Xunkai Li - Publications, H-index & Citations

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Xunkai Li

Beijing Institute of Technology

7H-index

63Paper Count

174Citation Count

Published Papers 16

Publication Date

Generalized category discovery in federated graph learning

Expert Systems with Applications

IF7.5

2026-09-29

PREAI

Yuan, Zhongzheng; Guo, Lianshuai; Li, Xunkai; Wang, Wenyu; Qu, Meixia

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Towards Federated Long-Tailed Graph Learning: An energy-guided dual decoupling approach

Knowledge-Based Systems

IF7.6

2026-09-01

PREAI

Guo, Lianshuai; Yuan, Zhongzheng; Li, Xunkai; Qu, Meixia; Wang, Wenyu

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FedSA-GCL: A semi-asynchronous federated graph learning framework with personalized aggregation and cluster-aware broadcasting

Knowledge-Based Systems

IF7.6

2026-08-03

PREAI

Yuan, Zhongzheng; Guo, Lianshuai; Li, Xunkai; Zhu, Yinlin; Wang, Wenyu; Qu, Meixia

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Toward Data-Centric Machine Learning on Directed Graphs: A Survey

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-05-12

PREAI

Henan Sun; Xunkai Li; Daohan Su; Junyi Han; Rong-Hua Li; Guoren Wang

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FedASU: Attention-guided sensitivity unlearning framework for multi-scenario federated graph unlearning

Expert Systems with Applications

IF7.5

2026-03-26

PREAI

Jiaqi Chao; Xunkai Li; Yuming Ai; Meixia Qu

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Towards effective few-shot OOD detection for text-attributed graphs via topology-Text consensus modeling

Knowledge-Based Systems

IF7.6

2026-03-03

PREAI

Xu Wang; Yinlin Zhu; Xunkai Li; Meixia Qu; Wenyu Wang

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Effective Bug Detection in Graph Database Engines: An LLM-Based Approach

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-01-21

PREAI

Jiayi Wu; Zhengyu Wu; Xunkai Li; Rong-Hua Li; Hongchao Qin; Guoren Wang

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FedPPD: Towards effective subgraph federated learning via pseudo prototype distillation

NEURAL NETWORKS

IF6.3

2025-06-07

PREAI

Lin, Qi; Jia, Jishuo; Zhu, Yinlin; Li, Xunkai; Jiang, Bin; Qu, Meixia

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OpenFGL: A Comprehensive Benchmark for Federated Graph Learning

Proceedings of the VLDB Endowment

IF3.3

2025-01-01

PREAI

Xunkai Li; Yinlin Zhu; Boyang Pang; Guochen Yan; Yeyu Yan; Zening Li; Zhengyu Wu; Wentao Zhang; Rong-Hua Li; Guoren Wang

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LoyalDE: Improving the performance of Graph Neural Networks with loyal node discovery and emphasis

NEURAL NETWORKS

IF6.3

2023-07-01

PREAI

Wei, Haotong; Zhu, Yinlin; Li, Xunkai; Jiang, Bin

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The longevity protein p66Shc is required for neonatal heart regeneration

JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY

IF4.7

2023-04-01

PREAI

Huang, Chengzhen; Ding, Tong; Zhang, Yuan; Li, Xunkai; Sun, Xin; Lv, Shuangjie; Hao, Yanyan; Bai, Lina; Liu, Ning; Xie, Yifan; Chen, Houzao; Nie, Yu

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Handling information loss of graph convolutional networks in collaborative filtering

enterprise information systems

IF3.4

2022-11-01

PREAI

Xiong, Xin; Li, XunKai; Hu, YouPeng; Wu, YiXuan; Yin, Jian

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Siamese Network Based Multiscale Self-Supervised Heterogeneous Graph Representation Learning

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Chen, Zijun; Luo, Lihui; Li, Xunkai; Jiang, Bin; Guo, Qiang; Wang, Chunpeng

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Adaptive Hypergraph Auto-Encoder for Relational Data Clustering

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-01-01

PREAI

Hu, Youpeng; Li, Xunkai; Wang, Yujie; Wu, Yixuan; Zhao, Yining; Yan, Chenggang; Yin, Jian; Gao, Yue

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A Simple Graph Convolutional Network With Abundant Interaction for Collaborative Filtering

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Guo, Ronghui; Li, Xunkai; Hu, Youpeng; Wu, Yixuan; Xiong, Xin; Qu, Meixia

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A Deep Graph Structured Clustering Network

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Li, Xunkai; Hu, Youpeng; Sun, Yaoqi; Hu, Ji; Zhang, Jiyong; Qu, Meixia

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Research Directions