| 2025 | AAAI | ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking. | Rong Li, Tao Deng, Siwei Feng, Mingjie Sun, Juncheng Jia |
| 2025 | ICASSP | Personalized Federated Class-Incremental Learning through Critical Parameter Transfer. | Feng Wu, Siwei Feng, Yuanlu Chen, Libang Zhao |
| 2025 | IJCNN | Representative-exploring Replay for Online Class-Incremental Continual Learning. | Libang Zhao, Alysa Ziying Tan, Siwei Feng, Han Yu, Tao Deng, Yuanlu Chen, Feng Wu, Mengyuan Song |
| 2025 | MICCAI | CA-SAM2: SAM2-Based Context-Aware Network with Auto-prompting for Nuclei Instance Segmentation. | Hanbin Huang, Hongliang He, Liying Xu, Xudong Zhu, Siwei Feng, Guohong Fu |
| 2018 | ACSSC | Graph Regularized Autoencoder-Based Unsupervised Feature Selection. | Siwei Feng, Marco F. Duarte |
| 2015 | CVPR | Universality of wavelet-based non-homogeneous hidden Markov chain model features for hyperspectral signatures. | Siwei Feng, Marco F. Duarte, Mario Parente |
| 2014 | ICIP | Tailoring non-homogeneous Markov chain wavelet models for hyperspectral signature classification. | Siwei Feng, Yuki Itoh, Mario Parente, Marco F. Duarte |