Huang, Chin-Wei

1. MatterGen: a generative model for inorganic materials design
   2023/12/06 by Claudio Zeni, Zeni, Claudio, Robert Pinsler +41 · 1 voice · 21 citations
   Computer Science · Engineering · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence #cond-mat.mtrl-sci #cs.AI
2. Neural Autoregressive Flows
   2018/04/03 by Huang, Chin-Wei, Krueger, David, Lacoste, Alexandre +1 · 14 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Riemannian Diffusion Models
   2022/08/16 by Chin‐Wei Huang, Milad Aghajohari, Huang, Chin-Wei +7 · 18 citations
   Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Human Pose and Action Recognition
4. A Variational Perspective on Diffusion-Based Generative Models and Score Matching
   2021/06/05 by Chin-Wei Huang, Jae Hyun Lim, Huang, Chin-Wei +3 · 15 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
5. Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics
   2023/02/01 by Arts, Marloes, Satorras, Victor Garcia, Huang, Chin-Wei +6 · 11 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. RealCause: Realistic Causal Inference Benchmarking
   2020/11/30 by Neal, Brady, Huang, Chin-Wei, Raghupathi, Sunand · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Bayesian Hypernetworks
   2017/10/13 by Krueger, David, Huang, Chin-Wei, Islam, Riashat +3 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
   2020/12/10 by Chin-Wei Huang, Ricky T. Q. Chen, Huang, Chin-Wei +5 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
9. Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models
   2020/02/17 by Huang, Chin-Wei, Dinh, Laurent, Courville, Aaron · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
    2019/06/18 by Fan-Yun Sun, Meng Qu, Sun, Fan-Yun +7 · 2 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
11. Accurate and scalable exchange-correlation with deep learning
    2025/06/17 by Luise, Giulia, Huang, Chin-Wei, Vogels, Thijs +22 · 7 citations
    #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
12. Neural Language Modeling by Jointly Learning Syntax and Lexicon
    2017/11/02 by Shen, Yikang, Lin, Zhouhan, Huang, Chin-Wei +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Improving Explorability in Variational Inference with Annealed Variational Objectives
    2018/09/06 by Huang, Chin-Wei, Tan, Shawn, Lacoste, Alexandre +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
14. AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation
    2020/06/09 by Lim, Jae Hyun, Courville, Aaron, Pal, Christopher +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
15. A Benchmark of Medical Out of Distribution Detection
    2020/07/08 by Cao, Tianshi, Huang, Chin-Wei, Hui, David Yu-Tung +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
16. Learnable Explicit Density for Continuous Latent Space and Variational Inference
    2017/10/06 by Chin-Wei Huang, Huang, Chin-Wei, Laurent Dinh +10 · 2 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks