Scholar
Guanyang Wang
Google Scholar ID: fnDzqzIAAAAJ
Rutgers University
Citations & Impact
Citations
380
H-index
9
i10-index
8
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Papers published:
- - Diffusion Models and Generative AI
- - Antithetic Noise in Diffusion Models
- - CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation
- - Quantum speedup of non-linear Monte Carlo problems
- - On importance sampling and independent Metropolis-Hastings with an unbounded weight function
- - Spectral gap bounds for reversible hybrid Gibbs chains
- - Repeated averages on graphs
- - A phase transition in sampling from Restricted Boltzmann Machines
- - Connecting Quantum Computing with Classical Stochastic Simulation
- - Differentially Private Range Queries with Correlated Input Perturbation
- Awards and Grants:
- - NSF DMS-2210849
- - NSF FET-2403007
- - Adobe Data Science Research Award
Research Experience
- Currently an Assistant Professor in the Department of Statistics at Rutgers University, New Brunswick. Organizes a weekly online seminar on Monte Carlo methods.
Education
- B.S. in Mathematics from the University of Science and Technology of China (USTC) in June 2015; Ph.D. in Mathematics (Ph.D. minor in Statistics) from Stanford University in August 2020, advised by Prof. Persi Diaconis.
Background
- Research interests include Monte Carlo methods, generative AI, quantum computing, and probability. Encourages students with a strong programming background to get in touch.
Miscellany
- Erdős number is 2
