Defu Cao

1. Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
   2021/03/13 by Defu Cao, Yujing Wang, Cao, Defu +19 · 29 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
2. Multivariate Time-series Anomaly Detection via Graph Attention Network
   2020/09/04 by Hang Zhao, Zhao, Hang, Yujing Wang +17 · 20 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
3. TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
   2023/10/08 by Defu Cao, Cao, Defu, Furong Jia +11 · 32 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
4. Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
   2024/04/15 by Xiongye Xiao, Xiao, Xiongye, Gengshuo Liu +15 · 5 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
   2024/09/03 by Defu Cao, Cao, Defu, Wen Ye +5 · 6 citations
   Computer Science · #Neural Networks and Applications
6. Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
   2023/03/04 by Xiongye Xiao, Defu Cao, Xiao, Xiongye +13 · 2 citations
   Computer Science · Physics and Astronomy · #Image and Signal Denoising Methods #Model Reduction and Neural Networks
7. TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis
   2024/10/05 by Ye Wen, Wei Yang, Ye, Wen +11 · 5 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models
   2024/02/08 by Yizhou Zhang, Lun Du, Zhang, Yizhou +7 · 2 citations
   Computer Science · #Topic Modeling
9. Trustworthy Protein-Ligand Binding Affinity Prediction via Reliability-Aware Multi-Engine Fusion
   2026/07/20 by Yongchan Hong, Defu Cao, Wenjin Liu +6
   #cs.LG #cs.AI