| 2026 | VR | Optical Tag-Based Neuronavigation and Augmentation System for Non-Invasive Brain Stimulation. | Xuyi Hu, Ke Ma, Siwei Liu, Per Ola Kristensson, Stefan M. Goetz |
| 2025 | CSCWD | YOLOv11-DEC: An Improved YOLOv11 Model for UAV Detection in Complex Contexts. | Qiong Song, Siwei Liu, Kaiheng Dai, Kun Bai |
| 2025 | EMNLP | EvoAgentX: An Automated Framework for Evolving Agentic Workflows. | Yingxu Wang, Siwei Liu, Jinyuan Fang, Zaiqiao Meng |
| 2025 | ICASSP | Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks. | Luoyu Wang, Yitian Tao, Qing Yang, Yan Liang, Siwei Liu, Hongcheng Shi, Dinggang Shen, Han Zhang |
| 2025 | SMC | GBA-Net: A Multi-Task Medical Image Classification Model Based on Global Biaxial Attention. | Haoyang Li, Guansheng Qiu, Xiyin Zeng, Siwei Liu |
| 2023 | KDD | Leveraging Relational Graph Neural Network for Transductive Model Ensemble. | Zhengyu Hu, Jieyu Zhang, Haonan Wang, Siwei Liu, Shangsong Liang |
| 2022 | ICTIR | Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. | Shameem Puthiya Parambath, Siwei Liu, Christos Anagnostopoulos, Roderick Murray-Smith, Iadh Ounis |
| 2022 | SIGIR | An MLP-based Algorithm for Efficient Contrastive Graph Recommendations. | Siwei Liu, Iadh Ounis, Craig Macdonald |
| 2020 | RecSys | BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems. | Zaiqiao Meng, Richard McCreadie, Craig Macdonald, Iadh Ounis, Siwei Liu, Yaxiong Wu, Xi Wang, Shangsong Liang, Yucheng Liang, Guangtao Zeng, Junhua Liang, Qiang Zhang |
| 2020 | SIGIR | Enhancing Graph Neural Networks for Recommender Systems. | Siwei Liu |
| 2020 | SIGIR | A Heterogeneous Graph Neural Model for Cold-start Recommendation. | Siwei Liu, Iadh Ounis, Craig Macdonald, Zaiqiao Meng |
| 2014 | ICIP | Nonparametric MDL segmentation of inhomogeneous images based on Quadratic Local Binary Fitting. | Siwei Liu, Frdric Galland, Nicolas Bertaux |
| 2014 | IGARSS | Spaceborne D-InSAR system: Coherence analysis. | Wei Li, Liangsheng Lou, Siwei Liu, Mingsheng Liao, Huaping Xu, Weimin Yu |