π¨βπ About Me
Hi! I am currently a masterβs student at School of Computer Science, Beijing University of Posts and Telecommunications, advised by Prof. Zhonghong Ou. I received my bachelorβs degree from the same school in 2023. In addition, I am working as a research intern at AIR-DREAM Lab of Institute for AI Industry Research (AIR), Tsinghua University, advised by Prof. Xianyuan Zhan.
My research interest includes Robot Learning and Computer Vision. My long-term goal is to build generalist embodied agents in the physical world, with the ability to perform generalizable vision-language understanding, robust action execution, and reliable long-horizon planning.
π₯ News
- 2026.02: Β ππ Our paper X-VLA has been accepted by ICLR 2026!
- 2025.12: Β ππ Our paper UAGLNet has been accepted by IEEE TGRS!
- 2025.05: Β ππ Our paper LBP has been accepted by ICML 2025!
- 2025.02: Β ππ Our paper UniAct has been accepted by CVPR 2025!
π Publications
- Jinliang Zheng$^*$, Jianxiong Li$^*$, Zhihao Wang, Dongxiu Liu, Xirui Kang, Yuchun Feng, Yinan Zheng, Jiayin Zou, Yilun Chen, Jia Zeng, Ya-Qin Zhang, Jiangmiao Pang, Jingjing Liu, Tai Wang, Xianyuan Zhan. X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model. In International Conference on Learning Representations (ICLR 2026). [Code][Website]
- Siyuan Yao, Dongxiu Liu, Taotao Li, Shengjie Li, Wenqi Ren, Xiaochun Cao. UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction. In IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS). [Code]
- Dongxiu Liu$^*$, Haoyi Niu$^*$, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan. Efficient Robotic Policy Learning via Latent Space Backward Planning. In International Conference on Machine Learning (ICML 2025). [Code][Website]
- Jinliang Zheng$^*$, Jianxiong Li$^*$, Dongxiu Liu$^*$, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan. Universal Actions for Enhanced Embodied Foundation Models. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2025). [Code][Website]
π Honors and Awards
- 2025.10 π Champion at IROS AgiBot World Challenge 2025.
- 2023.06 Outstanding Graduate of Beijing.
- 2021.09 Overall Top 0.1% at CCF Certified Software Professional (CSP).
- 2021.05 π Gold Medal at International Collegiate Programming Contest Asia Regional Contest (ICPC).
- 2021.04 Finalist at International Mathematical Contest in Modeling (MCM).
- 2021.04 Individual Gold Medal at China Collegiate Computing Contest (CCCC).
- 2020.11 π₯ Silver Medal at China Collegiate Programming Contest (CCPC).
- 2020.10 π₯ Silver Medal at Collegiate Computer Systems and Programming Contest (CCSP).
π Educations
- 2023.09 - present, Master, Beijing University of Posts and Telecommunications, Beijing.
- 2019.09 - 2023.06, Undergraduate, Beijing University of Posts and Telecommunications, Beijing.
π» Internships
- 2024.09 - present, AIR-DREAM Lab of Institute for AI Industry Research (AIR), Tsinghua University, Beijing.
- 2021.06 - 2021.12, Sensetime Reseach, Beijing.