Sotabase

Career

· Software Engineer, Kumo

Publications (72)

How Powerful are Graph Neural Networks?
International Conference on Learning Representations · 2018
9,182
cited
Open Graph Benchmark: Datasets for Machine Learning on Graphs
Neural Information Processing Systems · 2020
3,309
cited
Strategies for Pre-training Graph Neural Networks
International Conference on Learning Representations · 2019
1,675
cited
WILDS: A Benchmark of in-the-Wild Distribution Shifts
International Conference on Machine Learning · 2020
1,674
cited
The Open Catalyst 2020 (OC20) Dataset and Community Challenges
ACS Catalysis · 2020
680
cited
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs
NeurIPS Datasets and Benchmarks · 2021
466
cited
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings
International Conference on Learning Representations · 2020
348
cited
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
Neural Information Processing Systems · 2023
148
cited
Isolation and identification of cancer stem-like cells from murine melanoma cell lines.
Cellular & Molecular Immunology · 2007
141
cited
Extending the WILDS Benchmark for Unsupervised Adaptation
International Conference on Learning Representations · 2021
113
cited
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
arXiv.org · 2020
79
cited
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
arXiv.org · 2021
79
cited
miR‑142‑3p promotes osteoblast differentiation by modulating Wnt signaling.
Molecular Medicine Reports · 2013
74
cited
Oroxin B alleviates osteoarthritis through anti-inflammation and inhibition of PI3K/AKT/mTOR signaling pathway and enhancement of autophagy
Frontiers in Endocrinology · 2022
55
cited
Using ABCG2‐molecule‐expressing side population cells to identify cancer stem‐like cells in a human ovarian cell line
Cell Biology International · 2011
53
cited
Pre-training Graph Neural Networks
arXiv.org · 2019
52
cited
Relational Deep Learning: Graph Representation Learning on Relational Databases
arXiv.org · 2023
50
cited
miR-139 is up-regulated in osteoarthritis and inhibits chondrocyte proliferation and migration possibly via suppressing EIF4G2 and IGF1R.
Biochemical and Biophysical Research Communications - BBRC · 2016
46
cited
RelBench: A Benchmark for Deep Learning on Relational Databases
Neural Information Processing Systems · 2024
43
cited
circ_0072464 Shuttled by Bone Mesenchymal Stem Cell-Secreted Extracellular Vesicles Inhibits Nucleus Pulposus Cell Ferroptosis to Relieve Intervertebral Disc Degeneration
Oxidative Medicine and Cellular Longevity · 2022
42
cited
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Weihua Hu | Researcher Profile | Sotabase | Sotabase