Ziwei Zhang

1. OOD-GNN: Out-of-Distribution Generalized Graph Neural Network
   2021/12/07 by Haoyang Li, Li, Haoyang, Xin Wang +5 · 7 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Machine Learning and Data Classification
2. Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum
   2022/04/07 by Zeyang Zhang, Zhang, Zeyang, Ziwei Zhang +5 · 5 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Scheduling and Timetabling Solutions
3. Out-Of-Distribution Generalization on Graphs: A Survey
   2022/02/16 by Haoyang Li, Xin Wang, Li, Haoyang +5 · 5 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs
   2023/10/27 by Yijian Qin, Xin Wang, Qin, Yijian +5 · 4 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
5. Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
   2020/06/08 by Ziwei Zhang, Zhang, Ziwei, Peng Cui +7 · 2 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
6. Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision
   2024/03/08 by Zeyang Zhang, Xin Wang, Zhang, Zeyang +9 · 2 citations
   Computer Science · #Neural Networks and Applications #Advanced Graph Neural Networks #Graph Theory and Algorithms
7. Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization
   2023/11/18 by Haonan Yuan, Qingyun Sun, Yuan, Haonan +11 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
8. Exploring the Potential of Large Language Models in Graph Generation
   2024/03/21 by Yao Yang, Yao, Yang, Xin Wang +14 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
9. Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions
   2022/01/04 by Xin Wang, Ziwei Zhang, Wang, Xin +3 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
10. BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference
    2025/03/04 by Tao Yang, Yang Hu, Yang, Tao +9 · 1 citation
    Computer Science · Social Sciences · #Spam and Phishing Detection #Misinformation and Its Impacts #Topic Modeling
11. Association of methionine synthase gene polymorphisms with wool production and quality traits in Chinese Merino population12
    2015/08/28 by Enguang Rong, E. G. Rong, Hua Yang +8 · 14 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Folate and B Vitamins Research #RNA regulation and disease #Hair Growth and Disorders
12. DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation
    2026/07/30 by Jiacheng Tao, Qingyun Sun, Haonan Yuan +2
    Computer Science · #cs.AI
13. Generative Distributionally Robust Optimization
    2026/07/27 by Ziwei Zhang, Jonathan Yu-Meng Li, Zhihao Jin
    #cs.LG #cs.AI #math.OC #stat.ML