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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
  Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/28 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/26 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/28 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/26 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/28 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/17
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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/06/15 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/28 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/30 |
| 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
Favorite | | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/12/08
spatial representation learning K@multiple spaces alignment |
