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Guanyang Wang

Assistant Professor, Rutgers University

2 papers at NeurIPS 2025

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Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation
#3607 · Bowen Song, Zecheng Zhang, Zhaoxu Luo, Jason Hu, Wei Yuan, Jing Jia, Zhengxu Tang, Guanyang Wang, Liyue Shen

We unveil a novel linearity relationship between the input noise and outputs in diffusion models.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Quantum speedup of non-linear Monte Carlo problems
#607 Spotlight · Jose Blanchet, Yassine Hamoudi, Mario Szegedy, Guanyang Wang

A near-optimal quantum-accelerated Monte Carlo estimator for nested expectations