Yuyang Wang

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Lorenzo Stella +36 · 4 voices · 158 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
   2022/07/12 by Zhihan Gao, Gao, Zhihan, Xingjian Shi +11 · 23 citations
   Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
3. PreDiff: Precipitation Nowcasting with Latent Diffusion Models
   2023/07/19 by Zhihan Gao, Gao, Zhihan, Xingjian Shi +15 · 17 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Flood Risk Assessment and Management
4. Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
   2023/07/21 by Marcel Kollovieh, Kollovieh, Marcel, Abdul Fatir Ansari +9 · 16 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
5. GluonTS: Probabilistic Time Series Models in Python
   2019/06/12 by A. Alexandrov, Konstantinos Benidis, Alexandrov, Alexander +23 · 12 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Computational Physics and Python Applications #Stock Market Forecasting Methods
6. SimpleFold: Folding Proteins is Simpler than You Think
   2025/09/23 by Yuyang Wang, Wang, Yuyang, Jingsheng Lu +9 · 9 voices · 4 citations
   Engineering · #Advanced Materials and Mechanics
7. Domain Adaptation for Time Series Forecasting via Attention Sharing
   2021/02/13 by Xiaoyong Jin, Youngsuk Park, Jin, Xiaoyong +6 · 8 citations
   Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Domain Adaptation and Few-Shot Learning #Hydrological Forecasting Using AI
8. Zero-Shot Recommender Systems
   2021/05/18 by Hao Ding, Yifei Ma, Ding, Hao +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
9. DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
   2024/10/10 by Jiatao Gu, Gu, Jiatao, Yuyang Wang +13 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
10. Robust Probabilistic Time Series Forecasting
    2022/02/24 by Tae-Ho Yoon, Yoon, TaeHo, Youngsuk Park +5 · 3 citations
    Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Forecasting Techniques and Applications #Explainable Artificial Intelligence (XAI)
11. Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions
    2024/12/02 by Chaoran Cheng, Cheng, Chaoran, Boran Han +11 · 6 citations
    Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
12. Variance Reduced Training with Stratified Sampling for Forecasting Models
    2021/03/02 by Yucheng Lu, Lu, Yucheng, Youngsuk Park +9 · 2 citations
    Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
13. First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
    2022/12/15 by Xiyuan Zhang, Xiao-Yong Jin, Zhang, Xiyuan +15 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
14. Highly Uniform Thermally Undercut Silicon Photonic Devices in a 300 mm CMOS Foundry Process
    2025/03/12 by Robert Parsons, Kaylx Jang, Parsons, Robert +33 · 3 citations
    Computer Science · Engineering · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
15. A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification
    2021/07/03 by Yen, Hao, Chao-Han Huck Yang, Yang, Chao-Han Huck +20 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
16. Deep Explicit Duration Switching Models for Time Series
    2021/10/26 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Konstantinos Benidis +13 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis #Neural Networks and Applications
17. INRFlow: Flow Matching for INRs in Ambient Space
    2024/12/05 by Yuyang Wang, Anurag Ranjan, Wang, Yuyang +5 · 1 voice · 2 citations
    #cs.LG #cs.AI
18. STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
    2025/11/25 by Jiatao Gu, Ying Shen, Gu, Jiatao +15 · 6 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
19. Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
    2024/12/06 by Luca Masserano, Masserano, Luca, Abdul Fatir Ansari +19 · 3 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
20. Backpropagation through Back Substitution with a Backslash
    2023/02/23 by Alan Edelman, Ekin Akyürek, Edelman, Alan +3 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Graph Theory and Algorithms #Distributed and Parallel Computing Systems
21. Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
    2023/05/25 by Hilaf Hasson, Danielle C. Maddix, Hasson, Hilaf +7 · 1 citation
    Decision Sciences · Computer Science · #Forecasting Techniques and Applications #Machine Learning and Data Classification #Stock Market Forecasting Methods
22. A Deep Cybersickness Predictor through Kinematic Data with Encoded Physiological Representation
    2023/04/11 by Ruichen Li, Li, Ruichen, Yuyang Wang +7 · 1 citation
    Computer Science · Psychology · #Digital Mental Health Interventions #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Virtual Reality Applications and Impacts
23. On the detrimental effect of invariances in the likelihood for variational inference
    2022/09/15 by Richard Kurle, Ralf Herbrich, Kurle, Richard +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms