Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Under Review
    pytskit-architecture.png
    pytskit: A Comprehensive Time Series Toolkit
    Fan Yang, Yusen Peng, Tomasz Frelek, Frank Li, Qiao Xiao, and 2 more authors
    Under Review at JMLR, 2026
  2. Under Review
    SVD.png
    SVD^3: Singular Value Decomposition for Visual Geometry Model Compression
    Yusen Peng, Haoxuan Wang, Jiachen Tao, and Yan Yan
    Under Review at ECCV, 2026

2025

  1. EMNLP
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    CE-Bench: Towards a Reliable Contrastive Evaluation Benchmark of Interpretability of Sparse Autoencoders
    Alex Gulko*, Yusen Peng*, and Sachin Kumar
    Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2025
    PDF
  2. arXiv
    CascadeFormer.png
    CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition
    Yusen Peng and Alper Yilmaz
    arXiv, 2025
    PDF