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Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting Journal article
Guo, Xianwei, Yu, Zhiyong, Huang, Fangwan, Chen, Xing, Yang, Dingqi, Wang, Jiangtao. Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting[J]. Neural Networks, 2025, 181, 106805.
Authors:  Guo, Xianwei;  Yu, Zhiyong;  Huang, Fangwan;  Chen, Xing;  Yang, Dingqi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Dynamic Graph Generation  Heterogeneity  Meta-graph  Spatiotemporal Graph Forecasting  
Animating the Crowd Mirage: A WiFi-Positioning-Based Crowd Mobility Digital Twin for Smart Campuses Journal article
Chen, Chunhua, Yang, Yuxin, Yuan, Hao, Chen, Longbiao, Wang, Leye, Qu, Bingqing, Yang, Dingqi. Animating the Crowd Mirage: A WiFi-Positioning-Based Crowd Mobility Digital Twin for Smart Campuses[J]. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies-IMWUT, 2024, 8(4), 158.
Authors:  Chen, Chunhua;  Yang, Yuxin;  Yuan, Hao;  Chen, Longbiao;  Wang, Leye; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/12/05
Crowd Flow  Digital Twins  Mobility Simulation  Smart Campus  
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffc Speed Prediction Conference paper
YICHENG ZHOU, PENGFEI WANG, HAO DONG, DENGHUI ZHANG, DINGQI YANG, YANJIE FU, WANG PENGYANG. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffc Speed Prediction[C], 2024.
Authors:  YICHENG ZHOU;  PENGFEI WANG;  HAO DONG;  DENGHUI ZHANG;  DINGQI YANG; et al.
Favorite |  | Submit date：2024/08/28
2024 International Symposium on Educational Technology: Artificial Intelligence in Education Book
Chui, Kwok Tai, Hui, Yan Keung, Yang, Dingqi, Lee, Lap-Kei, Wong, Leung-Pun, Reynolds, Barry Lee. 2024 International Symposium on Educational Technology: Artificial Intelligence in Education[M]. Danvers, MA, USA:IEEE Computer Society, 2024.
Authors:  Chui, Kwok Tai;  Hui, Yan Keung;  Yang, Dingqi;  Lee, Lap-Kei;  Wong, Leung-Pun; et al.
Favorite |  | Submit date：2024/08/28
ProtoRectifier: A Prototype Rectification Framework for Efficient Cross-Domain Text Classification with Limited Labeled Samples Conference paper
ZHAO Shiyao, WANG Zhu, YANG DINGQI, LI Xuejing, GUO Bin, YU Zhiwen. ProtoRectifier: A Prototype Rectification Framework for Efficient Cross-Domain Text Classification with Limited Labeled Samples[C], 2024.
Authors:  ZHAO Shiyao;  WANG Zhu;  YANG DINGQI;  LI Xuejing;  GUO Bin; et al.
Favorite |  | Submit date：2024/08/20
Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction Journal article
Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, Philippe Cudre-Mauroux. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36(6), 2614-2628.
Authors:  Yuhuan Lu;  Dingqi Yang;  Pengyang Wang;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2023/12/13
Hyper-relation  Knowledge Graph Embedding  Link Prediction  Schema  
CrowdBot: An Open-Environment Robot Management System for On-Campus Services Journal article
Wang, Yufei, Zeng, Wenting, Liu, Changzhen, Ye, Zhuohan, Sun, Jiawei, Ji, Junxiang, Jiang, Zhihan, Yan, Xianyi, Wu, Yongyi, Wang, Yigao, Yang, Dingqi, Wang, Leye, Zhang, Daqing, Wang, Cheng, Chen, Longbiao. CrowdBot: An Open-Environment Robot Management System for On-Campus Services[J]. PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2024, 8(2), 80.
Authors:  Wang, Yufei;  Zeng, Wenting;  Liu, Changzhen;  Ye, Zhuohan;  Sun, Jiawei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/06/05
Crowdsensing  Dynamic Task Schedule  Equipment-swappable Robots  Online Streaming Task Assignment  Reinforcement Learning  Robot Management  
Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning Conference paper
Yu, Weijian, Yang, Jie, Yang, Dingqi. Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning[C], New York, NY, United States:Association for Computing Machinery, 2024, 2282-2293.
Authors:  Yu, Weijian;  Yang, Jie;  Yang, Dingqi
Favorite | TC[Scopus]:2 | Submit date：2024/06/05
Hyper-relation  Link Prediction  Noisy Knowledge Graph  
Spatiotemporal Fracture Data Inference in Sparse Mobile Crowdsensing: A Graph-and Attention-Based Approach Journal article
Guo, Xianwei, Huang, Fangwan, Yang, Dingqi, Tu, Chunyu, Yu, Zhiyong, Guo, Wenzhong. Spatiotemporal Fracture Data Inference in Sparse Mobile Crowdsensing: A Graph-and Attention-Based Approach[J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 32(2), 1631-1644.
Authors:  Guo, Xianwei;  Huang, Fangwan;  Yang, Dingqi;  Tu, Chunyu;  Yu, Zhiyong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:3  IF:3.0/3.6 | Submit date：2024/02/22
Mobile Crowdsensing  Spatiotemporal Fracture Data Inference  Graph Attention Networks  Transformer  
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation Conference paper
Zhang, Zhaofan, Xiao, Yanan, Jiang, Lu, Yang, Dingqi, Yin, Minghao, Wang, Pengyang. Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation[C], 2024, 9396-9404.
Authors:  Zhang, Zhaofan;  Xiao, Yanan;  Jiang, Lu;  Yang, Dingqi;  Yin, Minghao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:5 | Submit date：2024/05/16
Dmkm: Mining Of Spatial  TempOral Or spatio-TempOral Data  Dmkm: Recommender Systems