Lab Introduction

Our lab at Michigan State University focuses on two aspects of Big Data Research: Data Science and Data Engineering. In Data Science, we aspire to develop Data Mining and Machine Learning algorithms to discover unknown and actionable patterns hidden deep inside Big Data. In Data Engineering, we strive to design and construct architectures and systems to enable Big Data Management and Analytics.

Interested in collaborating with members of the DSE lab? DSE is always recruiting Ph.D students each semester! Candidates are welcome to contact any DSE lab members to gain more information about our lab or their expertise.

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Research Areas

  • Deep Learning on Graphs and Graph Representation Learning
  • Adversarial Attacks and Defenses
  • Recommendations
  • Fairness in Machine Learning and AI
  • Learning from Small Data
  • Distributed Optimization
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