Yang Shu
- Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
2024/02/04 by Peng Chen, Yingying Zhang, Chen, Peng +13 · 28 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
- CLIPood: Generalizing CLIP to Out-of-Distributions
2023/02/02 by Yang Shu, Shu, Yang, Xingzhuo Guo +9 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
2024/05/24 by Qichao Shentu, Shentu, Qichao, Beibu Li +13 · 10 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
2024/05/24 by Yihang Wang, Yuying Qiu, Wang, Yihang +15 · 8 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
- Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
2022/06/08 by Yang Shu, Shu, Yang, Zhangjie Cao +7 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-training
2025/01/26 by Yuxiang Nie, Nie, Yuxiang, Sunan He +20 · 4 citations
Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
2024/03/30 by Yang Shu, Jiayuan Su, Yang, Shu +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- Identification of lymphatic vessels in skull periosteum but not bone marrow reveals skull channel heterogeneity
2025/08/28 by Qing Chang, Li Ma, Ziying Lin +4 · 1 voice · 1 citation
Medicine · Neuroscience · #Cerebrospinal fluid and hydrocephalus #Lymphatic System and Diseases #Neonatal Respiratory Health Research
- Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart
2024/12/20 by Chengting Yu, Yang Shu, Yu, Chengting +9 · 1 citation
Engineering · #Optical Systems and Laser Technology #Image Processing Techniques and Applications
- AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
2025/04/14 by Yuxuan Chen, Shanshan Huang, Chen, Yuxuan +15 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting