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Junwei Su

8 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×3AAAI ×1ECCV ×1ICLR ×1SIGKDD ×1VLDB ×1

Frequent coauthors

Chuan Wu
×6
Shan Wu
×2
Yuchen Zhong
×1
Minjie Wang
×1
Guangming Sheng
×1
Chao Huang
×1
Difan Zou
×1

Papers

  1. A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations
    ICML 2025 · Junwei Su,
    Chuan Wu
  2. Heta: Distributed Training of Heterogeneous Graph Neural Networks
    VLDB 2025 ·
    Yuchen Zhong
    , Junwei Su,
    Chuan Wu
    ,
    Minjie Wang
  3. On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
    ICML 2025 · Junwei Su,
    Chuan Wu
  4. SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
    ICML 2025 · Junwei Su,
    Shan Wu
  5. Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks
    AAAI 2025 · Junwei Su,
    Shan Wu
  6. MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline
    SIGKDD 2024 ·
    Guangming Sheng
    , Junwei Su,
    Chao Huang
    ,
    Chuan Wu
  7. On the Topology Awareness and Generalization Performance of Graph Neural Networks
    ECCV 2024 · Junwei Su,
    Chuan Wu
  8. PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks
    ICLR 2024 · Junwei Su,
    Difan Zou
    ,
    Chuan Wu