Liwei Deng

Liwei Deng

Shenzhen University

Hi, My name is Liwei Deng (邓力玮), an undergraduate graduate from Shenzhen University, majoring in Electronic Information Engineering. I will join UTS@AAII (University of Technology Sydney, Australian Artificial Intelligence Institute) as a PhD. Student in July 2025, supervised by Prof. Guodong Long.

My research interest includes Federated Recommendation and Time Series Forecasting.

🔥 News

  • 2025.07.01:  🎉🎉 I graduated from Shenzhen University with an Honors Degree and received the Outstanding Graduate award ！
  • 2025.02.22:  🎉🎉 I received my first citation on Google Scholar!
  • 2021.09.01:  🎉🎉 I entered Shenzhen University (SZU) for undergraduate study.

📝 Publications

* Corresponding author

Artificial Intelligence Review 2024
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Xiaobao Song, Liwei Deng, Hao Wang* and et al. “Deep Learning-based Time Series Forecasting” published by Artificial Intelligence Review (JCR Q1, IF=12.0) Project PDF

计算机工程与应用 2024
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宋晓宝，邓力玮，王浩*等人 “基于深度学习和时序拆解的长期时序预测模型” accepted by 计算机工程与应用 (北大核心) Project

Under Review:

  • Liwei Deng, Hao Wang*, et al., “STD2Vformer: A Prediction-length-agnostic Spatiotemporal Forecasting Model,” submitted to IEEE Transactions on Knowledge and Data Engineering (JCR Q1, CCF A) Project
  • Liwei Deng, Hao Wang* and et al.“Patch Attention Based Adaptive Multihead Graph Convolutional Networks for Traffic Flow Forecasting” submitted to ACM Transactions on Knowledge Discovery from Data (JCR Q1, CCF B) Project
  • Xiaobao Song, Hao Wang*, Liwei Deng, et al.,”D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding” has been published on Arxiv, submitted to IEEE Transactions on Neural Networks and Learning Systems (JCR Q1) Project PDF
  • Shiyao Zhang, Liwei Deng, Shuyu Zhang*, Weijie Yuan, and Hong Zhang, “Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy” submitted to IEEE Robotics and Automation Letters

📖 Educations

  • Incoming PhD. Student 25’Fall UTS@AAII, supervised by Prof. Guodong Long.
  • 2021.09 - 2025.07, Bachelor of Electronic Information Engineering in Shenzhen University (SZU), China.
    • Graduated with Honors Degree
    • Awarded Outstanding Graduate Honor of SZU

💻 Internships

  • 2022.09 - 2025.01, Research Assistant (Supervised by Assistant Professor Hao Wang) in Guangdong Multimedia Information Service Engineering Technology Research Center, SZU
  • 2025.1 - Present, Research Assistant (Supervised by Assistant Professor Shiyao Zhang) in Great Bay University

🎖 Honors and Awards

  • 2025.07, Outstanding Graduate, Shenzhen University
  • 2025.07, Graduated with Honors, Shenzhen University

💬 Invited Talks