Peng Sun

PhD student, Westlake University

Joined

April 2022

Names

Peng Sun (Preferred)

,

peng sun

,

Peng SUN

Emails

****@gmail.com (Confirmed)

,

****@westlake.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Westlake University (westlake.edu)

2023 – 2028

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

Machine Learning Theory

2023 – Present

Publications

Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
Peng Sun, Tao Lin
- ICLR 2026 Poster
- Readers: Everyone
Unified Continuous Generative Models for Denoising-based Diffusion
Peng Sun, Yansen Han, Yi Jiang, Tao Lin
- Submitted to ICLR 2026
- Readers: Everyone
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Zhenglin Cheng, Peng Sun, Jianguo Li, Tao Lin
- ICLR 2026 Poster
- Readers: Everyone
Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty
Ziyu Chen, Peng Sun, Xinbei Jiang, Tao Lin
- Submitted to ICLR 2026
- Readers: Everyone
Toward Editable Vector Graphics: Layered SVG Synthesis from Multimodal Prompts
Rongxiang Zhang, Xinyi Shang, Peng Sun, Tao Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
IOMM: Fast Pre-training of Unified Multimodal Models without Text-Image Pairs
Peng Sun, Jun Xie, Tao Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Generative Modeling with Explicit Memory
Yi Tang, Peng Sun, Zhenglin Cheng, Tao Lin
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Model-Centric: Collaborative Data Optimization for Reusing and Sharing
Xinyi Shang, Peng Sun, Fengyuan Liu, Tao Lin
- Submitted to ICLR 2026
- Readers: Everyone
Safeguarding Visual Privacy in Dataset Distillation: Robust Initialization via Augmentation
Shuo Shi, Peng Sun, Xinyi Shang, Chunyi Zhou, Tianyu Du, Tao Lin
- Submitted to ICLR 2026
- Readers: Everyone
Atomos: Hierarchical Reasoning From Atomic Steps
Deyuan Liu, Peng Sun, Tao Lin, Jie Fu
- Submitted to ICLR 2026
- Readers: Everyone

View all 23 publications

Co-Authors