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Hanyang Chen

（陈晗阳）

Incoming Ph.D. Student
hanyang-chen [at] outlook.com


Publications Google Scholar

Preprints

  1. Teaser figure for Beyond English: Uncovering the Multilingual Gap in Vision-Language-Action Models arXiv
    Beyond English: Uncovering the Multilingual Gap in Vision-Language-Action Models
    Hanyang Chen, Hongliang Li, Jiarui Cao, Yang Li, Yang Jiang, Haonan Wen, Kaiyu Huang, Shengnan Guo, Huaiyu Wan
    arXiv:2606.15714, 2026.
    PDF
    BibTeX 
    @article{chen2026english,
  title={Beyond English: Uncovering the Multilingual Gap in Vision-Language-Action Models},
  author={Chen, Hanyang and Li, Hongliang and Cao, Jiarui and Li, Yang and Jiang, Yang and Wen, Haonan and Huang, Kaiyu and Guo, Shengnan and Wan, Huaiyu},
  journal={arXiv preprint arXiv:2606.15714},
  year={2026}
}

Publications

  1. Teaser figure for DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning IROS 2026
    DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning
    Hanyang Chen, Anirudh Satheesh, Longchao Da, Hua Wei
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2026.
  2. Teaser figure for Online Irregular Multivariate Time Series Forecasting via Uncertainty-Driven Dual-Expert Calibration KDD 2026
    Online Irregular Multivariate Time Series Forecasting via Uncertainty-Driven Dual-Expert Calibration
    Haonan Wen, Hanyang Chen, Songhe Feng
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026.
    PDF Code
    BibTeX 
    @article{wen2026online,
  title={Online Irregular Multivariate Time Series Forecasting via Uncertainty-Driven Dual-Expert Calibration},
  author={Wen, Haonan and Chen, Hanyang and Feng, Songhe},
  journal={arXiv preprint arXiv:2605.28603},
  year={2026}
}
  3. Teaser figure for Proactive-XLight: Proactive Traffic Signal Control with Pluggable and Reliable Traffic Prediction IEEE TMC
    Proactive-XLight: Proactive Traffic Signal Control with Pluggable and Reliable Traffic Prediction
    Yang Jiang, Shengnan Guo, Hanyang Chen, Xiaowei Mao, Youfang Lin, Huaiyu Wan
    IEEE Transactions on Mobile Computing (TMC), 2025.
    PDF Code
    BibTeX 
    @article{jiang2025proactive,
  title={Proactive-XLight: Proactive Traffic Signal Control With Pluggable and Reliable Traffic Prediction}, 
  author={Jiang, Yang and Guo, Shengnan and Chen, Hanyang and Mao, Xiaowei and Lin, Youfang and Wan, Huaiyu},
  journal={IEEE Transactions on Mobile Computing}, 
  year={2025},
  volume={24},
  number={11},
  pages={11465-11479},
}
  4. Teaser figure for DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NeurIPS 2024
    DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
    Hanyang Chen, Yang Jiang, Shengnan Guo, Xiaowei Mao, Youfang Lin, Huaiyu Wan
    Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code
    BibTeX 
    @article{chen2024difflight,
  title={Difflight: a partial rewards conditioned diffusion model for traffic signal control with missing data},
  author={Chen, Hanyang and Jiang, Yang and Guo, Shengnan and Mao, Xiaowei and Lin, Youfang and Wan, Huaiyu},
  journal={Advances in Neural Information Processing Systems},
  volume={37},
  pages={123353--123378},
  year={2024}
}
    Spotlight Paper
  5. Teaser figure for Taxi-Sharing Matching Equilibrium Under Peer-Passenger Incentive Mechanism JSCUT
    Taxi-Sharing Matching Equilibrium Under Peer-Passenger Incentive Mechanism
    Zixuan Peng, Lin Cui, Zhiwei Guo, Hanyang Chen, Liying Wei
    Journal of South China University of Technology (Natural Science Edition), 2024.
    PDF
    BibTeX 
    @article{peng2024taxi,
  title={Taxi-Sharing Matching Equilibrium Under Peer-Passenger Incentive Mechanism},
  author={Peng, Zixuan and Cui, Lin and Guo, Zhiwei and Chen, Hanyang and Wei, Liying},
  journal={Journal of South China University of Technology (Natural Science Edition)},
  volume={52},
  number={2},
  pages={95--103},
  year={2024},
  publisher={华南理工大学学报编辑部}
}

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