Dai Shi

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICLR (2) ACML (1) CVPR (1)

Top co-authors

Andi Han (3) Zhiyong Wang (2) Yi Guo (2) Lequan Lin (2) Junbin Gao (2) Zhiqi Shao (1) Gao Junbin (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Core Methods (1) Generation (1) Models (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

graph neural network (3) link prediction (2) node classification (2) attention mechanism (1) model architecture (1) weisfeiler-lehman test (1) expressive power (1) hyperparameter tuning (1) diffusion model (1) dynamical system (1) graph convolution (1) graph convolution network (1) feature propagation (1) dynamic mode decomposition (1) koopman theory (1) ricci curvature (1) aggregated attention (1) foveal visual perception (1) image classification (1) convolutional glu (1)

Papers

Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning ICLR 2025 When Graph Neural Networks Meet Dynamic Mode Decomposition ICLR 2025 TransNeXt: Robust Foveal Visual Perception for Vision Transformers CVPR 2024 A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models ACML 2023