| 2026 | AAAI | ORTCL: Towards Continual Learning of Time Series Foundation Models on Streaming Data via Orthogonal Rotation. | Li Lin, Xinrui Zhang, Qi Zhang, Shuai Wang, Kaiwen Xia |
| 2026 | KDD | CSSG: A Continuous Spatio-temporal Graph Learning Framework with Scalable Spatial Granularity. | Kaiwen Xia, Li Lin, Qi Zhang, Xinrui Zhang, Shuai Wang, Xuming Hu, Philip S. Yu |
| 2026 | PAKDD | PallasGNN: Curriculum-Based Pattern Mining for Robust GNNs. | Kaiwen Xia, Huijun Wu, Min Xie, Ruibo Wang, Wenzhe Zhang, Zhenwei Wu, Yong Dong |
| 2025 | CIKM | To Know What User Concerns: Conceptual Knowledge Reasoning for User Satisfaction Estimation in E-Commerce Dialogue Systems. | Li Lin, Yaochang Liu, Kaiwen Xia, Shuai Wang |
| 2025 | DASFAA | CoANBR: A Collaborative Aggregation Model for Next Basket Recommendation with Time-Independent Sequence Modeling. | Li Lin, Kaiwen Xia, Haotian Shen, Shuai Wang |
| 2025 | ICPADS | Key-Factor-Aware Customer Value Prediction on Multi-View Hypergraphs. | An Li, Li Lin, Xinrui Zhang, Kaiwen Xia, Qi Zhang, Shuai Wang |
| 2025 | ICPADS | A Self-Supervised Heterogeneous Graph Learning Framework for Customer Value Prediction. | Junjie Lin, Kaiwen Xia, Xinrui Zhang, Li Lin, Shuai Wang |
| 2025 | KDD | A Transferable Spatio-temporal Learning Framework for Cross-city Logistics Demand Prediction. | Kaiwen Xia, Li Lin, Xinrui Zhang, Haotian Wang, Shuai Wang, Tian He |
| 2025 | KDD | ProST: Prompt Future Snapshot on Dynamic Graphs for Spatio-Temporal Prediction. | Kaiwen Xia, Li Lin, Shuai Wang, Qi Zhang, Shuai Wang, Tian He |
| 2024 | CIKM | Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion. | Li Lin, Xinyao Chen, Kaiwen Xia, Shuai Wang, Desheng Zhang, Tian He |
| 2024 | CIKM | Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting. | Li Lin, Kaiwen Xia, Anqi Zheng, Shijie Hu, Shuai Wang |
| 2023 | KDD | A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics. | Kaiwen Xia, Li Lin, Shuai Wang, Haotian Wang, Desheng Zhang, Tian He |