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← Authors

Junwei Su

7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge

Conferences

ICML (4) AAAI (1) ECCV (1) ICLR (1)

Top co-authors

Chuan Wu (5) Difan Zou (2) Shan Wu (2) Zijun Zhang (1)

Keywords

catastrophic forgetting (1) incremental learning (1) node classification (1) evaluation metric (1) temporal graph neural network (1) inductive learning (1) error prediction (1) structural shift (1) graph neural network (1) volatility clustering (1) temporal performance (1) node-wise prediction (1)

Papers

SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion ICML 2025 Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks AAAI 2025 A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations ICML 2025 On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks ICML 2025 On the Topology Awareness and Generalization Performance of Graph Neural Networks ECCV 2024 PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks ICLR 2024 Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023