Zhewei Wei

1. Simple and Deep Graph Convolutional Networks
   2020/07/04 by Ming Chen, Zhewei Wei, Chen, Ming +7 · 67 citations
   Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Topic Modeling
2. Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited
   2022/02/04 by Mingguo He, Zhewei Wei, He, Mingguo +3 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Machine Learning and Data Classification #Rough Sets and Fuzzy Logic
3. A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
   2024/03/01 by Jiaqi Han, Jiacheng Cen, Han, Jiaqi +28 · 9 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Graph Theory and Algorithms #Industrial Technology and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
4. GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation
   2023/11/06 by Xuwei Xu, Sen Wang, Xu, Xuwei +9 · 6 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning
5. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
   2024/06/03 by Tianjing Zeng, Zeng, Tianjing, Junwei Lan +17 · 6 citations
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Decoupled Graph Neural Networks for Large Dynamic Graphs
   2023/05/14 by Yanping Zheng, Zhewei Wei, Zheng, Yanping +3 · 4 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Traffic Prediction and Management Techniques #Data Stream Mining Techniques
7. Instant Graph Neural Networks for Dynamic Graphs
   2022/06/03 by Yanping Zheng, Hanzhi Wang, Zheng, Yanping +7 · 3 citations
   Computer Science · Neuroscience · Materials Science · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Machine Learning in Materials Science
8. Very Large-Scale Multi-Agent Simulation in AgentScope
   2024/07/25 by Xuchen Pan, Pan, Xuchen, Dawei Gao +14 · 5 citations
   Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Simulation and Modeling Applications
9. EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
   2023/02/23 by Yang Zhang, Zhang, Yang, Zhewei Wei +6 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
10. A survey of dynamic graph neural networks
    2024/04/28 by Yanping Zheng, Lu Yi, Zheng, Yanping +3 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
11. Graph Neural Networks Inspired by Classical Iterative Algorithms
    2021/03/10 by Yongyi Yang, Yang, Yongyi, Tang Liu +15 · 2 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
12. Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme
    2022/12/20 by Guanhao Hou, Hou, Guanhao, Qintian Guo +7 · 3 citations
    Computer Science · #Data Management and Algorithms #Data Mining Algorithms and Applications #Graph Theory and Algorithms
13. Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
    2024/10/07 by Yuwei Hu, Hu, Yuwei, Runlin Lei +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
14. Towards Effective and Efficient Continual Pre-training of Large Language Models
    2024/07/26 by Jie Chen, Zhipeng Chen, Chen, Jie +35 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
15. Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
    2024/05/26 by Runlin Lei, Lei, Runlin, Yuwei Hu +5 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software Testing and Debugging Techniques
16. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    2024/10/13 by Jiarui Ji, Ji, Jiarui, Runlin Lei +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
17. TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
    2025/02/05 by Yi Lü, Jie Peng, Yi, Lu +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
18. Future Link Prediction Without Memory or Aggregation
    2025/05/26 by Yi Lu, Yi, Lu, R. T. Lei +9 · 2 citations
    Computer Science · Physics and Astronomy · #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
19. Scalable Graph Neural Networks via Bidirectional Propagation
    2020/10/29 by Ming Chen, Chen, Ming, Zhewei Wei +11 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
20. Graph Neural Networks with Learnable and Optimal Polynomial Bases
    2023/02/24 by Yuhe Guo, Guo, Yuhe, Zhewei Wei +1 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Software System Performance and Reliability #Traffic Prediction and Management Techniques
21. S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
    2024/08/27 by Gengmo Zhou, Zhou, Gengmo, Zhen Wang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
22. Simple and Optimal Algorithms for Heavy Hitters and Frequency Moments in Distributed Models
    2025/05/20 by Zengfeng Huang, Zhongzheng Xiong, Huang, Zengfeng +5 · 2 citations
    Mathematics · #Gas Dynamics and Kinetic Theory