{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:47:47Z","timestamp":1755794867476,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,7,20]],"date-time":"2025-07-20T00:00:00Z","timestamp":1752969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62394332,62272023,U24B20171"],"award-info":[{"award-number":["62394332,62272023,U24B20171"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,20]]},"DOI":"10.1145\/3690624.3709380","type":"proceedings-article","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T18:44:43Z","timestamp":1743792283000},"page":"2827-2836","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Large-scale Human Mobility Data Regeneration for Open Urban Research"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-2736-9832","authenticated-orcid":false,"given":"Ruixing","family":"Zhang","sequence":"first","affiliation":[{"name":"The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-4442-2574","authenticated-orcid":false,"given":"Yunqi","family":"Liu","sequence":"additional","affiliation":[{"name":"The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1989-8231","authenticated-orcid":false,"given":"Liangzhe","family":"Han","sequence":"additional","affiliation":[{"name":"The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0157-1716","authenticated-orcid":false,"given":"Leilei","family":"Sun","sequence":"additional","affiliation":[{"name":"The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China, & The Key Laboratory of Data Science and Intelligent Computing, International Innovation Institute, Beihang University, Hangzhou, Zhejiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9030-8495","authenticated-orcid":false,"given":"Chuanren","family":"Liu","sequence":"additional","affiliation":[{"name":"Business Analytics and Statistics, Haslam College of Business, The University of Tennessee, Knoxville, Tennessee, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9128-3716","authenticated-orcid":false,"given":"Jibin","family":"Wang","sequence":"additional","affiliation":[{"name":"China Mobile Group IT Center, Xicheng, Beijing, China, & The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0227-0891","authenticated-orcid":false,"given":"Weifeng","family":"Lv","sequence":"additional","affiliation":[{"name":"The State Key Laboratory of Complex and Critical Software Environment, Beihang University, Haidian, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,7,20]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Jamie Ryan Kiros, and Geoffrey E. Hinton","author":"Ba Lei Jimmy","year":"2016","unstructured":"Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. CoRR, Vol. abs\/1607.06450 (2016). showeprint[arXiv]1607.06450 http:\/\/arxiv.org\/abs\/1607.06450"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.NEUCOM.2020.03.120nolinkurl10.1016\/J.NEUCOM.2020.03.120"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2024.2312199"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/s44284-023-00007-3"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/V1\/N19-1423nolinkurl10.18653\/V1\/N19--1423"},{"volume-title":"Markov processes","author":"Dynkin Evgeni Borisovich","key":"e_1_3_2_1_6_1","unstructured":"Evgeni Borisovich Dynkin and Evgenij Borisovi Dynkin. 1965. Markov processes. Springer."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.JNCA.2017.10.017nolinkurl10.1016\/J.JNCA.2017.10.017"},{"key":"e_1_3_2_1_8_1","volume-title":"C Jessica E Metcalf, Bryan T Grenfell, John R Giles, Shruti Mehta, Sunil Solomon, Alain Labrique, Nishant Kishore, et al.","author":"Grantz Kyra H","year":"2020","unstructured":"Kyra H Grantz, Hannah R Meredith, Derek AT Cummings, C Jessica E Metcalf, Bryan T Grenfell, John R Giles, Shruti Mehta, Sunil Solomon, Alain Labrique, Nishant Kishore, et al. 2020. The use of mobile phone data to inform analysis of COVID-19 pandemic epidemiology. Nature communications, Vol. 11, 1 (2020), 4961."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553nolinkurl10.1109\/CVPR52688.2022.01553"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2019.23442"},{"volume-title":"Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems","author":"Jain Shashank Mohan","key":"e_1_3_2_1_11_1","unstructured":"Shashank Mohan Jain. 2022. Hugging face. In Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems. Springer, 51--67."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1609\/AAAI.V37I4.25557nolinkurl10.1609\/AAAI.V37I4.25557"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3250660nolinkurl10.1109\/TITS.2023.3250660"},{"key":"e_1_3_2_1_14_1","volume-title":"Kingma and Jimmy Ba","author":"Diederik","year":"2015","unstructured":"Diederik P. Kingma and Jimmy Ba. 2015. Adam: A Method for Stochastic Optimization. In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds.)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00226nolinkurl10.1109\/CVPR52688.2022.00226"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00213"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599888"},{"key":"e_1_3_2_1_18_1","volume-title":"moreiraMatias","author":"Meghan O'Connell Wendy Kan","year":"2015","unstructured":"Wendy Kan Meghan O'Connell, moreiraMatias. 2015. ECML\/PKDD 15: Taxi Trajectory Prediction (I). https:\/\/kaggle.com\/competitions\/pkdd-15-predict-taxi-service-trajectory-i"},{"key":"e_1_3_2_1_19_1","volume-title":"High-Performance Deep Learning Library. In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019","author":"Paszke Adam","year":"2019","unstructured":"Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas K\u00f6pf, Edward Z. Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala. 2019. PyTorch: An Imperative Style, High-Performance Deep Learning Library. In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alch\u00e9-Buc, Emily B. Fox, and Roman Garnett (Eds.). 8024--8035."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1061\/JTEPBS.0000580"},{"key":"e_1_3_2_1_21_1","volume-title":"Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is All you Need. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, and Roman Garnett (Eds.). 5998--6008. https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1080\/24694452.2020.1773232"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2695438nolinkurl10.1109\/TITS.2017.2695438"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3542671"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.FUTURE.2022.12.027nolinkurl10.1016\/J.FUTURE.2022.12.027"},{"key":"e_1_3_2_1_26_1","unstructured":"Yu Zheng Hao Fu Xing Xie Wei-Ying Ma and Quannan Li. 2011. Geolife GPS trajectory dataset - User Guide geolife gps trajectories 1.1 ed.). https:\/\/www.microsoft.com\/en-us\/research\/publication\/geolife-gps-trajectory-dataset-user-guide\/"},{"key":"e_1_3_2_1_27_1","volume-title":"DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model. In Thirty-seventh Conference on Neural Information Processing Systems.","author":"Zhu Yuanshao","year":"2023","unstructured":"Yuanshao Zhu, Yongchao Ye, Shiyao Zhang, Xiangyu Zhao, and James Yu. 2023. DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model. In Thirty-seventh Conference on Neural Information Processing Systems."}],"event":{"name":"KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"Toronto ON Canada","acronym":"KDD '25"},"container-title":["Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3690624.3709380","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3690624.3709380","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,16]],"date-time":"2025-08-16T15:44:05Z","timestamp":1755359045000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3690624.3709380"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,20]]},"references-count":27,"alternative-id":["10.1145\/3690624.3709380","10.1145\/3690624"],"URL":"https:\/\/doi.org\/10.1145\/3690624.3709380","relation":{},"subject":[],"published":{"date-parts":[[2025,7,20]]},"assertion":[{"value":"2025-07-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}