Publications

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

2026

  1. ICPR
    CascadeFormer.png
    CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition
    Yusen Peng and Alper Yilmaz†
    28th International Conference on Pattern Recognition (ICPR), 2026
    PDF
  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 (ACCV), 2026
  3. Under Review
    TSB_FCST.png
    TSB-FCST: A Billion-Scale Time-Series Forecasting Benchmark with Taxonomy-Specific Evaluation
    Fan Yang, Yusen Peng, and John Paparrizos†
    Under Review (NeurIPS D&B Track), 2026
  4. Under Review
    pytskit-architecture.png
    pytskit: A Comprehensive Time Series Toolkit
    John Paparrizos†, Fan Yang, Yusen Peng, Tomasz Frelek, Frank Li, and 2 more authors
    Under Review (JMLR), 2026

2025

  1. EMNLP
    CE-Bench.png
    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