Huang, Yujia

1. Diffusion Models for Adversarial Purification
   2022/05/16 by Weili Nie, Nie, Weili, Brandon Guo +9 · 40 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
2. Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
   2024/02/22 by Yujia Huang, Adishree Ghatare, Huang, Yujia +15 · 9 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
3. Training Certifiably Robust Neural Networks with Efficient Local\n Lipschitz Bounds
   2021/11/02 by Yujia Huang, Huang, Yujia, Zhang, Huan +7 · 5 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Medical Imaging and Analysis
4. FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs
   2022/10/30 by Yujia Huang, Ivan Dario Jimenez Rodriguez, Huang, Yujia +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Cardiac electrophysiology and arrhythmias #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling
5. Neural Networks with Recurrent Generative Feedback
   2020/07/17 by Yujia Huang, Huang, Yujia, James Gornet +11 · 2 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
6. Augmented physics informed extreme learning machine to solve the biharmonic equations via Fourier expansions
   2023/10/21 by Li, Xi'an, Wu, Jinran, Huang, Yujia +4 · 1 citation
   #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)