Rucha Joshi

ऋचा जोशी

prof_pic.jpg

E2/1

Computer Sciences Building

NISER, Bhubaneswar

I am a researcher interested in Machine Learning on Graphs. Currently, I am exploring the graph generation problem. I am also working on ensuring privacy in graph data.

Currently, I am a Ph.D. candidate at School of Computer Sciences at National Institute of Science Education and Research, Bhubaneswar, India, advised by 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.

news

Nov 9, 2023 Got selected to attend ACM India school on Algorithmic Foundations of Data Science at NISER in Dec 2023.
Oct 31, 2023 Got selected to attend Pingala Interactions in Computing 2024 in February 2024.
Oct 10, 2023 Our paper `IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSI’ accepted at BDA 2023 (25% acceptance rate).
Sep 30, 2023 Got selected to attend ICTS-NETWORKS Workshop “Challenges in Networks” in Jan-Feb 2024.
Sep 30, 2023 Organizing `4th workshop on Graphs and more Complex structures for Learning and Reasoning’ colocated with AAAI 2024.
Sep 23, 2023 Our paper `Locally and Structurally Private Graph Neural Networks’ accepted at ACM Journal Digital Threats: Research and Practice.

publications

  1. IndoorGNN
    IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSIL
    Vishwakarma, Rahul, Joshi, Rucha Bhalchandra, and Mishra, Subhankar
    In the Eleventh International Conference on Big Data and Artificial Intelligence 2023
  2. LSPGNN
    Locally and Structurally Private Graph Neural Networks
    Joshi, Rucha Bhalchandra, and Mishra, Subhankar
    Digital Threats Sep 2023
  3. Overview
    Graphs: Privacy and Generation through ML
    Joshi, Rucha Bhalchandra
    In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining Sep 2023
  4. EP-GNN
    Edge-level privacy in Graph Neural Networks
    Joshi, Rucha Bhalchandra, and Mishra, Subhankar
    MLG Workshop at ECMLPKDD Sep 2022