Xinyu Gong

San Jose, CA

I’m Xinyu Gong, a Machine Learning Engineer at TikTok. My research interests focus on generative models for image/video synthesis.

Before TikTok, I did my Ph.D. studies in Electrical & Computer Engineering at UT Austin (advised by Dr. Atlas Wang). I received my B.E. in Computer Science from the University of Electronic Science and Technology of China.

news

Oct 16, 2023	I joined TikTok as a Machine Learning Engineer on Oct 16, 2023.

selected publications

MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition

Xinyu Gong, Sriram Mohan, Naman Dhingra, and 4 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Bib

@inproceedings{gong2023mmg_ego4d,
  title = {MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition},
  author = {Gong, Xinyu and Mohan, Sriram and Dhingra, Naman and Bazin, Jean-Charles and Li, Yunzhu and Wang, Zhaowen and Ranjan, Rajiv},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
}

Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis

Wenhu Chen, Weilin Huang, Xinyu Gong, and 2 more authors

In Advances in Neural Information Processing Systems (NeurIPS), 2022

Bib

@inproceedings{chen2022connectivity,
  title = {Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis},
  author = {Chen, Wenhu and Huang, Weilin and Gong, Xinyu and Hanin, Boris and Wang, Zhangyang},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
}

Unified Implicit Neural Stylization

Zhiwen Fan, Yu Jiang, Peihao Wang, and 3 more authors

In European Conference on Computer Vision (ECCV), 2022

Bib

@inproceedings{fan2022stylization,
  title = {Unified Implicit Neural Stylization},
  author = {Fan, Zhiwen and Jiang, Yu and Wang, Peihao and Gong, Xinyu and Xu, Dejing and Wang, Zhangyang},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year = {2022},
}

Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective

Wei Chen, Xinyu Gong, and Zhangyang Wang

In International Conference on Learning Representations (ICLR), 2021

Bib

@inproceedings{chen2021nas_imagenet,
  title = {Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective},
  author = {Chen, Wei and Gong, Xinyu and Wang, Zhangyang},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
}