| 2025 | ICLR | Prototype antithesis for biological few-shot class-incremental learning. | Binghao Liu, Han Yang, Fang Wan, Fei Gu |
| 2025 | IROS | HFDNet: High-Frequency Divergence Attention Network for Underwater Segmentation. | Hongbo Xie, Qi Zhao, Binghao Liu, Chunlei Wang |
| 2024 | IGARSS | Self-Training and Curriculum Learning Guided Dynamic Refined Network for Remote Sensing Class-Incremental Semantic Segmentation. | Hongbo Zhao, Ruimin Ren, Shuchang Lyu, Binghao Liu, Chunlei Wang, Meng Li, Guangliang Cheng, Qi Zhao |
| 2023 | ICONIP | Enhancing Spatial Consistency and Class-Level Diversity for Segmenting Fine-Grained Objects. | Qi Zhao, Binghao Liu, Shuchang Lyu, Chunlei Wang, Yifan Yang |
| 2022 | ICIP | A Similarity Distillation Guided Feature Refinement Network for Few-Shot Semantic Segmentation. | Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao |
| 2022 | VCIP | ML-FDA: Meta-Learning via Feature Distribution Alignment for Few-Shot Learning. | Yuewen Li, Binghao Liu, Shuchang Lyu, Lijiang Chen, Qi Zhao, Wenquan Feng |
| 2021 | CVPR | Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation. | Binghao Liu, Yao Ding, Jianbin Jiao, Xiangyang Ji, Qixiang Ye |
| 2021 | DASFAA | Knowledge-Aware Hypergraph Neural Network for Recommender Systems. | Binghao Liu, Pengpeng Zhao, Fuzhen Zhuang, Xuefeng Xian, Yanchi Liu, Victor S. Sheng |