| 2026 | AAAI | Sparse Tuning Enhances Plasticity in PTM-based Continual Learning. | Huan Zhang, Shenghua Fan, Shuyu Dong, Yujin Zheng, Dingwen Wang, Fan Lyu |
| 2025 | AAAI | Rebalancing Multi-Label Class-Incremental Learning. | Kaile Du, Yifan Zhou, Fan Lyu, Yuyang Li, Junzhou Xie, Yixi Shen, Fuyuan Hu, Guangcan Liu |
| 2025 | CVPR | Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation. | Chenggong Ni, Fan Lyu, Jiayao Tan, Fuyuan Hu, Rui Yao, Tao Zhou |
| 2025 | CVPR | Dual Semantic Guidance for Open Vocabulary Semantic Segmentation. | Zhengyang Wang, Tingliang Feng, Fan Lyu, Fanhua Shang, Wei Feng, Liang Wan |
| 2025 | CVPR | Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation. | Hongmei Yin, Tingliang Feng, Fan Lyu, Fanhua Shang, Hongying Liu, Wei Feng, Liang Wan |
| 2024 | AAAI | Long-Tailed Learning as Multi-Objective Optimization. | Weiqi Li, Fan Lyu, Fanhua Shang, Liang Wan, Wei Feng |
| 2024 | ACCV | Parameter-Selective Continual Test-Time Adaptation. | Jiaxu Tian, Fan Lyu |
| 2024 | ECCV | Confidence Self-calibration for Multi-label Class-Incremental Learning. | Kaile Du, Yifan Zhou, Fan Lyu, Yuyang Li, Chen Lu, Guangcan Liu |
| 2024 | IJCNN | MetaMask: Improving Few-Shot Semantic Segmentation via Multi-Mask Calibriation. | Li Dinghang, Zongqing Lu, Weiliang Zheng, Qingmin Liao, Fan Lyu |
| 2024 | SMC | Understanding Driving Risks via Prompt Learning. | Yubo Chang, Fan Lyu, Zhang Zhang, Liang Wang |
| 2023 | ICASSP | Centroid Distance Distillation for Effective Rehearsal in Continual Learning. | Daofeng Liu, Fan Lyu, Linyan Li, Zhenping Xia, Fuyuan Hu |
| 2023 | ICCV | Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning. | Fan Lyu, Qing Sun, Fanhua Shang, Liang Wan, Wei Feng |
| 2021 | AAAI | Multi-Domain Multi-Task Rehearsal for Lifelong Learning. | Fan Lyu, Shuai Wang, Wei Feng, Zihan Ye, Fuyuan Hu, Song Wang |
| 2021 | BMVC | Each Attribute Matters: Contrastive Attention for Sentence-based Image Editing. | Liuqing Zhao, Fan Lyu, Fuyuan Hu, Kaizhu Huang, Fenglei Xu, Linyan Li |
| 2020 | ICIP | Associating Multi-Scale Receptive Fields For Fine-Grained Recognition. | Zihan Ye, Fuyuan Hu, Yin Liu, Zhenping Xia, Fan Lyu, Pengqing Liu |
| 2018 | CVPR | Visual Grounding via Accumulated Attention. | Chaorui Deng, Qi Wu, Qingyao Wu, Fuyuan Hu, Fan Lyu, Mingkui Tan |