Zanlin Ni

PhD student, Automation, Tsinghua University, Tsinghua University

Joined

September 2020

Names

Zanlin Ni (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Automation, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2022 – Present

Undergrad student

Automation, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Gao Huang

2022 – Present

Expertise

diffusion language models

2025 – Present

Publications

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models
Zanlin Ni, Shenzhi Wang, Yang Yue, Tianyu Yu, Weilin Zhao, Yeguo Hua, Tianyi Chen, Jun Song, Cheng Yu, Bo Zheng, Gao Huang
- ICML 2026 spotlight
- Readers: Everyone
Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model
Renping Zhou, Zanlin Ni, Tianyi Chen, Zeyu Liu, Yang Yue, Yulin Wang, Yuxuan Wang, Jingshu Liu, Gao Huang
- CoRR 2025
- Readers: Everyone
AdaGen: Learning Adaptive Policy for Image Synthesis
Zanlin Ni, Yulin Wang, Yeguo Hua, Renping Zhou, Jiayi Guo, Jun Song, Bo Zheng, Gao Huang
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception
Yulin Wang, Yang Yue, Huanqian Wang, Haojun Jiang, Yizeng Han, Zanlin Ni, Yifan Pu, Minglei Shi, Rui Lu, Qisen Yang, Andrew Zhao, Zhuofan Xia, Shiji Song, Gao Huang
- CoRR 2025
- Readers: Everyone
InfoPro: Locally Supervised Deep Learning by Maximizing Information Propagation
Yulin Wang, Zanlin Ni, Yifan Pu, Cai Zhou, Jixuan Ying, Shiji Song, Gao Huang
- Int. J. Comput. Vis. 2025
- Readers: Everyone
CODA: Repurposing Continuous VAEs for Discrete Tokenization
Zeyu Liu, Zanlin Ni, Yeguo Hua, Xin Deng, Xiao Ma, Cheng Zhong, Gao Huang
- CoRR 2025
- Readers: Everyone
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment
Jiayi Guo, Junhao Zhao, Chaoqun Du, Yulin Wang, Chunjiang Ge, Zanlin Ni, Shiji Song, Humphrey Shi, Gao Huang
- CVPR 2025
- Readers: Everyone
Cross-modal adapter for vision-language retrieval
Haojun Jiang, Jianke Zhang, Rui Huang, Chunjiang Ge, Zanlin Ni, Shiji Song, Gao Huang
- Pattern Recognit. 2025
- Readers: Everyone
LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images
Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Gao Huang
- Crossref
- Readers: Everyone
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation
Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang
- Crossref
- Readers: Everyone

View all 30 publications

Co-Authors

View all 57 co-authors