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Semi-supervised Drifted Stream Learning with Short Lookback Conference paper
Proceedings - The 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD, Washington D.C., 2022-08-14
Authors:  Weijieying Ren;  Pengyang Wang;  Xiaolin Li;  Charles E. Hughes;  Yanjie Fu
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Research on Key Technology of Intelligent Traffic Management Based on Spatio-temporal Graph: Taking Macau and Beijing as Examples Project
项目编号: 0109/2022/AFJ, 2022-
Authors:  Pengyang Wang
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Perceiving the Real-World: Representation Learning for Spatial-Temporal Graph Data Presentation
会议地点: Hong Kong University of Science and Technology, 会议日期: 2022-03-25, 报告日期: 2022-03-01
Authors:  Pengyang Wang
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Research on Meta-Learning Methods for Cross-Domain Generalization of Prediction Tasks in Urban Internet-of-Things Project
项目编号: 0053/2022/A, 2022-
Authors:  Pengyang Wang
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Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation Journal article
ACM Transactions on Spatial Algorithms and Systems, 2022
Authors:  Dongjie Wang;  Yanjie Fu;  Kunpeng Liu;  Fanglan Chen;  Pengyang Wang;  Chang-Tien Lu
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RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Journal article
IEEE Transactions on Big Data, 2022
Authors:  Qiao, Ziyue;  Fu, Yanjie;  Wang, Pengyang;  Xiao, Meng;  Ning, Zhiyuan;  Du, Yi;  Zhou, Yuanchun
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Computational Modeling  Contrastive Learning  Data Mining  Data Models  Graph Representation Learning  Pre-training  Predictive Models  Semantics  Task Analysis  Transformer  Transformers  
Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification Conference paper
Proceedings - IEEE International Conference on Data Mining, ICDM, Auckland, 2021-12-07
Authors:  Xiao, Meng;  Qiao, Ziyue;  Fu, Yanjie;  Du, Yi;  Wang, Pengyang;  Zhou, Yuanchun
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A Data-Driven Perspective for Intelligent Urban Planning Presentation
会议地点: Seoul National University, 会议日期: 2021-12-10, 报告日期: 2021-12-01
Authors:  Pengyang Wang
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Spatial-Temporal Representation Learning for Driving Behavior Analysis Presentation
会议地点: First Macao Conference on Smart City Technologies, University of Macau, 会议日期: 2021-12-13, 报告日期: 2021-12-01
Authors:  Pengyang Wang
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Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning Conference paper
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems
Authors:  Wang, Dongjie;  Liu, Kunpeng;  Mohaisen, David;  Wang, Pengyang;  Lu, Chang Tien;  Fu, Yanjie
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spatial representation learning K@multiple spaces alignment