Du Yin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Learning Models

Weather Forecasting

Top Venues

Publications

Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora Salim
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned. CoRR (2024)
Jiewen Deng, Jinliang Deng, Du Yin, Renhe Jiang, Xuan Song
TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, Flora Salim
XXLTraffic: Expanding and Extremely Long Traffic Dataset for Ultra-Dynamic Forecasting Challenges. CoRR (2024)
Yongkang Li, Zipei Fan, Du Yin, Renhe Jiang, Jinliang Deng, Xuan Song
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation. World Wide Web (WWW) 26 (4) (2023)
Du Yin, Renhe Jiang, Jiewen Deng, Yongkang Li, Yi Xie, Zhongyi Wang, Yifan Zhou, Xuan Song, Jedi S. Shang
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction. GeoInformatica 27 (1) (2023)
Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, Ivor W. Tsang
Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting. CoRR (2023)
Yizhuo Wang, Renhe Jiang, Hangchen Liu, Du Yin, Xuan Song
Sequence-Graph Fusion Neural Network for User Mobile App Behavior Prediction. ECML/PKDD (6) (2023)
Haoyuan Ma, Mintao Zhou, Xiaodong Ouyang, Du Yin, Renhe Jiang, Xuan Song
Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset. ITSC (2022)
Yongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility. CIKM (2022)
Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction. CIKM (2021)
Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction. CoRR (2021)