GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments. - Enjun Du; Xunkai Li; Tian Jin; Zhihan Zhang 005; Rong-Hua Li 001; Guoren Wang (NeurIPS, 2025)

Rethinking Graph Structure Learning in the Era of LLMs. - Zhihan Zhang 005; Xunkai Li; Guang Zeng 001; Hongchao Qin; Ronghua Li 001; Guoren Wang (CoRR, 2025)

When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach. - Zhihan Zhang 005; Xunkai Li; Yilong Zuo; Zhaoxin Fan; Zhenjun Li; Bing Zhou; Rong-Hua Li 001; Guoren Wang (CoRR, 2025)

BoostFGL: Boosting Fairness in Federated Graph Learning. - Zekai Chen; Kairui Yang; Xunkai Li; Henan Sun; Zhihan Zhang 005; Jia Li; Qiangqiang Dai; Rong-Hua Li 001; Guoren Wang (CoRR, 2026)

OptiMAG: Structure-Semantic Alignment via Unbalanced Optimal Transport. - Yilong Zuo; Xunkai Li; Zhihan Zhang 005; Qiangqiang Dai; Ronghua Li 001; Guoren Wang (CoRR, 2026)

RoleMAG: Learning Neighbor Roles in Multimodal Graphs. - Yilong Zuo; Xunkai Li; Zhihan Zhang 005; Ronghua Li 001; Guoren Wang (CoRR, 2026)