Haofei Zhang

1. ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
   2022/08/22 by Mengqi Xue, Xue, Mengqi, Qihan Huang +9 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
2. Meta-attention for ViT-backed Continual Learning
   2022/03/22 by Mengqi Xue, Xue, Mengqi, Haofei Zhang +5 · 6 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 #cs.AI #cs.CV
3. On the Concept Trustworthiness in Concept Bottleneck Models
   2024/03/21 by Qihan Huang, Huang, Qihan, Jie Song +9 · 9 citations
   Computer Science · Social Sciences · #Access Control and Trust #Bayesian Modeling and Causal Inference #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Recommender Systems and Techniques
4. Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization
   2023/05/31 by Kaixuan Chen, Chen, Kaixuan, Shunyu Liu +13 · 2 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
5. LG-CAV: Train Any Concept Activation Vector with Language Guidance
   2024/10/14 by Qihan Huang, Jie Song, Huang, Qihan +15 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
6. Dataset Ownership Verification in Contrastive Pre-trained Models
   2025/02/11 by Yuechen Xie, Xie, Yuechen, Jie Song +13 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data