Publications

Filter by type:
. NodeAug: Semi-Supervised Node Classification with Data Augmentation. KDD, 2020.

. AutoST: Efficient Neural Architecture Search forSpatio-Temporal Prediction. KDD, 2020.

. Spatio-Temporal Meta Learning for Urban Traffic Prediction. IEEE Transactions on Knowledge and Data Engineering, 2020.

. Federated Forest. IEEE Transactions on Big Data, 2020.

PDF

. Unsupervised Learning of Disentangled Location Embeddings. IJCNN, 2020.

Preprint

. Revisiting Convolutional Neural Networks for Urban Flow Analytics. arxiv, 2020.

PDF

. Predicting Urban Water Quality with Ubiquitous Data. IEEE Transactions on Big Data, 2020.

PDF

. Fine-Grained Urban Flow Inference. arxiv, 2020.

PDF

. Dynamic Public Resource Allocation based on Human Mobility Prediction. UbiComp, 2020.

. Learning to Generate Maps from Trajectories. AAAI, 2019.

PDF

. Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking. IJCAI, 2019.

PDF

. UrbanFM: Inferring Fine-Grained Urban Flows. KDD, 2019.

PDF Code Dataset Video

. Urban Traffic Prediction from Spatio-Temporal Data using Deep Meta Learning. KDD, 2019.

PDF Code Dataset Video

. HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting. arxiv, 2018.

PDF

. Inferring Traffic Cascading Patterns. SIGSPATIAL, 2017.

PDF Poster Slides Bibtex

. Urban Water Quality Prediction based on Multi-task Multi-view Learning. IJCAI, 2016.

PDF Code Poster Bibtex