Yuxuan Liang

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Roger ZimmermannProfessor of Computer Science, National University of SingaporePatvirtintas el. paštas comp.nus.edu.sg
Qingsong Wen (文青松)Head of AI & Chief Scientist @ Squirrel AIPatvirtintas el. paštas gatech.edu
Junbo Zhang（张钧波）JD Intelligent Cities Research | JD TechnologyPatvirtintas el. paštas jd.com
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Tech., Head of JD Intelligent Cities ResearchPatvirtintas el. paštas jd.com
Yiwei WangUniversity of California at MercedPatvirtintas el. paštas ucmerced.edu
David S. RosenblumGeorge Mason UniversityPatvirtintas el. paštas alumni.stanford.edu
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityPatvirtintas el. paštas griffith.edu.au
Ming JinAssistant Professor, School of ICT, Griffith UniversityPatvirtintas el. paštas griffith.edu.au
Kun Wang @ NTUPh.D-USTC @ NTU-Postdoc @Squirrel AIPatvirtintas el. paštas mail.ustc.edu.cn
Xu LiuNational University of SingaporePatvirtintas el. paštas u.nus.edu
Yutong XiaInstitute of Data Science, National University of SingaporePatvirtintas el. paštas u.nus.edu
Kun OuyangNational University of SingaporePatvirtintas el. paštas comp.nus.edu.sg
Songyu KeFuzhou UniversityPatvirtintas el. paštas fzu.edu.cn
Zekun TongNational University of SingaporePatvirtintas el. paštas u.nus.edu
Sijie RuanAssistant Professor, Beijing Institute of TechnologyPatvirtintas el. paštas bit.edu.cn
Zhengyang ZhouUniversity of Science and Technology of ChinaPatvirtintas el. paštas mail.ustc.edu.cn
Yang WangUniversity of Science and Technology of ChinaPatvirtintas el. paštas ustc.edu.cn
Chao HuangAssistant Professor of Computer Science, University of Hong KongPatvirtintas el. paštas hku.hk
Siru ZhongPhD student, Hong Kong University of Science and Technology (Guangzhou)Patvirtintas el. paštas hkust-gz.edu.cn
Junfeng HuNational University of SingaporePatvirtintas el. paštas u.nus.edu

Stebėti

Yuxuan Liang

Assistant Professor, Hong Kong University of Science and Technology (Guangzhou)

Patvirtintas el. paštas hkust-gz.edu.cn - Pagrindinis puslapis

Spatio-Temporal Data Mining Urban Computing Foundation Model Time Series Multimodal


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Urban traffic prediction from spatio-temporal data using deep meta learning Z Pan, Y Liang, W Wang, Y Yu, Y Zheng, J Zhang Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	598	2019
Geoman: Multi-level attention networks for geo-sensory time series prediction. Y Liang, S Ke, J Zhang, X Yi, Y Zheng IJCAI 2018, 3428-3434, 2018	580	2018
Time-llm: Time series forecasting by reprogramming large language models M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ... ICLR 2024, 2023	445	2023
Urban water quality prediction based on multi-task multi-view learning Y Liu, Y Zheng, Y Liang, S Liu, DS Rosenblum Proceedings of the 25th international joint conference on artificial …, 2016	242	2016
Predicting citywide crowd flows in irregular regions using multi-view graph convolutional networks J Sun, J Zhang, Q Li, X Yi, Y Liang, Y Zheng IEEE Transactions on Knowledge and Data Engineering 34 (5), 2348-2359, 2020	239	2020
Spatio-temporal graph neural networks for predictive learning in urban computing: A survey G Jin, Y Liang, Y Fang, Z Shao, J Huang, J Zhang, Y Zheng IEEE Transactions on Knowledge and Data Engineering 36 (10), 5388-5408, 2023	235	2023
Mixup for node and graph classification Y Wang, W Wang, Y Liang, Y Cai, B Hooi Proceedings of the Web Conference 2021, 3663-3674, 2021	211	2021
Federated forest Y Liu, Y Liu, Z Liu, Y Liang, C Meng, J Zhang, Y Zheng IEEE Transactions on Big Data 8 (3), 843-854, 2020	207	2020
Nodeaug: Semi-supervised node classification with data augmentation Y Wang, W Wang, Y Liang, Y Cai, J Liu, B Hooi Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	165	2020
Spatio-temporal meta learning for urban traffic prediction Z Pan, W Zhang, Y Liang, W Zhang, Y Yu, J Zhang, Y Zheng IEEE Transactions on Knowledge and Data Engineering 34 (3), 1462-1476, 2020	148	2020
Urbanfm: Inferring fine-grained urban flows Y Liang, K Ouyang, L Jing, S Ruan, Y Liu, J Zhang, DS Rosenblum, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	146	2019
Directed graph convolutional network Z Tong, Y Liang, C Sun, DS Rosenblum, A Lim arXiv preprint arXiv:2004.13970, 2020	138	2020
Self-supervised learning for time series analysis: Taxonomy, progress, and prospects K Zhang, Q Wen, C Zhang, R Cai, M Jin, Y Liu, JY Zhang, Y Liang, ... IEEE transactions on pattern analysis and machine intelligence, 2024	134	2024
Multi-behavior hypergraph-enhanced transformer for sequential recommendation Y Yang, C Huang, L Xia, Y Liang, Y Yu, C Li Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022	127	2022
Large models for time series and spatio-temporal data: A survey and outlook M Jin, Q Wen, Y Liang, C Zhang, S Xue, X Wang, J Zhang, Y Wang, ... arXiv preprint arXiv:2310.10196, 2023	118	2023
Airformer: Predicting nationwide air quality in china with transformers Y Liang, Y Xia, S Ke, Y Wang, Q Wen, J Zhang, Y Zheng, R Zimmermann Proceedings of the AAAI conference on artificial intelligence 37 (12), 14329 …, 2023	111	2023
Digraph inception convolutional networks Z Tong, Y Liang, C Sun, X Li, D Rosenblum, A Lim Advances in neural information processing systems 33, 17907-17918, 2020	107	2020
Autost: Efficient neural architecture search for spatio-temporal prediction T Li, J Zhang, K Bao, Y Liang, Y Li, Y Zheng Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	104	2020
Foundation models for time series analysis: A tutorial and survey Y Liang, H Wen, Y Nie, Y Jiang, M Jin, D Song, S Pan, Q Wen Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024	101	2024
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱ Z Pan, S Ke, X Yang, Y Liang, Y Yu, J Zhang, Y Zheng Proceedings of the Web Conference 2021, 1846-1855, 2021	91	2021

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