{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:11:53Z","timestamp":1774419113725,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10888233","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T13:52:43Z","timestamp":1741787563000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["PQNAS: Mixed-precision Quantization-aware Neural Architecture Search with Pseudo Quantizer"],"prefix":"10.1109","author":[{"given":"Tianxiao","family":"Gao","sequence":"first","affiliation":[{"name":"Ant Group"}]},{"given":"Li","family":"Guo","sequence":"additional","affiliation":[{"name":"Ant Group"}]},{"given":"Shihao","family":"Wang","sequence":"additional","affiliation":[{"name":"Ant Group"}]},{"given":"Shiai","family":"Zhu","sequence":"additional","affiliation":[{"name":"Ant Group"}]},{"given":"Dajiang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Ant Group"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Mixed precision quantization of convnets via differentiable neural architecture search","author":"Wu","year":"2018"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00881"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58517-4_32"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00215"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00529"},{"key":"ref6","first-page":"1074","article-title":"Batchquant: Quantized-for-all architecture search with robust quantizer","volume":"34","author":"Bai","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","article-title":"Estimating or propagating gradients through stochastic neurons for conditional computation","author":"Bengio","year":"2013"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00375"},{"key":"ref9","article-title":"Differentiable model compression via pseudo quantization noise","author":"D\u00e9fossez","year":"2021"},{"key":"ref10","first-page":"35 769","article-title":"Not all bits have equal value: Heterogeneous precisions via trainable noise","volume":"35","author":"Savarese","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00356"},{"key":"ref13","article-title":"Learned step size quantization","author":"Esser","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00286"},{"key":"ref15","article-title":"Overcoming oscillations in quantization-aware training","author":"Nagel","year":"2022"},{"key":"ref16","article-title":"Quantizing deep convolutional networks for efficient inference: A whitepaper","author":"Krishnamoorthi","year":"2018"},{"key":"ref17","article-title":"Once-for-all: Train one network and specialize it for efficient deployment","author":"Cai","year":"2019"},{"key":"ref18","first-page":"9880","article-title":"K-shot nas: Learnable weight-sharing for nas with k-shot supernets","volume-title":"International Conference on Machine Learning","author":"Su"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00635"},{"key":"ref20","first-page":"17 955","article-title":"Cream of the crop: Distilling prioritized paths for one-shot neural architecture search","volume":"33","author":"Peng","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00040"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01202"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58592-1_19"},{"key":"ref24","article-title":"Hqnas: Auto cnn deployment framework for joint quantization and architecture search","author":"Chen","year":"2022"},{"key":"ref25","article-title":"Aciq: Analytical clipping for integer quantization of neural networks","author":"Banner","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.846397"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.2307\/2332226"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10888233.pdf?arnumber=10888233","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:20:34Z","timestamp":1774416034000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10888233\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10888233","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}