Publications

My Publications

2024

  1. NeurIPS
    DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
    Mantri, Krishna Sri Ipsit, Wang, Xinzhi, Schönlieb, Carola-Bibiane, Ribeiro, Bruno, Bevilacqua, Beatrice, and Eliasof, Moshe
    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024
  2. NeurIPS, UniReps
    Rethinking Fine-tuning Through Geometric Perspective
    Mantri, Krishna Sri Ipsit, Eliasof, Moshe, Schönlieb, Carola-Bibiane, and Ribeiro, Bruno
    In UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models at NeurIPS 2024

2023

  1. WSDM
    Learning and Maximizing Influence in Social Networks Under Capacity Constraints
    Chakraborty, Pritish, Ranu, Sayan, Mantri, Krishna Sri Ipsit, and De, Abir
    In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining 2023
  2. ICLR
    STAGCN: Spatial-Temporal Attention Based Graph Convolutional Networks for COVID-19 Forecasting
    Sasikumar, Nevasini, and Mantri, Krishna Sri Ipsit
    In 2023 ICLR First Workshop on “Machine Learning & Global Health” 2023
  3. ICLR
    Attention Based Variational Graph Auto-Encoder (AVGAE)
    Sasikumar, Nevasini, and Mantri, Krishna Sri Ipsit
    In ICLR 2023, Tiny Papers 2023
  4. MIDL
    Synthetic Medical Image Generation Using Latent Diffusion Models and Large Language Models
    Mantri, Krishna Sri Ipsit, and Sasikumar, Nevasini
    In Medical Imaging with Deep Learning, short paper track 2023