Bio

I am a Ph.D. student (Fall 2018 - present) co-advised by Prof. Jinhui Xu and Prof. Changyou Chen. I received my B.E. degree from Zhejiang University.
I'm broadly interested in machine learning and deep learning.
I worked as a Research Intern with Chunyuan Li (Microsoft Research, Summer 2020), Ruiyi Zhang (Adobe Research, Summer 2021).


Publications

  1. Interactive Image Generation with Natural-Language Feedback
    Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun
    Thirty-Sixth AAAI conference on Artificial Intelligence (AAAI), 2022.

  2. Yufan Zhou*, Zhenyi Wang*, Jiayi Xian, Changyou Chen, Jinhui Xu.
    The Ninth International Conference on Learning Representations (ICLR), 2021.

  3. Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin.
    The Ninth International Conference on Learning Representations (ICLR), 2021.

  4. Yufan Zhou, Changyou Chen, Jinhui Xu.
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020.

  5. Yufan Zhou, Zheshuo Li, Chunwei Ma, Mingchen Gao, Changyou Chen, Hong Zhu, Jinhui Xu.
    IEEE International Symposium on Biomedical Imaging (ISBI), 2020.

  6. Fan Yang, Alina Vereshchaka, Yufan Zhou, Changyou Chen, Wen Dong.
    Thirty-Forth AAAI conference on Artificial Intelligence (AAAI), 2020.

  7. Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen.
    Thirty-Forth AAAI conference on Artificial Intelligence (AAAI), 2020.

  8. Yufan Zhou, Zheshuo Li, Hong Zhu, Changyou Chen, Mingchen Gao, Kai Xu, Jinhui Xu.
    International Conference on Medical Image Computing and Computer Assisted Intervention, Brain Lesion Workshop (BrainLes, MICCAI), 2018.

Manuscripts/Preprints

  1. Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun.

  2. A Generic Approach for Enhancing GANs by Regularized Latent Optimization
    Yufan Zhou, Chunyuan Li, Changyou Chen, Jinhui Xu.


  3. KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling
    Yufan Zhou, Changyou Chen, Jinhui Xu.

  4. Graph Neural Networks with Composite Kernels
    Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu.

Professional Service