| 2026 | AAAI | WaveDiST: A Wavelet Diffusion Transformer for Spatio-Temporal Estimation on Unobserved Locations. | Huiling Qin, Yuanxun Li, Weijia Jia |
| 2025 | CIKM | Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted Learning. | Huiling Qin, Ming Wang, Yuanxun Li, Junbo Zhang, Yu Zheng |
| 2025 | IWQoS | As-Stg: Spatio-Temporal Graph Learning with Active Sampling for Dynamic IoT Sensing. | Yaxin Mei, Jiandian Zeng, Huiling Qin, Guangxue Zhang, Xi Zheng, Qin Liu, Tian Wang |
| 2024 | ECAI | FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning. | Huiling Qin, Xianyuan Zhan, Yuanxun Li, Yu Zheng |
| 2022 | ICML | Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations. | Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin |
| 2021 | AAAI | Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning. | Huiling Qin, Songyu Ke, Xiaodu Yang, Haoran Xu, Xianyuan Zhan, Yu Zheng |
| 2021 | KDD | Network-Wide Traffic States Imputation Using Self-interested Coalitional Learning. | Huiling Qin, Xianyuan Zhan, Yuanxun Li, Xiaodu Yang, Yu Zheng |
| 2017 | GLOBECOM | Collaborative Computation Offloading for Mobile-Edge Computing over Fiber-Wireless Networks. | Hongzhi Guo, Jiajia Liu, Huiling Qin, Haibin Zhang |