Sotabase

Career

· Postdoctoral Researcher, Stanford AI Lab & Genentech2023–

Publications (33)

Scientific discovery in the age of artificial intelligence
Nature · 2023
1,351
cited
Pre-training Molecular Graph Representation with 3D Geometry
International Conference on Learning Representations · 2021
415
cited
Unsupervised Point Cloud Pre-training via Occlusion Completion
IEEE International Conference on Computer Vision · 2020
304
cited
Stable Dopant-Free Asymmetric Heterocontact Silicon Solar Cells with Efficiencies above 20%
2018
179
cited
Dopant‐Free Partial Rear Contacts Enabling 23% Silicon Solar Cells
Advanced Energy Materials · 2019
96
cited
Biomni: A General-Purpose Biomedical AI Agent
bioRxiv · 2025
82
cited
Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence
Nature Machine Intelligence · 2021
70
cited
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
International Conference on Learning Representations · 2024
43
cited
Negative capacitance 2D MoS2 transistors with sub-60mV/dec subthreshold swing over 6 orders, 250 μA/μm current density, and nearly-hysteresis-free
International Electron Devices Meeting · 2017
40
cited
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
Neural Information Processing Systems · 2022
34
cited
An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision
arXiv.org · 2019
28
cited
Iterative Teaching by Label Synthesis
Neural Information Processing Systems · 2021
18
cited
Matching Point Sets with Quantum Circuit Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2021
11
cited
Metric Mirages in Cell Embeddings
bioRxiv · 2024
11
cited
Pre-Training by Completing Point Clouds
arXiv.org · 2021
10
cited
Molecular Mechanism of Self-Assembly of Aromatic Oligoamides into Interlocked Double-Helix Foldamers.
Journal of Physical Chemistry B · 2017
8
cited
Limitations of cell embedding metrics assessed using drifting islands.
Nature Biotechnology · 2025
7
cited
Microchannel contacting of crystalline silicon solar cells
Scientific Reports · 2017
7
cited
GraphCG: Unsupervised Discovery of Steerable Factors in Graphs
6
cited
Neural random subspace
Pattern Recognition · 2019
6
cited
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Hanchen Wang | Researcher Profile | Sotabase | Sotabase