Publications

publications in reversed chronological order. An up-to-date list is also on Google Scholar.

2025

  1. SIGIR
    MINTT: Memory Inductive Transfer for Temporal Graph Neural Networks
    Tanishq Dubey, Sidharth Agarwal, Shubham Gupta, and Srikanta Bedathur
    In Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval 2025
    arXiv

2024

  1. LoG
    Generative Modeling of Labeled Graphs Under Data Scarcity
    Sahil Manchanda, Shubham Gupta, Sayan Ranu, and Srikanta Bedathur
    In Proceedings of the Second Learning on Graphs Conference 2024
    arXiv
  2. CODS
    Robust Training of Temporal GNNs using Nearest Neighbour based Hard Negatives
    Shubham Gupta, and Srikanta Bedathur
    In Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD) 2024
    arXiv

2023

  1. ICML
    GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets
    Shubham Gupta, Sahil Manchanda, Sayan Ranu, and Srikanta Bedathur
    In Proceedings of the 40th International Conference on Machine Learning 2023
    arXiv Code

2022

  1. arXiv
    A Survey on Temporal Graph Representation Learning and Generative Modeling
    Shubham Gupta, and Srikanta Bedathur
    arXiv preprint arXiv:2208.12126 2022
    arXiv
  2. AAAI
    TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs
    Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, and Sayan Ranu
    In Proceedings of the AAAI Conference on Artificial Intelligence 2022
    arXiv

2016

  1. INDICON
    Adding CNNs to the Mix: Stacking models for sentiment classification
    D Vishwanath, and Shubham Gupta
    In 2016 IEEE Annual India Conference (INDICON) 2016

2013

  1. ICMI
    Emotion Recognition Using Facial and Audio Features
    Tarun Krishna, Ayush Rai, Shubham Bansal, Shubham Khandelwal, Shubham Gupta, and Dushyant Goyal
    In Proceedings of the 15th ACM on International Conference on Multimodal Interaction 2013
  2. ICIP
    Kitchen activity recognition based on scene context
    Shubham Bansal, Shubham Khandelwal, Shubham Gupta, and Dushyant Goyal
    In IEEE International Conference on Image Processing 2013
  3. ICB
    The 2nd competition on counter measures to 2D face spoofing attacks
    I. Chingovska, J. Yang, Z. Lei, D. Yi, S. Z. Li, Shubham Gupta, and others
    In International Conference on Biometrics (ICB) 2013