Lizhen Lin

Full Professor, University of Maryland, College Park

Joined

July 2019

Names

Lizhen Lin (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

DBLP

Career & Education History

Full Professor

University of Maryland, College Park (umd.edu)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Amortized Structural Variational Inference
Shitao Fan, Carlos Misael Madrid Padilla, Yun Yang, Lizhen Lin
- AISTATS 2026 Poster
- Readers: Everyone
Schreier-Coset Graph Rewiring
Aryan Mishra, Lizhen Lin
- Submitted to ICLR 2026
- Readers: Everyone
Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic Dimensionality
Kyeongwon Lee, Lizhen Lin, Jaewoo Park, Seonghyun Jeong
- NeurIPS 2025 poster
- Readers: Everyone
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
Shivam Kumar, Yun Yang, Lizhen Lin
- ICML 2025 poster
- Readers: Everyone
Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation
Rong Tang, Lizhen Lin, Yun Yang
- ICLR 2025 Poster
- Readers: Everyone
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
Shivam Kumar, Yun Yang, Lizhen Lin
- Submitted to ICLR 2025
- Readers: Everyone
Bayesian Nonparametric Learning using the Maximum Mean Discrepancy Measure for Synthetic Data Generation
Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networks
Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin
- Accepted by TMLR
- Readers: Everyone
Communication Efficient Parallel Algorithms for Optimization on Manifolds
Bayan Saparbayeva, Michael Minyi Zhang, Lizhen Lin
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
On clustering network-valued data
Soumendu Sundar Mukherjee, Purnamrita Sarkar, Lizhen Lin
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone

View all 11 publications