| 2023 | CIKM | MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. | Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki |
| 2021 | AAAI | AttnMove: History Enhanced Trajectory Recovery via Attentional Network. | Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li |
| 2021 | ICDM | Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction. | Mingyang Zhang, Yong Li, Funing Sun, Diansheng Guo, Pan Hui |
| 2020 | IJCAI | A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling. | Jie Feng, Ziqian Lin, Tong Xia, Funing Sun, Diansheng Guo, Yong Li |
| 2019 | WWW | Understanding Urban Dynamics via State-sharing Hidden Markov Model. | Tong Xia, Yue Yu, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li |
| 2019 | WWW | No More than What I Post: Preventing Linkage Attacks on Check-in Services. | Fengli Xu, Zhen Tu, Hongjia Huang, Shuhao Chang, Funing Sun, Diansheng Guo, Yong Li |
| 2009 | ICDM | Greedy Optimization for Contiguity-Constrained Hierarchical Clustering. | Diansheng Guo |
| 2009 | ICDM | Understanding Climate Change Patterns with Multivariate Geovisualization. | Hai Jin, Diansheng Guo |