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Dennis Wu

Ph.D. Student
Northwestern University
hibb@u.northwestern.edu


About Me

I am an Ph.D. student at Northwestern University. Currently, I’m part of the MAGICS lab at Northwestern.

I mostly do theoretical machine learning.

Big as the what?

News

Publications

  1. Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
    Dennis Wu, Jerry Yao-Chieh Hu, Teng-Yun Shiao, Han Liu
    International Conference on Machine Learning (ICML), 2024.
    PDF Code
  2. StanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
    Dennis Wu, Jerry Yao-Chieh Hu, Weijian Li, Bo-Yu Chen, Han Liu
    International Conference on Learning Representations (ICLR), 2024.
    PDF Code
  3. On Sparse Modern Hopfield Model
    Jerry Yao-Chieh Hu, Donglin Yang, Dennis Wu, Chenwei Xu, Bo-Yu Chen, Han Liu
    Advances in Neural Information Processing Systems (NeurIPS), 2023.
    PDF Code
  4. HonestBait: Forward References for Attractive but Faithful Headline Generation
    Chih-Yao Chen, Dennis Wu, Lun-Wei Ku
    Findings of the Association for Computational Linguistics: ACL 2023.
    PDF
  5. Detecting Inaccurate Sensors on a Large-Scale Sensor Network Using Centralized and Localized Graph Neural Networks
    Dennis Wu, Tsu-Heng Lin, Xin-Ru Zhang, Chia-Pan Chen, Jia-Hui Chen, Hung-Hsuan Chen
    IEEE Sensors Journal (Aug 2023)
    PDF Code Feautred Article
  6. Associated Learning: An Alternative to End-to-End Backpropagation that Works on CNN, RNN, and Transformer
    Dennis Wu, Dinan Lin, Vincent Chen, Hung-Hsuan Chen
    International Conference on Learning Representations (ICLR), 2022.
    PDF Code

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