Junwei Su

Venues

Frequent coauthors

Papers

1. A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations
   ICML 2025 · Junwei Su
2. Heta: Distributed Training of Heterogeneous Graph Neural Networks
   VLDB 2025 ·

   Yuchen Zhong

   DBLP profile ↗ORCID search ↗
3. On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
   ICML 2025 · Junwei Su
4. SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
   ICML 2025 · Junwei Su
5. Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks
   AAAI 2025 · Junwei Su
6. MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline
   SIGKDD 2024 ·

   Guangming Sheng

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7. On the Topology Awareness and Generalization Performance of Graph Neural Networks
   ECCV 2024 · Junwei Su
8. PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks
   ICLR 2024 · Junwei Su