Selected Publications
- Mobile Targeting Using Customer Trajectory Patterns[J]. Management Science, 2019, 65(11): 5027-5049. (with Ghose A., Li B.)
- A Hierarchical 3D-Motion Learning Framework for Animal Spontaneous Behavior Mapping[J]. Nature Communications, 2021, 12(1): 2784. (with Huang K., Han Y., Chen K., et al.)
- CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction[J]. IEEE Transactions on Knowledge and Data Engineering, 2021, 35(4): 3484-3499. (with Xu X., Zhou F., Zhang K., et al.)
- Responsible IS by Design: A Psychology-Informed Social Connection Recommender System for Mental Health[C]. The 2021 INFORMS Workshop on Data Science（Best Paper Award），2021. (with Li J., Zhang K., et al.)
- Bitcoin Price Forecasting: A Perspective of Underlying Blockchain Transactions[J]. Decision Support Systems, 2021, 151: 113650. (with Guo H., Zhang D., et al.)
- Is It All About You or Your Driving? Designing IoT‐Enabled Risk Assessments[J]. Production and Operations Management, 2022, 31(11): 4205-4222. (with Ho Y., Pu J., et al.)
- Toward Robust Monitoring of Malicious Outbreaks[J]. INFORMS Journal on Computing, 2022, 34(2): 1257-1271. (with Tang S., Han X., et al.)
- CCGL: Contrastive Cascade Graph Learning[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 35(5): 1-15. ( with Xu X., Zhou F., Zhang K., et al.)
- Unsupervised Learning for Human Mobility Behaviors[J]. INFORMS Journal on Computing, 2022, 34(3): 1565-1586. (with Tang S., Zheng J., et al.)
- Semi-Supervised Anomaly Detection Via Neural Process[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10): 10423-10435. (with Zhou F., Wang G., Zhang K., et al.)
- Counterfactual Graph Learning for Anomaly Detection on Attributed Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10): 10540-10553. (with Xiao C., Xu X., Lei Y., et al.)
- Fun Shopping: A Randomized Field Experiment on Gamification[J]. Information Systems Research, 2023, 34(2): 766-785. (with Ho Y., Wang L.)
- Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks[J]. Information Fusion, 2024, 110: 102468. (with Gao Q., Zhou X., Huang L., et al.)
- The Role of Monitoring Effect in Risk Classification: Evidence from Telematics Adoption [J]. Management Science. 2025. (with Lee H., Li X.)
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