Xunkai Li

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. 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)
5. GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
   2025/04/01 by Enjun Du, Du, Enjun, Xunkai Li +9 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
6. 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)
7. 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)
8. 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
9. OpenRTAG: A Comprehensive Benchmark for Robust Text-Attributed Graph Learning under Data Quality Degradation
   2026/07/21 by Yuze Dai, Zhihan Zhang, Yan Zhao +6
   #cs.AI
10. 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