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Zhengxiong Luo

full-time researcher
ByteDance Seed
lzxlog@qq.com


Google Scholar Citations

About Me

I received my bachelor’s degree in Mechanical Engineering from Shanghai Jiao Tong University (SJTU) and my Ph.D. from the Institute of Automation, Chinese Academy of Sciences (CASIA). From July 2023 to February 2025, I worked as a full-time researcher at the Beijing Academy of Artificial Intelligence (BAAI). I am currently a full-time researcher at ByteDance Seed.

Research Interests

My current research focuses on unifying multimodal generation and understanding. My previous work has covered human pose estimation, low-level vision tasks, and video generation.

Selected Publications [Full List]

  1. Image arXiv
    Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation
    Chao Liao, Liyang Liu, Xun Wang, Zhengxiong Luo, Xinyu Zhang, Wenliang Zhao, Jie Wu, Liang Li, Zhi Tian, Weilin Huang
    arXiv preprint arXiv:2505.05472, 2025.
    PDF

  2. Image CVPR
    CI-VID: A Coherent Interleaved Text-Video Dataset
    Yiming Ju, Jijin Hu, Zhengxiong Luo, Haoge Deng, hanyu Zhao, Li Du, Chengwei Wu, Donglin Hao, Xinlong Wang, Tengfei Pan
    arXiv preprint arXiv:2507.01938, 2025.
    PDF Code

  3. Image Nature
    Emu3: Next-Token Prediction is All You Need
    Xinlong Wang, Xiaosong Zhang, Zhengxiong Luo, Quan Sun, Yufeng Cui, Jinsheng Wang, Fan Zhang, Yueze Wang, Zhen Li, Qiying Yu, Yingli Zhao, Yulong Ao, Xuebin Min, Tao Li, Boya Wu, Bo Zhao, Bowen Zhang, Liangdong Wang, Guang Liu, Zheqi He, Xi Yang, Jingjing Liu, Yonghua Lin, Tiejun Huang, Zhongyuan Wang
    arXiv preprint arXiv:2409.18869, 2024.
    PDF Code Project Page

  4. Image ICLR
    Autoregressive video generation without vector quantization
    Haoge Deng, Ting Pan, Haiwen Diao, Zhengxiong Luo, Yufeng Cui, Huchuan Lu, Shiguang Shan, Yonggang Qi, Xinlong Wang
    arXiv preprint arXiv:2603.07102, 2026.
    PDF

  5. Image IJCV
    End-to-End Alternating Optimization for Real-World Blind Super Resolution
    Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan
    International Journal of Computer Vision (IJCV), 2023, volume 131, pp. 3152-3169.
    PDF Code

  6. Image CVPR
    VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
    Zhengxiong Luo, Dayou Chen, Yingya Zhang, Yan Huang, Liang Wang, Yujun Shen, Deli Zhao, Jinren Zhou, Tieniu Tan
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 10209-10218.
    PDF

  7. Image CVPR
    Learning the Degradation Distribution for Deep Blind Super Resolution
    Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 6063-6072.
    PDF Code

  8. Image CVPR
    Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
    Zhengxiong Luo, Zhicheng Wang, Yan Huang, Liang Wang, Tieniu Tan, Erjin Zhou
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 13264-13273.
    PDF

  9. Image ICME
    Efficient Human Pose Estimation by Learning Deeply Aggregated Representations
    Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, Guan Wang, Yan Huang, Liang Wang, Tieniu Tan, Jian Sun
    IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6.
    PDF

  10. Image NeurIPS
    Unfolding the Alternating Optimization for Blind Super Resolution
    Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan
    Advances in Neural Information Processing Systems (NeurIPS), 2020, volume 33, pp. 5632-5643.
    PDF Code


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