Graph Relearn Network: Reducing performance variance and improving prediction accuracy of graph neural networks. - Zhenhua Huang 002; Kunhao Li; Yihang Jiang 002; Zhaohong Jia; Linyuan Lv; Yunjie Ma (Knowl. Based Syst., 2024)

An efficient community-aware pre-training method for graph neural networks. - Zhenhua Huang 002; Wenhao Zhou; Yihang Jiang 002; Zhaohong Jia; Linyuan Lü; Yunjie Ma (Pattern Recognit., 2026)

TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems. - Rui Sun; Jie Ding; Chenghua Gong; Tianjun Gu; Yihang Jiang 002; Juyuan Zhang; Liming Pan; Linyuan Lü (CoRR, 2026)

Advancing Opinion Dynamics Modeling with Neural Diffusion-Convection-Reaction Equation. - Chenghua Gong; Yihang Jiang 002; Hao Li; Rui Sun; Juyuan Zhang; Tianjun Gu; Liming Pan; Linyuan Lü (CoRR, 2026)