Talks

  • Asymmetric Kernels Meet Transformers: A Primal-Dual Approach to Self-Attention through Kernel Singular Value Decomposition
    EPFL LIONS, Lausanne - November 15, 2023   [slides]

  • Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine
    Leuven.AI scientific workshop, Leuven - June 2, 2022   [slides]

  • Multi-view Spectral Clustering and Generation from a Shared Latent Space
    Bioinformatics and AI Seminars, UZ Leuven - May 11, 2022   [slides]

Organized Workshops

  • Co-organized the workshop: DEEPK 2024 - International Workshop on Deep Learning and Kernel Machines
    Leuven - March 7-8, 2024   [website]

  • Co-organized the workshop: Rethinking Transformers through Duality and New Directions
    Leuven.AI Junior Researchers Day - November 27, 2023   [website]