Zilong Zheng

Ph.D. Candidate in Computer Science at UCLA

Engineering VI 491, 404 Westwood Plaza

University of California, Los Angeles

Email: z.zheng[at]ucla[dot]edu

I am a fifth year Ph.D. candidate in the Department of Computer Science, UCLA. I am currently doing research on machine learning at Center for Vision, Cognition, Learning, and Autonomy (VCLA), under the supervision of Prof. Song-chun Zhu. Before that, I obtained bachelor degree of Computer Science at University of Minnesota. I also received B.E. degree in Micro-electronic Technology from University of Electronic Science and Technology of China (UESTC). My research interests lie in Machine Learning, Natural Language Processing and Cognitive Science.

News

2021/03 Three papers are accepted in CVPR’21, including two Oral papers! :sparkles: :smile:
2020/11 Two papers are accepted in AAAI’21!

Publications

*: Equal contribution

Latest

  1. Journal
    Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Multi-Modal Conditional Learning TPAMI
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2021
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    Learning Triadic Belief Dynamics in Nonverbal Communication from Videos CVPR'21
    In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) , 2021 (Oral)
  3. project thumbnail
    Patchwise Generative ConvNet: Training an Energy-Based Model from a Single Natural Image for Internal Learning CVPR'21
    Zilong Zheng, Jianwen Xie, and Ping Li
    In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) , 2021 (Oral)
  4. project thumbnail
    Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification CVPR'21
    In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) , 2021

2021

  1. project thumbnail
    Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler AAAI'21
    Jianwen Xie, Zilong Zheng, and Ping Li
    The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) , 2021
  2. project thumbnail
    Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation AAAI'21
    The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) , 2021

2020

  1. Journal
    Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis TPAMI
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2020
  2. project thumbnail
    Joint Inference of States, Robot Knowledge, and Human (False-)Beliefs ICRA'20
    In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA) , 2020
  3. project thumbnail
    Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns AAAI'20
    The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) , 2020 (Oral)

2019

  1. project thumbnail
    Reasoning Visual Dialogs with Structural and Partial Observations CVPR'19
    Zilong Zheng*, Wenguan Wang*, Siyuan Qi*, and Song-Chun Zhu
    In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) , 2019 (Oral)
  2. project thumbnail
    Learning Dynamic Generator Model by Alternating Back-Propagation Through Time AAAI'19
    The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) , 2019 (Spotlight)

2018

  1. project thumbnail
    Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR'18
    In Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) , 2018 (Oral)

Professional Services

  • Conference reviewer for CVPR 2019, 2020, 2021; NeurIPS 2020; AAAI 2020, 2021; ICCV 2019; ECCV 2020; BMVC 2020; WACV 2021
  • Journal reviewer for International Journal of Computer Vision (IJCV), Pattern Recognition (PR), Neurocomputing