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Li, Xunkai

  1. Internal Consistency and Self-Feedback in Large Language Models: A Survey
    2024/07/19 by Xun Liang, Shichao Song, Liang, Xun +15 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  2. 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
  3. FedGTA: Topology-aware Averaging for Federated Graph Learning
    2024/01/22 by Xunkai Li, Zhengyu Wu, Li, Xunkai +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)
  4. OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
    2024/08/29 by Li, Xunkai, Zhu, Yinlin, Pang, Boyang +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #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, Sun, Henan, Xunkai Li +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, Xunkai Li, Du, Enjun +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, Li, Xunkai, Zhengyu Wu +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. Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
    2024/12/17 by Li, Xunkai, Wu, Zhengyu, Wu, Jiayi +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Towards Data-centric Machine Learning on Directed Graphs: a Survey
    2024/11/28 by Sun, Henan, Li, Xunkai, Su, Daohan +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  11. OpenGU: A Comprehensive Benchmark for Graph Unlearning
    2025/01/06 by Fan, Bowen, Ai, Yuming, Li, Xunkai +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. 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)
  13. Toward General and Robust LLM-enhanced Text-attributed Graph Learning
    2025/04/03 by Zhang, Zihao, Li, Xunkai, Li, Rong-Hua +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Rethinking Federated Graph Learning: A Data Condensation Perspective
    2025/05/05 by Zhang, Hao, Li, Xunkai, Zhu, Yinlin +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)