Xinchen Zhang

I am a first-year master student at IIGroup in Tsinghua University, supervised by Prof. Yujiu Yang. I received my Bachelor's degree at School of Artificial Intelligence, Xidian University.

Previously, I was honoured to work with Prof. Hao Zhu and Prof. Licheng Jiao at IPIU in Xidian University. I am currently working closely with Dr. Ling Yang and Prof. Bin Cui from DAIR Lab in Peking University.

Email  /  WeChat  /  Github  /  Google Scholar

Welcome to any types of research collaboration and discussions! I am actively looking for research internship opportunities in either academia or industry. Feel free to contact me via email or WeChat.

profile photo
News
  • [Oct, 2024] I will give a talk at TechBeat about compositional text-to-image generation.
  • [Oct, 2024] I propose IterComp, leveraging iterative RLHF to achieve fast and realistic text-to-image generation.
  • [Sep, 2024] RealCompo is accepted by NeurIPS 2024.
  • [Feb, 2024] I propose RealCompo, achieving the balance of compositionality and realism in controllable text-to-image generation.
  • [Sep, 2023] Qualified to be exempted from Tsinghua University for postgraduate studies.
  • [May, 2023] Check out our recent work RPF-Net.
Research

My current research interests include Controllable Text-to-Image Generation, Text-to-Video Generation and Multimodal Large Language Models.

Publications

(* denotes equal contribution.)

profile photo IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Xinchen Zhang*, Ling Yang*, Guohao Li, Yaqi Cai, Jiake Xie, Yong Tang, Yujiu Yang, Mengdi Wang, Bin Cui
arXiv, 2024
Preprint / Github/ Checkpoints

profile photo RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
Xinchen Zhang*, Ling Yang*, Yaqi Cai, Zhaochen Yu, Kaini Wang, Jiake Xie, Ye Tian, Minkai Xu, Yong Tang, Yujiu Yang, Bin Cui
NeurIPS 2024
Project page / Preprint / Github

profile photo Recurrent Progressive Fusion-based Learning for Multi-source Remote Sensing Image Classification
Xinchen Zhang, Hao Zhu, Xiaotong Li, Biao Hou, Wenhao Zhao, Xiaoyu Yi, Wenping Ma, Licheng Jiao
Submit to PR / Github

Education
THU logo Tsinghua University
M.Eng. in Artificial Intelligence (2024 - )
Advisor: Prof. Yujiu Yang
XDU logo Xidian University
B.Eng. in Artificial Intelligence (2020 - 2024)
Advisor: Prof. Hao Zhu, Prof. Licheng Jiao
Services
  • Conference Reviewer:
    • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
    • International Conference on Learning Representations (ICLR) 2025
  • Journal Reviewer:
Honors & Awards
  • Special Prize Scholarship, 2022
  • First Prize Scholarship, 2021
  • First Prize, The Chinese Mathematics Competitions (CMC), 2021
  • First Prize, China Undergraduate Mathematical Contest in Modeling (CUMCM), 2021
  • First Prize (Meritorious Winner), International Mathematical Contest in Modeling (MCM/ICM), 2022