{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:30:24Z","timestamp":1784133024432,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,2,17]],"date-time":"2023-02-17T00:00:00Z","timestamp":1676592000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,2,17]]},"DOI":"10.1145\/3587716.3587745","type":"proceedings-article","created":{"date-parts":[[2023,9,7]],"date-time":"2023-09-07T23:27:30Z","timestamp":1694129250000},"page":"177-182","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6539-4130","authenticated-orcid":false,"given":"Zhou","family":"Xun","sequence":"first","affiliation":[{"name":"City University of Hong Kong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1048-4486","authenticated-orcid":false,"given":"Liu","family":"Songbai","sequence":"additional","affiliation":[{"name":"Shenzhen University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7094-2800","authenticated-orcid":false,"given":"Wong","family":"Ka-Chun","sequence":"additional","affiliation":[{"name":"City University of Hong Kong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2415-0401","authenticated-orcid":false,"given":"Lin","family":"Qiuzhen","sequence":"additional","affiliation":[{"name":"Shenzhen University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6802-2463","authenticated-orcid":false,"given":"Tan","family":"Kaychen","sequence":"additional","affiliation":[{"name":"The Hong Kong Polytechnic University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,9,7]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3079985"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_3"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_2"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_8"},{"key":"e_1_3_2_1_5_1","volume-title":"International Conference on Machine Learning, 2902-2911","author":"Real Esteban","year":"2017","unstructured":"Esteban Real, Sherry Moore, Andrew Selle, 2017. Large-scale evolution of image classifiers. International Conference on Machine Learning, 2902-2911."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58526-6_39"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01433"},{"key":"e_1_3_2_1_8_1","unstructured":"Liam Li and Ameet Talwalkar. 2020. Random search and reproducibility for neural architecture search. Uncertainty in artificial intelligence 367-377."},{"key":"e_1_3_2_1_9_1","volume-title":"International Conference on Learning Representation","author":"Yu Kaicheng","year":"2019","unstructured":"Kaicheng Yu, Christian Suito, Martin Jaggi, 2019. Evaluating the search phase of neural architecture search. International Conference on Learning Representation"},{"key":"e_1_3_2_1_10_1","volume-title":"International Conference on Machine Learning, 7105-7114","author":"Ying Chris","year":"2019","unstructured":"Chris Ying, Aaron Klein, Eric Chirstiansen, 2019. Nas-bench-101: Towards reproducible neural architecture search. International Conference on Machine Learning, 7105-7114."},{"key":"e_1_3_2_1_11_1","unstructured":"Xuanyi Dong and Yi Yang. 2020. Nas-bench-201: Extending the scope of reproducible neural architecture search. arXiv preprint arXiv:2001.00326."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00190"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.03.007"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2020.3024708"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"e_1_3_2_1_16_1","volume-title":"Karen Simonyan and Yiming Yang","author":"Liu Hanxiao","year":"2018","unstructured":"Hanxiao Liu, Karen Simonyan and Yiming Yang. 2018. Darts: Differentiable architecture search. arXiv preprint arXiv:1806.09055."},{"key":"e_1_3_2_1_17_1","unstructured":"Renqiang Luo Fei Tan Tao Qian 2018. Neural architecture optimization. Advances in neural information processing systems"},{"key":"e_1_3_2_1_18_1","unstructured":"Bowen Baker Otkrist Gupta 2016. Designing neural network architectures using reinforcement learning. arXiv preprint arXiv:1611.02167"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00938"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3100554"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2005.846666"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Jibin Wu Yansong Chua Malu Zhang 2018. A spiking neural network framework for robust sound classification. Frontiers in neuroscience. 12 836.","DOI":"10.3389\/fnins.2018.00836"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.06.028"},{"key":"e_1_3_2_1_24_1","unstructured":"Hanxiao Liu Karen Simonyan Oriol Vinyals 2017. Hierarchical representations for efficient architecture search. arXiv preprint arXiv:1711.00436."},{"key":"e_1_3_2_1_25_1","volume-title":"International conference on machine learning, 4095-4014","author":"Pham Hieu","year":"2018","unstructured":"Hieu Pham, Melody Guan, Barret Zoph, 2018. Efficient neural architecture search via parameters sharing. International conference on machine learning, 4095-4014."},{"key":"e_1_3_2_1_26_1","unstructured":"Linan Wang Yiyang Zhao Jinnai Yuu 2019. Alphax: exploring neural architectures with deep neural networks and monte carlo tree search. arXiv preprint arXiv:1903.11059."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01203"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01202"},{"key":"e_1_3_2_1_29_1","first-page":"10547","article-title":"Semi-supervised neural architecture search","volume":"33","author":"Luo Renqian","year":"2020","unstructured":"Renqian Luo, Xu Tan, Rui Wang, 2020. Semi-supervised neural architecture search. Advances in Neural Information Processing Systems, 33, 10547-10557.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_30_1","first-page":"12486","article-title":"Does unsupervised architecture representation learning help neural architecture search","volume":"33","author":"Yan Shen","year":"2020","unstructured":"Shen Yan, Yu Zheng, Wei Ao, 2020. Does unsupervised architecture representation learning help neural architecture search? Advances in Neural Information Processing Systems, 33, 12486-12498.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17233"}],"event":{"name":"ICMLC 2023: 2023 15th International Conference on Machine Learning and Computing","location":"Zhuhai China","acronym":"ICMLC 2023"},"container-title":["Proceedings of the 2023 15th International Conference on Machine Learning and Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587716.3587745","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3587716.3587745","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:07:59Z","timestamp":1750183679000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3587716.3587745"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,17]]},"references-count":31,"alternative-id":["10.1145\/3587716.3587745","10.1145\/3587716"],"URL":"https:\/\/doi.org\/10.1145\/3587716.3587745","relation":{},"subject":[],"published":{"date-parts":[[2023,2,17]]},"assertion":[{"value":"2023-09-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}