{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T19:44:37Z","timestamp":1765568677627,"version":"3.48.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,3]]},"DOI":"10.1145\/3748636.3763219","type":"proceedings-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T19:11:30Z","timestamp":1765566690000},"page":"1158-1161","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["EfficientLocNet: High-Performance and Lightweight Radio Source Localization with Multi-Scale Attention"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-1994-9090","authenticated-orcid":false,"given":"Thanh Dat","family":"Le","sequence":"first","affiliation":[{"name":"University of North Texas, Denton, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6163-8935","authenticated-orcid":false,"given":"Sourabh","family":"Yadav","sequence":"additional","affiliation":[{"name":"University of North Texas, Denton, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6729-2879","authenticated-orcid":false,"given":"Xinpeng","family":"Xie","sequence":"additional","affiliation":[{"name":"University of North Texas, Denton, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3387-9758","authenticated-orcid":false,"given":"Chenxi","family":"Qiu","sequence":"additional","affiliation":[{"name":"University of North Texas, Denton, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7954-243X","authenticated-orcid":false,"given":"Xinrong","family":"Li","sequence":"additional","affiliation":[{"name":"University of North Texas, Denton, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0575-0156","authenticated-orcid":false,"given":"Yan","family":"Huang","sequence":"additional","affiliation":[{"name":"University of North Texas, Denton, USA"}]}],"member":"320","published-online":{"date-parts":[[2025,12,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2020.3041573"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3313887"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2100015"},{"key":"e_1_3_2_1_5_1","volume-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861","author":"Howard Andrew G","year":"2017","unstructured":"Andrew G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam. 2017. Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861 (2017)."},{"key":"e_1_3_2_1_6_1","volume-title":"Localization Through Deep Learning in New and Low Sampling Rate Environments. In Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, 297\u2013308","author":"Le Thanh Dat","year":"2024","unstructured":"Thanh Dat Le and Yan Huang. 2024. Localization Through Deep Learning in New and Low Sampling Rate Environments. In Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, 297\u2013308."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21041434"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/s24165335"},{"key":"e_1_3_2_1_10_1","volume-title":"Master thesis","author":"William Alexander","unstructured":"William Alexander Locke IV. 2023. Deep Learning Approaches to Radio MAP estimation. In Master thesis. UNT Digital Library, University of North Texas."},{"key":"e_1_3_2_1_11_1","volume-title":"Decoupled weight decay regularization. arXiv preprint arXiv:1711.05101","author":"Loshchilov Ilya","year":"2017","unstructured":"Ilya Loshchilov and Frank Hutter. 2017. Decoupled weight decay regularization. arXiv preprint arXiv:1711.05101 (2017)."},{"key":"e_1_3_2_1_12_1","volume-title":"Utilizing Confidence in Localization Predictions for Improved Spectrum Management. In 2024 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN). IEEE, 483\u2013492","author":"Mitchell Frost","year":"2024","unstructured":"Frost Mitchell, Jie Wang, Aditya Bhaskara, and Sneha Kumar Kasera. 2024. Utilizing Confidence in Localization Predictions for Improved Spectrum Management. In 2024 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN). IEEE, 483\u2013492."},{"key":"e_1_3_2_1_13_1","volume-title":"U-net: Convolutional networks for biomedical image segmentation. In Medical image computing and computer-assisted intervention-MICCAI 2015: 18th international conference","author":"Ronneberger Olaf","year":"2015","unstructured":"Olaf Ronneberger, Philipp Fischer, and Thomas Brox. 2015. U-net: Convolutional networks for biomedical image segmentation. In Medical image computing and computer-assisted intervention-MICCAI 2015: 18th international conference, Munich, Germany, October 5\u20139, 2015, proceedings, part III 18. Springer, 234\u2013241."},{"key":"e_1_3_2_1_14_1","volume-title":"International conference on machine learning. PMLR, 6105\u20136114","author":"Tan Mingxing","year":"2019","unstructured":"Mingxing Tan and Quoc Le. 2019. Efficientnet: Rethinking model scaling for convolutional neural networks. In International conference on machine learning. PMLR, 6105\u20136114."},{"key":"e_1_3_2_1_15_1","volume-title":"Attention is all you need. Advances in neural information processing systems 30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_1_16_1","volume-title":"Dataset of Pathloss and ToA Radio Maps With Localization Application. arXiv preprint:2212.11777","author":"Yapar \u00c7a\u011fkan","year":"2022","unstructured":"\u00c7a\u011fkan Yapar, Ron Levie, Gitta Kutyniok, and Giuseppe Caire. 2022. Dataset of Pathloss and ToA Radio Maps With Localization Application. arXiv preprint:2212.11777 (2022)."},{"key":"e_1_3_2_1_17_1","volume-title":"DeepMTL: Deep Learning Based Multiple Transmitter Localization. In IEEE 22nd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM).","author":"Zhan Caitao","year":"2021","unstructured":"Caitao Zhan, Mohammad Ghaderibaneh, Pranjal Sahu, and Himanshu Gupta. 2021. DeepMTL: Deep Learning Based Multiple Transmitter Localization. In IEEE 22nd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)."},{"key":"e_1_3_2_1_18_1","volume-title":"International conference on machine learning. PMLR, 7354\u20137363","author":"Zhang Han","year":"2019","unstructured":"Han Zhang, Ian Goodfellow, Dimitris Metaxas, and Augustus Odena. 2019. Self-attention generative adversarial networks. In International conference on machine learning. PMLR, 7354\u20137363."}],"event":{"name":"SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems","location":"The Graduate Hotel Minneapolis Minneapolis MN USA","acronym":"SIGSPATIAL '25","sponsor":["SIGSPATIAL ACM Special Interest Group on Spatial Information"]},"container-title":["Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3748636.3763219","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T19:12:11Z","timestamp":1765566731000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3748636.3763219"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,3]]},"references-count":18,"alternative-id":["10.1145\/3748636.3763219","10.1145\/3748636"],"URL":"https:\/\/doi.org\/10.1145\/3748636.3763219","relation":{},"subject":[],"published":{"date-parts":[[2025,11,3]]},"assertion":[{"value":"2025-12-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}