Sotabase

Career

· Associate Professor, ETH Zürich2025–
· Assistant Professor, ETH Zürich2020–2024
· Assistant Professor, University of Illinois at Urbana-Champaign2016–2020
· M.S. in Computational Science & Engineering, Georgia Institute of Technology2014–2015
· Ph.D. in Operations Research, Georgia Institute of Technology2010–2015
· B.S. in Mathematics, University of Science and Technology of China2006–2010

Publications (267)

SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
International Conference on Machine Learning · 2017
293
cited
Stochastic Alternating Direction Method of Multipliers
International Conference on Machine Learning · 2013
291
cited
A Sensitive Aptasensor Based on a Hemin/G-Quadruplex-Assisted Signal Amplification Strategy for Electrochemical Detection of Gastric Cancer Exosomes.
Small · 2019
252
cited
Scalable Kernel Methods via Doubly Stochastic Gradients
Neural Information Processing Systems · 2014
233
cited
Region‐specific disturbed iron distribution in early idiopathic Parkinson's disease measured by quantitative susceptibility mapping
Human Brain Mapping · 2015
197
cited
The SCN1A Mutation Database: Updating Information and Analysis of the Relationships among Genotype, Functional Alteration, and Phenotype
Human Mutation · 2015
186
cited
Recent progresses in DNA nanostructure-based biosensors for detection of tumor markers.
Biosensors & bioelectronics · 2018
145
cited
Selection of HBsAg-Specific DNA Aptamers Based on Carboxylated Magnetic Nanoparticles and Their Application in the Rapid and Simple Detection of Hepatitis B Virus Infection.
ACS Applied Materials and Interfaces · 2015
145
cited
Current signal amplification strategies in aptamer-based electrochemical biosensor: A review
2021
141
cited
Time-Sensitive Recommendation From Recurrent User Activities
Neural Information Processing Systems · 2015
137
cited
Titin mutation associated with responsiveness to checkpoint blockades in solid tumors.
JCI Insight · 2019
134
cited
Learning from Conditional Distributions via Dual Embeddings
International Conference on Artificial Intelligence and Statistics · 2016
133
cited
Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems
Neural Information Processing Systems · 2020
122
cited
Longitudinal atlas for normative human brain development and aging over the lifespan using quantitative susceptibility mapping
NeuroImage · 2018
120
cited
Ion Channel Genes and Epilepsy: Functional Alteration, Pathogenic Potential, and Mechanism of Epilepsy
Neuroscience Bulletin · 2017
119
cited
Stochastic Generative Hashing
International Conference on Machine Learning · 2017
112
cited
Optimization for Reinforcement Learning: From a single agent to cooperative agents
IEEE Signal Processing Magazine · 2019
101
cited
A simple fluorescence aptasensor for gastric cancer exosome detection based on branched rolling circle amplification.
Nanoscale · 2020
99
cited
An aptamer-based new method for competitive fluorescence detection of exosomes.
Nanoscale · 2019
90
cited
HLA-A*24:02 as a common risk factor for antiepileptic drug–induced cutaneous adverse reactions
Neurology · 2017
90
cited
Sotabase