{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:57:02Z","timestamp":1759334222513,"version":"build-2065373602"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62472209"],"award-info":[{"award-number":["62472209"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013058","name":"Primary Research and Development Plan of Jiangsu Province","doi-asserted-by":"publisher","award":["BE2023025-2"],"award-info":[{"award-number":["BE2023025-2"]}],"id":[{"id":"10.13039\/501100013058","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,16]]},"DOI":"10.1109\/qrs65678.2025.00039","type":"proceedings-article","created":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T17:51:28Z","timestamp":1759168288000},"page":"304-314","source":"Crossref","is-referenced-by-count":0,"title":["Boosting the Cost-Effectiveness of Metamorphic Test Case Pair Selection for DNN Testing with Surrogate Model"],"prefix":"10.1109","author":[{"given":"Jialin","family":"Fan","sequence":"first","affiliation":[{"name":"School of Intelligence Science and Technology, Nanjing University,Suzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingling","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Nanjing University,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengyou","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Nanjing University,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huayao","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Nanjing University,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changhai","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Computer Science, Nanjing University,Nanjing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/01431160600746456"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref3","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","volume":"28","author":"Ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref4","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in neural information processing systems"},{"journal-title":"Tesla: Who\u2019s responsible when an autonomous car crashes?","year":"2016","author":"McFarland","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-020-09881-0"},{"key":"ref7","article-title":"Metamorphic testing: a new approach for generating next test cases","author":"Chen","year":"2020","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3551349.3556919"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468569"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.1145\/3324884.3416584","article-title":"Metamorphic object insertion for testing object detection systems","volume-title":"Proceedings of the 35th IEEE\/ACM International Conference on Automated Software Engineering","author":"Wang","year":"2020"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510206"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678670"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2020.3009698"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3512290.3528697"},{"journal-title":"Auto-encoding variational bayes","year":"2013","author":"Kingma","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3639106"},{"key":"ref18","first-page":"141","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"journal-title":"Learning multiple layers of features from tiny images","year":"2009","author":"Krizhevsky","key":"ref19"},{"volume-title":"The oxford-iiit pet dataset","year":"2012","author":"Parkhi","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00453"},{"key":"ref22","article-title":"Generating sentences from a continuous space","author":"Bowman","year":"2015","journal-title":"arXiv preprint"},{"key":"ref23","article-title":"Optimizing the latent space of generative networks","author":"Bojanowski","year":"2017","journal-title":"arXiv preprint"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.29007\/1mjd"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"issue":"11","key":"ref27","article-title":"Visualizing data using t-sne","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of machine learning research"},{"key":"ref28","article-title":"Umap: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018","journal-title":"arXiv preprint"},{"key":"ref29","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv preprint"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3446650"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3417330"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/QRS54544.2021.00027"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3533767.3534375"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2019.2962027"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2020.2972266"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/AITest.2019.00019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2020.110574"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/QRS-C63300.2024.00071"},{"key":"ref39","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1145\/2970276.2970311","article-title":"Testing advanced driver assistance systems using multi-objective search and neural networks","volume-title":"Proceedings of the 31st IEEE\/ACM international conference on automated software engineering","author":"Ben Abdessalem","year":"2016"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2017.8317768"}],"event":{"name":"2025 25th International Conference on Software Quality, Reliability and Security (QRS)","start":{"date-parts":[[2025,7,16]]},"location":"Hangzhou, China","end":{"date-parts":[[2025,7,20]]}},"container-title":["2025 25th International Conference on Software Quality, Reliability and Security (QRS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11173421\/11173424\/11173480.pdf?arnumber=11173480","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T12:48:04Z","timestamp":1759236484000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11173480\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,16]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/qrs65678.2025.00039","relation":{},"subject":[],"published":{"date-parts":[[2025,7,16]]}}}