Zhuo Huang

1. Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
   2023/12/05 by Zhuo Huang, Huang, Zhuo, Chang Liu +9 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
   2023/10/25 by Zhuo Huang, Huang, Zhuo, Li Shen +7 · 3 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
   2025/05/17 by Yang, Puning, Qizhou Wang, Zhuo Huang +8 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
4. Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
   2023/03/23 by Zhuo Huang, Huang, Zhuo, Miaoxi Zhu +15 · 2 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 #Machine Learning and Algorithms
5. Winning Prize Comes from Losing Tickets: Improve Invariant Learning by Exploring Variant Parameters for Out-of-Distribution Generalization
   2023/10/25 by Zhuo Huang, Muyang Li, Huang, Zhuo +11 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition #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
6. iSKIN: Integrated application of machine learning and Mondrian conformal prediction to detect skin sensitizers in cosmetic raw materials
   2024/02/15 by Weikaixin Kong, Jie Zhu, Peipei Shan +13 · 1 voice · 1 citation
   Computer Science · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Advancements in Transdermal Drug Delivery #Computational Drug Discovery Methods #Contact Dermatitis and Allergies