Publications

*: Equal contribution or alphabetic ordering.
†: Corresponding author.

Conference Papers

  • AggNCE: Asymptotically Identifiable Contrastive Learning.
    Jingyi Cui*, Weiran Huang*, Yifei Wang, Yisen Wang.
    NeurIPS 2022 Workshop on Self-Supervised Learning Theory and Practice (NeurIPS Workshop), 2022. (Oral)

  • Variational Energy-Based Models: A Probabilistic Framework for Contrastive Self-Supervised Learning.
    Tianqi Du, Yifei Wang, Weiran Huang, Yisen Wang.
    NeurIPS 2022 Workshop on Self-Supervised Learning Theory and Practice (NeurIPS Workshop), 2022.

Preprints and Manuscripts