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Hello

I am a Computing Science Ph.D. candidate at Simon Fraser University (SFU). I do research at Database and Data Mining Lab under supervision of Prof. Ke Wang.

Before joining SFU I got my Masters degree in Computer Science at University of Tehran. My thesis is on Using Deep Learning in Financial Markets Prediction

linkedin, Google Scholar, Twitter

Research interests:

  • Large Langugae Models
  • Graph Neural Netowrks
  • Deep Learning
  • Mamba
  • Convolutional Neural Networks

Publications

Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction
Ali Mehrabian, Ehsan Hoseinzade, Mahdi Mazloum, Xiaohong Chen, ICASSP (submitted), 2025, arXiv

Graph Neural Network Approach to Semantic Type Detection in Tables
Ehsan Hoseinzade, Ke Wang, 2024, PAKDD

Persian Optical Character Recognition Using Deep Bidirectional Long Short-Term Memory
Zohreh Khosrobeig, Hadi Veisi, Ehsan Hoseinzade , Hanieh Shabanian, 2022, Applied Sciences (journal)

Representation Extraction and Deep Neural Recommendation for Collaborative Filtering
Arash Khoeini, Saman Haratizadeh, Ehsan Hoseinzade , 2020, arXiv

CNNpred: CNN-based stock market prediction using a diverse set of variables
Ehsan Hoseinzade, Saman Haratizadeh, 2019, Expert Systems with Applications (journal), Citations: 574

U-cnnpred: A universal cnn-based predictor for stock markets
Ehsan Hoseinzade, Saman Haratizadeh, Arash Khoeini, 2019, arXiv