Xunkai Li - Publications, H-index & Citations

Xunkai Li

Beijing Institute of Technology

7H指数

63论文数

174被引数

收录论文 16

发表时间

Generalized category discovery in federated graph learning 联邦图学习中的泛化类别发现

Expert Systems with Applications

IF7.5

2026-09-29

PREAI

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

Towards Federated Long-Tailed Graph Learning: An energy-guided dual decoupling approach 迈向联邦长尾图学习：一种能量引导的双解耦方法

Knowledge-Based Systems

IF7.6

2026-09-01

PREAI

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

FedSA-GCL: A semi-asynchronous federated graph learning framework with personalized aggregation and cluster-aware broadcasting FedSA-GCL：一个具有个性化聚合和簇感知广播的半异步联邦图学习框架

Knowledge-Based Systems

IF7.6

2026-08-03

PREAI

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

Toward Data-Centric Machine Learning on Directed Graphs: A Survey 面向有向图的数据中心机器学习：综述

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

FedASU: Attention-guided sensitivity unlearning framework for multi-scenario federated graph unlearning FedASU：基于注意力引导的敏感性遗忘框架，用于多场景联邦图遗忘

Expert Systems with Applications

IF7.5

2026-03-26

PREAI

Jiaqi Chao; Xunkai Li; Yuming Ai; Meixia Qu

Towards effective few-shot OOD detection for text-attributed graphs via topology-Text consensus modeling 通过拓扑-文本共识建模实现面向文本属性图的有效小样本OOD检测

Knowledge-Based Systems

IF7.6

2026-03-03

PREAI

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

Effective Bug Detection in Graph Database Engines: An LLM-Based Approach 图数据库引擎中的有效缺陷检测：一种基于LLM的方法

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

FedPPD: Towards effective subgraph federated learning via pseudo prototype distillation FedPPD: 通过伪原型蒸馏实现有效的子图联邦学习

NEURAL NETWORKS

IF6.3

2025-06-07

PREAI

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

OpenFGL: A Comprehensive Benchmark for Federated Graph Learning OpenFGL：用于联邦图学习的综合基准

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

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

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

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

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

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

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

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

研究方向