Publications

Conference Papers

Yucheng Xing, Xin Wang. “Puppet-CNN: Continuous Parameter Dynamics for Input-Adaptive Convolutional Networks”. In the 19th European Conference on Computer Vision (ECCV), Malmö, Sweden, September, 2026. [Acceptance Rate: 27.53%]
[Paper] [Bibtex] [Poster] [Code]

Yucheng Xing, Xin Wang. “∞-Net: An Unsupervised Model for Online Graph Time-Series Denoising”. In the 31st International Conference on Neural Information Processing (ICONIP), Auckland, New Zealand, December 2024.
[Paper] [Bibtex] [Poster] [Code]

Yucheng Xing, Jacqueline Wu, Yingru Liu, Xuewen Yang, Xin Wang. “AGGDN: A Continuous Stochastic Predictive Model for Monitoring Sporadic Time Series on Graphs”. In the 30th International Conference on Neural Information Processing (ICONIP), Changsha, China, November 2023.
[Paper] [Bibtex] [Poster] [Code]

Yucheng Xing, Xin Wang. “HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting”. In the 19th International Conference on Computer Vision (ICCV), Paris, France, October 2023. [Acceptance Rate: 26.15%]
[Paper] [Bibtex] [Poster] [Code]

Yingru Liu, Yucheng Xing, Xuewen Yang, Xin Wang, Jing Shi, Di Jin, Zhaoyue Chen, Jacqueline Wu. “Continuous-Time Stochastic Differential Networks for Sporadic Time Series Modeling”. In the 28th International Conference on Neural Information Processing (ICONIP), Sanur, Bali, Indonesia, December 2021.
[Paper] [Bibtex]

Ran Li, Nayun Xu, Xutong Lu, Yucheng Xing, Haohua Zhao, Li Niu, Liqing Zhang. “Multi-person 3D Pose Estimation from Monocular Image Sequences”. In the 26th International Conference on Neural Information Processing (ICONIP), Sydney, NSW, Australia, December 2019.
[Paper] [Bibtex]

Journal Papers

  • Yucheng Xing, Jacqueline Wu, Yingru Liu, Xuewen Yang, Xin Wang. “Evolved Differential Model for Sporadic Graph Time-Series Prediction”. In Intelligent and Converged Networks (ICN), Vol. 5, No. 3, pp. 237-247, September 2024.
    [Paper] [Bibtex]

Book Chapters

  • Peng Zhang, Yifan Zhou, Scott A Smolka, Scott D Stoller, Xin Wang, Rong Zhao, Tianyun Ling, Yucheng Xing, Shouvik Roy, Amol Damare. “AI‐Grid: AI‐Enabled, Smart Programmable Microgrids”. In Microgrids: Theory and Practice , Wiley-IEEE Press, January 2024, pp.7-58.
    [Paper] [Bibtex]

Preprints

  • Yucheng Xing, Xin Wang. “Spectral-Structured Diffusion for Single-Image Rain Removal”. In arXiv preprint arXiv:2603.09054, 2026.
    [arXiv]
  • Yucheng Xing, Xin Wang. “N-Tree Diffusion for Long-Horizon Wildfire Risk Forecasting”. In arXiv preprint arXiv:2603.07361, 2026.
    [arXiv]
  • Yucheng Xing*, Jinxing Yin*, Xiaodong Liu*, Xin Wang. “DANCER: Dance ANimation via Condition Enhancement and Rendering with diffusion model”. In arXiv preprint arXiv:2510.27169, 2025.
    [arXiv]
  • Yucheng Xing, Xiaodong Liu, Xin Wang. “Input-Adaptive Generative Dynamics in Diffusion Models”. In arXiv preprint arXiv:2411.15199, 2024.
    [arXiv]
  • Xiaodong Liu, Yucheng Xing, Xin Wang. “Map-Free Trajectory Prediction with Map Distillation and Hierarchical Encoding”. In arXiv preprint arXiv:2411.10961, 2024.
    [arXiv]