Guiguang Ding

Research areas

Research interests

Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Video Surveillance and Tracking Methods

Publications

2026 PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies 2026 RALoRA: Rank-adaptive LoRA for incomplete multi-view classification with vision-language foundation models 2026 DINO-PCB: Two-stage vision foundation model pretraining and distillation for real-time circuit-board defect detection 2026 Attention-Spectrum Regularization for Replay-Free Continual Multimodal LLMs 2026 DifferAD-R1: A Difference-Guided IndustrialAnomaly Localization with Multimodal LargeLanguage Models