Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. vf-node.png
    Accelerating Neural ODEs: A Variational Formulation-based Approach
    Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, and Huajie Shao
    In The Thirteenth International Conference on Learning Representations, 2025
    Paper Code
  2. phy-ssm.png
    A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
    Yuchen Wang, Hongjue Zhao, Haohong Lin, Enze Xu, Lifang He, and Huajie Shao
    arXiv preprint arXiv:2507.10792, 2025
    arXiv Paper Code
  3. On Network-Efficient Multimodal Multi-Vantage Foundation Models for Distributed Sensing
    Tianchen Wang, Yizhuo Chen, Hongjue Zhao, You Lyu, Jinyang Li, Tomoyoshi Kimura, Yigong Hu, Denizhan Kara, Maggie Wigness, Jeffrey Twigg, and others
    In , 2025
  4. perbalgraph.png
    Perturbation-Based Graph Active Learning for Semi-Supervised Belief Representation Learning
    Dachun Sun, Jinning Li, Xinyi Liu, You Lyu, Hongjue Zhao, Denizhan Kara, and Tarek Abdelzaher
    In 2025 34th International Conference on Computer Communications and Networks (ICCCN), 2025
    arXiv Paper
  5. spar.png
    SPAR: Self-supervised placement-aware representation learning for multi-node iot systems
    Yizhuo Chen, Tianchen Wang, You Lyu, Yanlan Hu, Jinyang Li, Tomoyoshi Kimura, Hongjue Zhao, Yigong Hu, Denizhan Kara, and Tarek Abdelzaher
    arXiv preprint arXiv:2505.16936, 2025
    arXiv
  6. diffphys.png
    DiffPhys: Differential Physics Augmentations for Enhanced Representations
    Denizhan Kara, Tomoyoshi Kimura, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Joydeep Bhattacharyya, and Tarek Abdelzaher
    In 2025 34th International Conference on Computer Communications and Networks (ICCCN), 2025
    Paper
  7. restoreml.png
    RestoreML: Practical unsupervised tuning of deployed intelligent iot systems
    Jinyang Li, Yizhuo Chen, Ruijie Wang, Tomoyoshi Kimura, Tianshi Wang, You Lyu, Hongjue Zhao, Binqi Sun, Shangchen Wu, Yigong Hu, and others
    In 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
    Paper
  8. adats.png
    AdaTS: Learning Adaptive Time Series Representations via Dynamic Soft Contrasts
    Denizhan Kara, Tomoyoshi Kimura, Jinyang Li, Bowen He, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Shengzhong Liu, and Tarek F. Abdelzaher
    In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
    Paper

2024

  1. cat.png
    CAT: Interpretable concept-based taylor additive models
    Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, and Huajie Shao
    In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
    arXiv Paper Code