Xunkai Li

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1230-7603 ↗

Venues

NeurIPS ×3 VLDB ×3 WWW ×3 AAAI ×2 CIKM ×2 ICDE ×2 IJCAI ×2 ACL ×1 ICML ×1

Frequent coauthors

Rong-Hua Li

×17

Guoren Wang

×15

Zhengyu Wu

×10

Yinlin Zhu

×6

Daohan Su

×5

Wentao Zhang

×5

Henan Sun

×3

Bowen Fan

×3

Guang Zeng

×3

Kaichi Yu

×2

Yuming Ai

×2

Zhilin Guo

×2

Papers

AlgBench: To What Extent Do Large Reasoning Models Understand Algorithms?
ACL 2026 ·
Henan Sun
,
Kaichi Yu
,
Yuyao Wang
,
Bowen Liu
, Xunkai Li,
Rong-Hua Li
,
Nuo Chen
,
Jia Li
PAGE: A Unified Approach for Federated Graph Unlearning
AAAI 2026 ·
Yuming Ai
, Xunkai Li,
Jiaqi Chao
,
Bowen Fan
,
Zhengyu Wu
,
Yinlin Zhu
,
Rong-Hua Li
,
Guoren Wang
Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs
WWW 2026 ·
Bowen Fan
,
Zhilin Guo
, Xunkai Li,
Yihan Zhou
,
Bing Zhou
,
Zhenjun Li
,
Rong-Hua Li
,
Guoren Wang
DiRW: Path-Aware Digraph Learning for Heterophily
CIKM 2025 ·
Daohan Su
, Xunkai Li,
Zhenjun Li
,
Yinping Liao
,
Rong-Hua Li
,
Guoren Wang
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
NeurIPS 2025 ·
Enjun Du
, Xunkai Li,
Tian Jin
,
Zhihan Zhang
,
Rong-Hua Li
,
Guoren Wang
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
VLDB 2025 · Xunkai Li,
Yinlin Zhu
,
Boyang Pang
,
Guochen Yan
,
Yeyu Yan
,
Zening Li
,
Zhengyu Wu
,
Wentao Zhang
,
Ronghua Li
,
Guoren Wang
OpenGU: A Comprehensive Benchmark for Graph Unlearning
NeurIPS 2025 ·
Bowen Fan
,
Yuming Ai
, Xunkai Li,
Zhilin Guo
,
Lei Zhu
,
Guang Zeng
,
Rong-Hua Li
,
Guoren Wang
Rethinking Client-oriented Federated Graph Learning
CIKM 2025 ·
Zekai Chen
, Xunkai Li,
Yinlin Zhu
,
Rong-Hua Li
,
Guoren Wang
Rethinking Federated Graph Learning: A Data Condensation Perspective
IJCAI 2025 ·
Hao Zhang
, Xunkai Li,
Yinlin Zhu
,
Lianglin Hu
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
ICML 2025 · Xunkai Li,
Zhengyu Wu
,
Kaichi Yu
,
Hongchao Qin
,
Guang Zeng
,
Rong-Hua Li
,
Guoren Wang
Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach
WWW 2025 · Xunkai Li,
Daohan Su
,
Zhengyu Wu
,
Guang Zeng
,
Hongchao Qin
,
Rong-Hua Li
,
Guoren Wang
Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement
NeurIPS 2025 ·
Yinlin Zhu
, Xunkai Li,
Jishuo Jia
,
Miao Hu
,
Di Wu
,
Meikang Qiu
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
ICDE 2024 · Xunkai Li,
Zhengyu Wu
,
Wentao Zhang
,
Henan Sun
,
Rong-Hua Li
,
Guoren Wang
Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
ICDE 2024 ·
Henan Sun
, Xunkai Li,
Zhengyu Wu
,
Daohan Su
,
Rong-Hua Li
,
Guoren Wang
FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
IJCAI 2024 ·
Yinlin Zhu
, Xunkai Li,
Zhengyu Wu
,
Di Wu
,
Miao Hu
,
Rong-Hua Li
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
VLDB 2024 · Xunkai Li,
Meihao Liao
,
Zhengyu Wu
,
Daohan Su
,
Wentao Zhang
,
Ronghua Li
,
Guoren Wang
Rethinking Node-wise Propagation for Large-scale Graph Learning
WWW 2024 · Xunkai Li,
Jingyuan Ma
,
Zhengyu Wu
,
Daohan Su
,
Wentao Zhang
,
Rong-Hua Li
,
Guoren Wang
Topology-preserving Graph Coarsening: An Elementary Collapse-based Approach
VLDB 2024 ·
Yuchen Meng
,
Ronghua Li
,
Longlong Lin
, Xunkai Li,
Guoren Wang
Towards Effective and General Graph Unlearning via Mutual Evolution
AAAI 2024 · Xunkai Li,
Yulin Zhao
,
Zhengyu Wu
,
Wentao Zhang
,
Rong-Hua Li
,
Guoren Wang