Zhen Yang

Postdoc, Department of Computer Science, Tsinghua University, Tsinghua University

Joined

May 2022

Names

Zhen Yang (Preferred)

Emails

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

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Department of Computer Science, Tsinghua University, Tsinghua University (mail.tsinghua.edu.cn)

2025 – 2027

PhD student

Department of Computer Science, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Jie Tang

2021 – 2024

Expertise

contrastive learning; negative sampling; graph learning; unsupervised image representation learning

Present

mathematical reasoning; large language model; multimodal large language model

Present

Publications

UI2Code$^N$: A Visual Language Model for Test-Time Scalable Interactive UI-to-Code Generation
Zhen Yang, Wenyi Hong, Mingde Xu, Xinyue Fan, Weihan Wang, Jiale Cheng, Xiaotao Gu, Jie Tang
- Submitted to ICLR 2026
- Readers: Everyone
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
Guanzhong He, Zhen Yang, Jinxin Liu, Bin Xu, Lei Hou, Juanzi Li
- ICLR 2026 Poster
- Readers: Everyone
MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models
Kai Sun, Yushi Bai, Zhen Yang, Jiajie Zhang, Ji Qi, Juanzi Li, Lei Hou
- Submitted to ICLR 2026
- Readers: Everyone
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Wenyi Hong, Wenmeng Yu, Xiaotao Gu, Guo Wang, Guobing Gan, Haomiao Tang, Jiale Cheng, Ji Qi, Junhui Ji, Lihang Pan, Shuaiqi Duan, Weihan Wang, Yan Wang, Yean Cheng, Zehai He, Zhe Su, Zhen Yang, Ziyang Pan, Aohan Zeng, Baoxu Wang et al. (57 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models
Kai Sun, Yushi Bai, Zhen Yang, Jiajie Zhang, Ji Qi, Lei Hou, Juanzi Li
- CoRR 2025
- Readers: Everyone
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning
Zhihuan Jiang, Zhen Yang, Jinhao Chen, Zhengxiao Du, Weihan Wang, Bin Xu, Jie Tang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model
Zhen Yang, Jinhao Chen, Zhengxiao Du, Wenmeng Yu, Weihan Wang, Wenyi Hong, Zhihuan Jiang, Bin Xu, Jie Tang
- Submitted to ICLR 2025
- Readers: Everyone
Does Negative Sampling Matter? a Review With Insights Into its Theory and Applications
Zhen Yang, Ming Ding, Tinglin Huang, Yukuo Cen, Junshuai Song, Bin Xu, Yuxiao Dong, Jie Tang
- IEEE Trans. Pattern Anal. Mach. Intell. 2024
- Readers: Everyone
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning
Zhihuan Jiang, Zhen Yang, Jinhao Chen, Zhengxiao Du, Weihan Wang, Bin Xu, Yuxiao Dong, Jie Tang
- CoRR 2024
- Readers: Everyone
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Aohan Zeng, Bin Xu, Bowen Wang, Chenhui Zhang, Da Yin, Diego Rojas, Guanyu Feng, Hanlin Zhao, Hanyu Lai, Hao Yu, Hongning Wang, Jiadai Sun, Jiajie Zhang, Jiale Cheng, Jiayi Gui, Jie Tang, Jing Zhang, Juanzi Li, Lei Zhao, Lindong Wu et al. (35 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 26 publications

Co-Authors

View all 137 co-authors