Wang, Liyuan
- A Comprehensive Survey of Continual Learning: Theory, Method and Application
2023/01/31 by Liyuan Wang, Wang, Liyuan, Xingxing Zhang +5 · 127 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model
2023/03/09 by Gengwei Zhang, Liyuan Wang, Zhang, Gengwei +7 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
2023/10/11 by Liyuan Wang, Wang, Liyuan, Jingyi Xie +9 · 17 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation
2024/03/30 by Yan, HongWei, Wang, Liyuan, Ma, Kaisheng +1 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
2024/12/15 by Zhou, Kanglei, Cai, Ruizhi, Wang, Liyuan +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
2023/10/13 by Yilin Lyu, Liyuan Wang, Lyu, Yilin +11 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
2024/07/07 by Liyuan Wang, Wang, Liyuan, Jingyi Xie +7 · 2 citations
Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies
- SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
2024/08/15 by Gengwei Zhang, Liyuan Wang, Zhang, Gengwei +7 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Advancing Prompt-Based Methods for Replay-Independent General Continual Learning
2025/03/02 by Zhiqi Kang, Kang, Zhiqi, Liyuan Wang +5 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications
- LSR-MCTS: Alleviating Long Range Dependency in Code Generation
2025/04/10 by Lu, Tingwei, Li, Yangning, Wang, Liyuan +8 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- From reactive to cognitive: brain-inspired spatial intelligence for embodied agents
2025/08/24 by Ruan, Shouwei, Wang, Liyuan, Kang, Caixin +4 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Versatile Cardiovascular Signal Generation with a Unified Diffusion Transformer
2025/05/28 by Zehua Chen, Yuyang Miao, Chen, Zehua +8 · 2 citations
Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Phonocardiography and Auscultation Techniques #ECG Monitoring and Analysis