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Rucha Joshi · ऋचा जोशी

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Γειά σου!

I am a post-doctoral fellow at The Cyprus Institute, hosted by Prof. Constantine Dovrolis. I graduated with a Ph.D. in Computer Science from National Institute of Science Education and Research, Bhubaneswar, India, and was advised by Dr. Subhankar Mishra.

Prior to this, I graduated from Goa College of Engineering with a B.E. in Computer Engineering and Goa University with a M.Tech in Computer Science.

Currently, I am working on ML applications in medical imaging as part of the PROTECT project funded by the European Union Recovery and Resilience Facility of the NextGenerationEU instrument, through the Research and Innovation Foundation, Cyprus.

Research Interests

I work on graph machine learning, privacy-preserving AI, and efficient deep learning, with applications in sensing, energy, and medical imaging.

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What's New

  • 2026, April Our paper "Compositional Novelty Metrics for Graph-Structured Data" is accepted at ICPR 2026.
  • 2026, January Our paper "HetGSMOTE: Oversampling for Heterogeneous Graphs" was accepted at NLDL 2026.
  • 2025, September Our paper "Label Informativeness-based Minority Oversampling in Graphs (LIMO)" was accepted at 16th ICKG 2025.
  • 2025, February Our paper "Graph Neural Networks at a Fraction" was accepted at PAKDD 2025.
  • 2024, November Our recent publication GraphPrivatizer was accepted at the LoG Conference for poster presentation.
  • 2024, November Our paper "Transformers at a Fraction" was accepted at NLDL 2025.
  • 2024, August Our paper "GraphPrivatizer: Improved Structural Differential Privacy for Graph Neural Networks" was accepted in TMLR.
  • 2024, August Joined The Cyprus Institute as a post-doctoral fellow.
  • 2024, June Defended my Ph.D. thesis successfully.
  • 2024, February Attended the first edition of Pingala Interactions in Computing.
  • 2023, November Selected to attend the ACM India School on Algorithmic Foundations of Data Science at NISER in December 2023.

Publications

Teaching

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