Si Zhang

1. Do We Really Need Complicated Model Architectures For Temporal Networks?
   2023/02/22 by Weilin Cong, Si Zhang, Cong, Weilin +13 · 16 citations
   Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
2. Hierarchical Multi-Marginal Optimal Transport for Network Alignment
   2023/10/06 by Zhichen Zeng, Zeng, Zhichen, Boxin Du +9 · 4 citations
   Computer Science · Physics and Astronomy · Social Sciences · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Learning Graph Quantized Tokenizers
   2024/10/17 by Wang, Limei, Kaveh Hassani, Hassani, Kaveh +16 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
4. VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
   2024/03/24 by Dongqi Fu, Zhigang Hua, Fu, Dongqi +16 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Graph Theory and Algorithms #Interconnection Networks and Systems #Machine Learning (cs.LG)
5. A TCN-based Hybrid Forecasting Framework for Hours-ahead Utility-scale PV Forecasting
   2021/11/16 by Yiyan Li, Li, Yiyan, Lidong Song +13 · 2 citations
   Computer Science · Engineering · Environmental Science · #Atmospheric and Environmental Gas Dynamics #Energy Load and Power Forecasting #FOS: Electrical engineering #Signal Processing (eess.SP) #Solar Radiation and Photovoltaics #electronic engineering #information engineering
6. Global occurrence, drivers, and environmental risks of microplastics in marine environments
   2023/03/01 by Li Tang, Jing-Chun Feng, Canrong Li +3 · 2 citations
7. Empowering Working Memory for Large Language Model Agents
   2023/12/22 by Jing Guo, Guo, Jing, Nan Li +13 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
8. A Meta-learning based Distribution System Load Forecasting Model Selection Framework
   2020/09/25 by Yiyan Li, Li, Yiyan, Si Zhang +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Grey System Theory Applications #Machine Learning (cs.LG) #Machine Learning and ELM #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
9. Retrieval Based Time Series Forecasting
   2022/09/27 by Baoyu Jing, Jing, Baoyu, Si Zhang +11 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
10. A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation
    2024/05/07 by Hang Yang, Jing Guo, Yang, Hang +13 · 1 citation
    Computer Science · #Neural Networks and Applications #Advanced Data Compression Techniques