Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation. - Tianli Zhang; Tongya Zheng; Zhenbang Xiao; Zulong Chen; Liangyue Li; Zunlei Feng; Dongxiang Zhang; Mingli Song (CIKM, 2024)

Simple Graph Condensation. - Zhenbang Xiao; Yu Wang 176; Shunyu Liu 001; Huiqiong Wang; Mingli Song; Tongya Zheng (ECML/PKDD (2), 2024)

Disentangled Condensation for Large-scale Graphs. - Zhenbang Xiao; Shunyu Liu 001; Yu Wang 176; Tongya Zheng; Mingli Song (CoRR, 2024)

From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks. - Jie Yang; Yuwen Wang; Kaixuan Chen 004; Tongya Zheng; Yihe Zhou; Zhenbang Xiao; Ji Cao 001; Mingli Song; Shunyu Liu 001 (ICLR, 2025)

Disentangled Condensation for Large-scale Graphs. - Zhenbang Xiao; Yu Wang 176; Shunyu Liu 001; Bingde Hu; Huiqiong Wang; Mingli Song; Tongya Zheng (WWW, 2025)

Universal Retrieval for Multimodal Trajectory Modeling. - Xuan Zhang; Ziyan Jiang; Rui Meng; Yifei Leng; Zhenbang Xiao; Zora Zhiruo Wang; Yanyi Shang; Dehan Kong (CoRR, 2025)