Yihang Wang

1. Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
   2024/02/04 by Peng Chen, Chen, Peng, Yingying Zhang +13 · 37 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching
   2024/10/16 by Xingjian Wu, Wu, Xingjian, Xiangfei Qiu +13 · 27 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
3. TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
   2024/10/15 by Zhe Li, Xiangfei Qiu, Li, Zhe +18 · 24 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
4. Machine learning approaches for analyzing and enhancing molecular dynamics simulations
   2020/01/20 by Yihang Wang, João Marcelo Lamim Ribeiro, Pratyush Tiwary · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
5. Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
   2024/05/24 by Yihang Wang, Yuying Qiu, Wang, Yihang +15 · 10 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. Machine learning approaches for analyzing and enhancing molecular dynamics simulations
   2019/09/25 by Yihang Wang, João Marcelo Lamim Ribeiro, Wang, Yihang +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Protein Structure and Dynamics
7. From latent dynamics to meaningful representations
   2022/09/02 by Dedi Wang, Yihang Wang, Wang, Dedi +5 · 2 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis
8. Token-Efficient Leverage Learning in Large Language Models
   2024/04/01 by Yuanhao Zeng, Min Wang, Zeng, Yuanhao +5 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis