Awesome Graph Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Zhewei Wei — most-cited papers & profile · Graph Learning
← authors
·
overview
Zhewei Wei
23
papers ·
674
citations ·
37
h-index
Beijing Academy of Artificial Intelligence · Renmin University of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Simple and Deep Graph Convolutional Networks
2020 · 402 citations
A survey of dynamic graph neural networks
2024 · 92 citations
Scalable Graph Embeddings via Sparse Transpose Proximities
2019 · 60 citations
Scalable Graph Neural Networks via Bidirectional Propagation
2020 · 46 citations
BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation
2021 · 30 citations
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
2022 · 15 citations
Graph Neural Networks Inspired by Classical Iterative Algorithms
2021 · 13 citations
Graph Neural Networks with Learnable and Optimal Polynomial Bases
2023 · 8 citations
Instant Graph Neural Networks for Dynamic Graphs
2022 · 1 citations
LON-GNN: Spectral GNNs with Learnable Orthonormal Basis
2023 · 1 citations
Decoupled Graph Neural Networks for Large Dynamic Graphs
2023 · 1 citations
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials
2023 · 1 citations
ReDiSC: A Reparameterized Masked Diffusion Model for Scalable Node Classification with Structured Predictions
2025
Rethinking Link Prediction for Directed Graphs
2025
Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical Report
2025
Top co-authors
Yaliang Li
· 5
Bolin Ding
· 4
Yanping Zheng
· 4
Zengfeng Huang
· 3
Zhen Wang
· 3
Jiajun Liu
· 2
Ming Chen
· 2
David Wipf
· 1
Dianhai Yu
· 1
Haipeng Ding
· 1
Hongteng Xu
· 1
Jinjing Zhou
· 1
Topics
GNN Architectures
Theory & Expressivity
Temporal & Dynamic
Recommendation Graphs