| 2025 | VTC | CNN+Transformer Based Anomaly Traffic Detection in UAV Networks for Emergency Rescue. | Yulu Han, Ziye Jia, Sijie He, Yu Zhang, Qihui Wu |
| 2023 | GLOBECOM | Routing Recovery for UAV Networks with Deliberate Attacks: A Reinforcement Learning based Approach. | Sijie He, Ziye Jia, Chao Dong, Wei Wang, Yilu Cao, Yang Yang, Qihui Wu |
| 2022 | AAAI | Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration. | Sijie He, Xinyan Li, Laurie Trenary, Benjamin A. Cash, Timothy DelSole, Arindam Banerjee |
| 2021 | AAAI | Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances. | Sijie He, Xinyan Li, Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee |
| 2021 | SAC | Flight data anomaly detection and diagnosis with variable association change. | Sijie He, Hao Huang, Shinjae Yoo, Weizhong Yan, Feng Xue, Tianyi Wang, Chenxiao Xu |
| 2019 | AAAI | Interpretable Predictive Modeling for Climate Variables with Weighted Lasso. | Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee |
| 2017 | ICDM | High-Dimensional Dependency Structure Learning for Physical Processes. | Jamal Golmohammadi, Imme Ebert-Uphoff, Sijie He, Yi Deng, Arindam Banerjee |