3-49c4-8e75-67aa5746538b · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.610946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e5bfff5c-d975-4cc5-b53c-322e4be84717 · outbound

This paper cites Learned Step Size Quantization.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Learned Step Size Quantization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.757068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e60b6b7-851f-46b3-b80e-c8f92e6fd491 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.597007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c80af2ad-7fd3-46a0-9e08-1eadc571f2fb · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.582055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c17a362c-145a-4e08-ab27-01c7ee3ff65e · outbound

This paper cites Y.; Yu, J.; Park, N.; Kim, Y.; and Lee, J.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Y.; Yu, J.; Park, N.; Kim, Y.; and Lee, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.566112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 34822ec2-b285-4789-989f-7bc8bae048cc · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.544671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e0da877-4fea-4061-adc5-9e848f3b24e5 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Categorical Reparameterization with Gumbel-Softmax

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.779908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a85b43-45fd-48c3-9e86-c05df0241cdb · outbound

This paper cites H.-M.; Zhuge, Q.; Gu, S.; Dasgupta, S.; Shi, Y.; and Hu, J.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration H.-M.; Zhuge, Q.; Gu, S.; Dasgupta, S.; Shi, Y.; and Hu, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.437223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7c747071-9f5f-40bb-a993-a863f129b612 · outbound

This paper cites P.; Young, C.; Patil, N.; Patterson, D.; Agrawal, G.; Bajwa, R.; Bates, S.; Bhatia, S.; Boden, N.; Borchers, A.; et al.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration P.; Young, C.; Patil, N.; Patterson, D.; Agrawal, G.; Bajwa, R.; Bates, S.; Bhatia, S.; Boden, N.; Borchers, A.; et al

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.422383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 90d941ff-c947-4ea3-8630-c1873b591299 · outbound

This paper cites H.; Yoo, S.; and Kim, H.-S.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration H.; Yoo, S.; and Kim, H.-S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.407473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e13ece0-0f2b-4699-975b-3bf5609e56b0 · outbound

This paper cites HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.801148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea800d3-314b-44d3-8941-8cf3afc6e060 · outbound

This paper cites M.; Anagnostopoulos, I.; Li, R.; and Shu, T.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration M.; Anagnostopoulos, I.; Li, R.; and Shu, T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.393158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc5d55de-9c33-4611-a699-623135bbd87f · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.377964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0d20c6b-7038-4eda-944c-8346bed968dd · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.363453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e815b49-bed4-412c-82df-38f278816364 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.348591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d2618fe-4663-4adc-a8e5-f08156189324 · outbound

This paper cites DARTS: Differentiable Architecture Search.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration DARTS: Differentiable Architecture Search

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.826766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 344cc465-74a4-4bd4-a0d8-a7e7c8555c17 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.331948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 73f4866a-b8d8-4375-b4b8-a99373e89489 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.318314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 526a94e7-2d21-4369-aa51-7abecbe52d5f · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.304117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2057ddc7-b80c-445d-94ad-4bb917672e32 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.289545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17e7189d-b7e1-4fb8-bd83-99d4ebae8835 · outbound

This paper cites W.; and Dally, W.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration W.; and Dally, W

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.274228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fff1d639-044b-4304-81b3-899eb331a8eb · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.258742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 316aaf57-44b3-46e0-b0fa-89e49116b50d · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.243379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 995c7878-458f-4425-8ae7-72d4d286aa7b · outbound

This paper cites S.; and Cristal, A.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration S.; and Cristal, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.228248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 31473b20-1865-4e03-a9a2-74a42276dcaa · outbound

This paper cites K.; Chandra, V.; and Esmaeilzadeh, H.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration K.; Chandra, V.; and Esmaeilzadeh, H

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.212530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66e51997-c351-4e89-91d0-33adf789eca1 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.196956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 615b9104-1fb5-41a3-b2df-3042de0cc61a · outbound

This paper cites R.; Venkatesan, R.; Dai, S.; Khailany, B.; and Raghunathan, A.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration R.; Venkatesan, R.; Dai, S.; Khailany, B.; and Raghunathan, A

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:17:40.879004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d6bb11-e030-4c8f-958a-ad88537ed843 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.172330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c64aaaa9-0020-4707-8de8-885c22b6535a · outbound

This paper cites L.; Jiang, H.; Xu, J.; Cao, T.; Zhang, Q.; Yang, Y.; Wang, Z.; and Yang, M.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration L.; Jiang, H.; Xu, J.; Cao, T.; Zhang, Q.; Yang, Y.; Wang, Z.; and Yang, M

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.158330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63f16b43-3b8b-41ac-9e30-f5183b1320ba · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.141405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13fe48e7-2958-4b28-a588-8b24d26e5d5a · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.125368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d2a7820-fc3a-4801-ac6b-e7aec2efe1ef · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.109511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 96cefd7f-9e7f-439a-bfd1-fa0866be9989 · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.094964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f36e806c-6ff6-4ca9-ae01-c0c81834672d · outbound

This paper cites an unresolved cited work.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:17:41.079745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 47aaf52a-3637-4ff3-99e9-e9dbc3b2d2cb · outbound

This paper cites L.; Yang, Y.; Jiang, Y.; Zhu, W.; and Liu, Y.

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration L.; Yang, Y.; Jiang, Y.; Zhu, W.; and Liu, Y

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:17:41.065457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.