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Publications are listed by category in reverse chronological order.
Copyright and all associated rights remain with the authors or relevant copyright holders (e.g., ACM and
IEEE).
2026
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📄[SIGMOD-26]Rui Guo1, Zezhong Ding1, Xike Xie, Jianliang Xu,
SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine.
(PDF)(Code)
2025
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📄[arXiv-25] Shuo Han, Yukun Cao, Zezhong Ding, Zengyi Gao, S. Kevin Zhou, Xike Xie, See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models.
(PDF)
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📄[arXiv-25] Shangyou Wang1, Zezhong Ding1, Xike Xie,
SamGoG: A Sampling-Based Graph-of-Graphs
Framework for Imbalanced Graph Classification.
(PDF)(Code)
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📄[NeurIPS-25] Jin Li1, Zezhong Ding1, Xike Xie,
DuetGraph: Coarse-to-Fine Knowledge Graph
Reasoning with Dual-Pathway Global-Local Fusion.
(PDF)(Code)
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📄[ACL-25] Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou, GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding. (PDF)
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📄[SIGMOD-25] Yongan Xiang1, Zezhong Ding1, Rui Guo, Shangyou Wang, Xike Xie, S. Kevin Zhou,
Capsule: An Out-of-Core Training Mechanism for Colossal GNNs.
(PDF)(Code)(Press)
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📄[TC-25] Zezhong Ding, Deyu Kong, Zhuoxu Zhang, Xike Xie, Jianliang Xu,
ClusPar: A Game-Theoretic Approach for Efficient and Scalable Streaming Edge Partitioning.
(PDF)(Code)
2024
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📄[SIGMOD-24] Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou,
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning.
(PDF)(Code)(Slides)(Press)