Publications

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

2026

  1. Beyond Truncation: Rethinking LLM Decoding as Ensemble Pruning
    Dunyao Xue, Chengshuo Du, Zhengbo Wang, Wenlin Dai, and Cheng Meng
    Conference on Empirical Methods in Natural Language Processing, 2026
    First author
    Poster preview for Beyond Truncation: Rethinking LLM Decoding as Ensemble Pruning
  2. SEINT: AN EFFICIENT SE (p)-INVARIANT TRANSPORT METRIC DRIVEN BY POLAR TRANSPORT DISCREPANCY-BASED REPRESENTATION
    Junyi Lin*, Dunyao Xue*, Jun Yu, Hongteng Xu, and Cheng Meng
    International Conference on Learning Representations, 2026
    Co-first author
    Poster preview for SEINT: AN EFFICIENT SE (p)-INVARIANT TRANSPORT METRIC DRIVEN BY POLAR TRANSPORT DISCREPANCY-BASED REPRESENTATION
  3. Core-elements Subsampling for Alternating Least Squares
    Dunyao Xue, Mengyu Li, Cheng Meng, and Jingyi Zhang
    Journal of Computational and Graphical Statistics, 2026
    First author
    Poster preview for Core-elements Subsampling for Alternating Least Squares
  4. Breaking the Echo Chamber: A Dynamic Ensemble Pruning Perspective on MoE
    Xinlai Kang*, Dunyao Xue*, Zhengbo Wang, Chengshuo Du, Cheng Meng, Hanting Chen, Hang Zhou, and Xinghao Chen
    Forty-third International Conference on Machine Learning, 2026
    Co-first author
    Poster preview for Breaking the Echo Chamber: A Dynamic Ensemble Pruning Perspective on MoE