Zhang, Ruihan

1. Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors
   2020/06/27 by Ruihan Zhang, Zhang, Ruihan, Prashan Madumal +7 · 11 citations
   Computer Science · Materials 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 #Machine Learning (cs.LG) #Machine Learning in Materials Science
2. Generative AI for Film Creation: A Survey of Recent Advances
   2025/04/11 by Ruihan Zhang, Zhang, Ruihan, Borou Yu +45 · 9 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
3. Representing Affect Information in Word Embeddings
   2022/09/21 by Yuhan Zhang, Zhang, Yuhan, Wenqi Chen +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
4. Certified Robust Accuracy of Neural Networks Are Bounded due to Bayes Errors
   2024/05/19 by Ruihan Zhang, Zhang, Ruihan, Jun Sun +1 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
5. Towards Certified Probabilistic Robustness with High Accuracy
   2023/09/02 by Zhang, Ruihan, Zhang, Peixin, Sun, Jun · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. How Does Bayes Error Limit Probabilistic Robust Accuracy
   2024/05/23 by Zhang, Ruihan, Sun, Jun · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)