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gszfwsb/README.md

Hey, I'm Shaobo (Steven) Wang👋

  • 😄 I am now a Ph.D Candidate in SAI, SJTU, supervised by Prof. Linfeng Zhang, member of EPICLab.
  • 👉 I was a Master student in CSE, SJTU , advised by Prof. Junchi Yan, member of ThinkLab.
  • ✨ Broadly interested in various aspects of data-centric AI, deep learning theory (especially in foundation models), and explainable machine learning.

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  1. AutoGnothi AutoGnothi Public

    Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"

    Python 21 1

  2. NCFM NCFM Public

    Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Highlight).

    Python 391 30

  3. Data-Whisperer Data-Whisperer Public

    Code for ACL 2025 Main paper "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning".

    Python 40 2