Yaxuan Zhu

Researcher, AGI, Amazon

Joined

July 2021

Names

Yaxuan Zhu (Preferred)

Emails

****@g.ucla.edu (Confirmed)

****@baidu.com (Confirmed)

****@ucla.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

AGI, Amazon (amazon.com)

2024 – Present

PhD student

Statistics, University of California, Los Angeles (ucla.edu)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yingnian Wu

2019 – 2025

Expertise

Generative model

Present

Energy based model

Present

Diffusion model

Present

Publications

Think Twice Before You Act: Improving Inverse Problem Solving With MCMC
Yaxuan Zhu, Zehao Dou, Haoxin Zheng, Andrew Lizarraga, Yasi Zhang, Ying Nian Wu, Ruiqi Gao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
Yasi Zhang, Peiyu Yu, Yaxuan Zhu, Yingshan Chang, Feng Gao, Ying Nian Wu, Oscar Leong
- NeurIPS 2024 poster
- Readers: Everyone
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
Yaxuan Zhu, Jianwen Xie, Ying Nian Wu, Ruiqi Gao
- ICLR 2024 spotlight
- Readers: Everyone
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
Peiyu Yu, Yaxuan Zhu, Sirui Xie, Xiaojian Ma, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu
- NeurIPS 2023 poster
- Readers: Everyone
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference
Jianwen Xie, Yaxuan Zhu, Yifei Xu, Dingcheng Li, Ping Li
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone
Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation
Yaxuan Zhu, Jianwen Xie, Ping Li
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing
Khoa D. Doan, Jianwen Xie, Yaxuan Zhu, Yang Zhao, Ping Li
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Jianwen Xie, Yaxuan Zhu, Jun Li, Ping Li
- 2022 (modified: 17 Nov 2022)
- ICLR 2022
- Readers: Everyone
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Jianwen Xie, Yaxuan Zhu, Jun Li, Ping Li
- 2022 (modified: 17 Nov 2022)
- ICLR 2022
- Readers: Everyone
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Jianwen Xie, Yaxuan Zhu, Jun Li, Ping Li
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 13 publications

Yaxuan Zhu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors