| 2026 | AAAI | FeTS: A Feature-Aware Framework for Time Series Forecasting. | Le Wang, Jianyong Chen, Songbai Liu |
| 2026 | PPSN | Population-Aware Contrastive Surrogates for Expensive Multiobjective Optimization. | Songbai Liu, Xun Zhou, Hao Sun, Lijia Ma, Qiuzhen Lin, Jianyong Chen |
| 2025 | AAAI | Structure Balance and Gradient Matching-Based Signed Graph Condensation. | Rong Li, Long Xu, Songbai Liu, Junkai Ji, Lingjie Li, Qiuzhen Lin, Lijia Ma |
| 2025 | CEC | An Enhanced Search Direction-Based Knowledge Transfer for Multiobjective Many-Tasking Evolutionary Optimization. | Wu Lin, Songbai Liu, Qingling Zhu, Qiuzhen Lin |
| 2024 | CEC | Evolutionary Multiobjective Feature Selection Assisted by Unselected Features. | Xuan Duan, Songbai Liu, Junkai Ji, Lingjie Li, Qiuzhen Lin, Kay Chen Tan |
| 2024 | CEC | A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation. | Xunfeng Wu, Songbai Liu, Junkai Ji, Lijia Ma, Victor C. M. Leung |
| 2024 | CEC | Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results. | Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan |
| 2024 | IJCNN | Personalized Federated Learning with Enhanced Implicit Generalization. | Heping Liu, Songbai Liu, Junkai Ji, Qiuzhen Lin, Jianyong Chen, Kay Chen Tan |
| 2022 | CEC | Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation. | Songbai Liu, Min Jiang, Qiuzhen Lin, Kay Chen Tan |
| 2017 | CIS | A Novel Multi-objective Evolutionary Algorithm Based on a Further Decomposition Strategy. | Songbai Liu, Qiuzhen Lin, Jianyong Chen |