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Rong-Hua Li

  1. Towards Effective and General Graph Unlearning via Mutual Evolution
    2024/01/22 by Xunkai Li, Li, Xunkai, Yulin Zhao +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks
  2. Efficient Core Maintenance in Large Dynamic Graphs
    2012/07/19 by Rong-Hua Li, Jeffrey Xu Yu, Li, Rong-Hua +1 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Caching and Content Delivery #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  3. The Component Diagnosability of Hypercubes with Large-Scale Faulty Nodes
    2020/11/26 by Shurong Zhang, Dongyue Liang, Lin Chen +3 · 4 citations
    Computer Science · Engineering · #Interconnection Networks and Systems #Software-Defined Networks and 5G #Advanced Optical Network Technologies
  4. FedGTA: Topology-aware Averaging for Federated Graph Learning
    2024/01/22 by Xunkai Li, Li, Xunkai, Zhengyu Wu +9 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  5. Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
    2023/12/07 by Henan Sun, Xunkai Li, Sun, Henan +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI)
  6. GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
    2025/04/01 by Enjun Du, Du, Enjun, Xunkai Li +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
  7. AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
    2024/01/22 by Xunkai Li, Zhengyu Wu, Li, Xunkai +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
  8. FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
    2024/04/22 by Yinlin Zhu, Xunkai Li, Zhu, Yinlin +9 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
  9. Privacy-Preserving Graph Embedding based on Local Differential Privacy
    2023/10/17 by Zening Li, Rong-Hua Li, Li, Zening +7 · 2 citations
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Health disparities and outcomes #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
  10. Scalable and Effective Conductance-based Graph Clustering
    2022/11/22 by Longlong Lin, Lin, Longlong, Rong-Hua Li +3 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Rethinking Node-wise Propagation for Large-scale Graph Learning
    2024/02/09 by Xunkai Li, Li, Xunkai, Jingyuan Ma +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  12. A Comprehensive Data-centric Overview of Federated Graph Learning
    2025/07/22 by Zhengyu Wu, Wu, Zhengyu, Xunkai Li +17 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
  13. Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework
    2026/07/17 by Xunkai Li, Guohao Fu, Yuming Ai +4
    #cs.LG
  14. FedOGL: Combating Catastrophic Forgetting in Federated Open-World Multimodal Graph Learning
    2026/07/30 by Zekai Chen, Haodong Lu, Shihao Li +5
    Computer Science · #cs.LG
  15. MMFGU: Multimodal Federated Graph Unlearning
    2026/07/30 by Haodong Lu, Zekai Chen, Weiwei Ji +5
    Computer Science · #cs.LG