Wenzhuo Liu

1. PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
   2024/01/04 by Haiyang Guo, Guo, Haiyang, Fei Zhu +7 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
2. Multi-modal Fusion Technology based on Vehicle Information: A Survey
   2022/11/11 by Yan Gong, Gong, Yan, Jianli Lu +5 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
3. Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training
   2025/07/07 by Song Lai, Lai, Song, Hongyun Zhao +22 · 12 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
4. MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
   2024/05/28 by Wenzhuo Liu, Fei Zhu, Liu, Wenzhuo +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
   2024/10/09 by Shi-Jie Ma, Fei Zhu, Ma, Shijie +9 · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Software Engineering Research
6. LLaVA-c: Continual Improved Visual Instruction Tuning
   2025/06/10 by Wenzhuo Liu, Fei Zhu, Liu, Wenzhuo +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark
   2025/08/10 by Haiyang Guo, Guo, Haiyang, Fei Zhu +13 · 3 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Educational Tools and Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems