publications

Research papers in generative AI, computer vision, and machine learning.

2026

  1. ByteLoom: Weaving Geometry-Consistent Human-Object Interactions through Progressive Curriculum Learning
    Bangya Liu, Xinyu Gong, Zelin Zhao, and 6 more authors
    In European Conference on Computer Vision (ECCV), 2026
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  2. CETCAM: Camera-Controllable Video Generation via Consistent and Extensible Tokenization
    Zelin Zhao, Xinyu Gong, Bangya Liu, and 5 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, 2026
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  3. MV-S2V: Multi-View Subject-Consistent Video Generation
    Ziyang Song, Xinyu Gong, Bangya Liu, and 1 more author
    In ACM SIGGRAPH, 2026
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2024

  1. Grounded-instruct-pix2pix: Improving instruction based image editing with automatic target grounding
    Artur Shagidanov, Hayk Poghosyan, Xinyu Gong, and 3 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

2023

  1. NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes
    Zhiwen Fan, Peihao Wang, Yifan Jiang, and 3 more authors
    In International Conference on Learning Representations (ICLR), 2023
  2. MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition
    Xinyu Gong, Sreyas Mohan, Naina Dhingra, and 4 more authors
    In The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  3. WS-iFSD: Weakly Supervised Incremental Few-shot Object Detection Without Forgetting
    Xinyu Gong, Li Yin, Juan-Manuel Perez-Rua, and 2 more authors
    In Conference on Parsimony and Learning (Proceedings Track), 2023

2022

  1. Auto-X3D: Ultra-efficient video understanding via finer-grained neural architecture search
    Yifan Jiang, Xinyu Gong, Junru Wu, and 3 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
  2. Sandwich batch normalization: A drop-in replacement for feature distribution heterogeneity
    Xinyu Gong, Wuyang Chen, Tianlong Chen, and 1 more author
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
  3. Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
    Wuyang Chen, Wei Huang, Xinyu Gong, and 2 more authors
    In NeurIPS 2022, 2022
  4. Unified Implicit Neural Stylization
    Zhiwen Fan, Yifan Jiang, Peihao Wang, and 3 more authors
    In ECCV 2022, 2022

2021

  1. EnlightenGAN: Deep Light Enhancement without Paired Supervision
    Yifan Jiang, Xinyu Gong, Ding Liu, and 6 more authors
    IEEE Transactions on Image Processing (TIP), 2021
    DOI
  2. Neural architecture search on imagenet in four gpu hours: A theoretically inspired perspective
    Wuyang Chen, Xinyu Gong, and Zhangyang Wang
    In ICLR 2021, 2021
  3. Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics
    Wuyang Chen, Xinyu Gong, Junru Wu, and 5 more authors
    TPAMI, 2021
  4. Searching for Two-Stream Models in Multivariate Space for Video Recognition
    Xinyu Gong, Heng Wang, Zheng Shou, and 3 more authors
    In International Conference on Computer Vision (ICCV) 2021, 2021
  5. SAFIN: arbitrary style transfer with self-attentive factorized instance normalization
    Aaditya Singh, Shreeshail Hingane, Xinyu Gong, and 1 more author
    arXiv preprint arXiv:2105.06129, 2021

2020

  1. FasterSeg: Searching for Faster Real-time Semantic Segmentation
    Wuyang Chen, Xinyu Gong, Xianming Liu, and 3 more authors
    In International Conference on Learning Representations (ICLR), 2020
  2. AutoSpeech: Neural Architecture Search for Speaker Recognition
    Shaojin Ding, Tianlong Chen, Xinyu Gong, and 2 more authors
    InterSpeech 2020, 2020
  3. NADS: Neural Architecture Distribution Search for Uncertainty Awareness
    Randy Ardywibowo, Shahin Boluki, Xinyu Gong, and 2 more authors
    In International Conference on Machine Learning (ICML) 2020, 2020
  4. Autopose: Searching multi-scale branch aggregation for pose estimation
    Xinyu Gong, Wuyang Chen, Yifan Jiang, and 5 more authors
    arXiv preprint arXiv:2008.07018, 2020

2019

  1. Conditional adversarial generative flow for controllable image synthesis
    Rui Liu, Yu Liu, Xinyu Gong, and 2 more authors
    In Computer Vision and Pattern Recognition (CVPR), 2019
  2. AutoGAN: Neural Architecture Search for Generative Adversarial Networks
    Xinyu Gong, Shiyu Chang, Yifan Jiang, and 1 more author
    In IEEE International Conference on Computer Vision (ICCV) 2019, 2019

2018

  1. Neural Stereoscopic Image Style Transfer
    Xinyu Gong, Haozhi Huang, Lin Ma, and 3 more authors
    In European Conference on Computer Vision (ECCV), 2018
  2. Multitarget AOA estimation using wideband LFMCW signal and two receiver antennas
    Dongheng Zhang, Ying He, Xinyu Gong, and 3 more authors
    IEEE Transactions on Vehicular Technology (TVT), 2018