| 2025 | IJCNN | NI-MTSC: Neighborhood Interpolation Data Augmentation-based Multivariate Time Series Classification. | Cuicui Yang, Zongwen Fan, Jin Gou, Cheng Wang |
| 2025 | SMC | TCN-BiGRU Hybrid Model with Periodic Huber Loss for Enhanced Multi-Energy Load Forecasting. | Danyang Xu, Zongwen Fan, Jin Gou |
| 2024 | IJCNN | A Feature Fusion-Based ResNet Using the Pooling Pyramid for Age Estimation. | Chuanze Lin, Jin Gou, Zongwen Fan, Yongxin Liao |
| 2023 | ICANN | Prediction of Cancer Drug Sensitivity Based on GBDT-RF Algorithm. | Yating Li, Jin Guo, Zongwen Fan |
| 2023 | ICTAI | A reinforcement learning-based weight fusion algorithm for house price prediction. | Yige Zhang, Zongwen Fan, Jin Gou |
| 2022 | ECCV | Pairwise Contrastive Learning Network for Action Quality Assessment. | Mingzhe Li, Hongbo Zhang, Qing Lei, Zongwen Fan, Jinghua Liu, Ji-Xiang Du |
| 2021 | ACML | h-DBSCAN: A simple fast DBSCAN algorithm for big data. | Shaoyuan Weng, Jin Gou, Zongwen Fan |
| 2018 | GECCO | A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. | Raymond Chiong, Zongwen Fan, Zhongyi Hu, Marc T. P. Adam, Bernhard Lutz, Dirk Neumann |