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Yixiao Huang

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3ICML ×2AAAI ×1AISTATS ×1

Frequent coauthors

Samet Oymak
×3
Somayeh Sojoudi
×2
Song Mei
×2
Xuyang Zhong
×2
Chen Liu
×2
Muhammed Emrullah Ildiz
×2
Yingcong Li
×2
Ankit Singh Rawat
×2
Hanlin Zhu
×1
Tianyu Guo
×1
Jiantao Jiao
×1
Michael I. Jordan
×1

Papers

  1. Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
    NeurIPS 2025 · Yixiao Huang,
    Hanlin Zhu
    ,
    Tianyu Guo
    ,
    Jiantao Jiao
    ,
    Somayeh Sojoudi
    ,
    Michael I. Jordan
    ,
    Stuart J. Russell
    ,
    Song Mei
  2. OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models
    NeurIPS 2025 ·
    Ziheng Cheng
    , Yixiao Huang,
    Hui Xu
    ,
    Somayeh Sojoudi
    ,
    Xuandong Zhao
    ,
    Dawn Song
    ,
    Song Mei
  3. On the Power of Convolution-Augmented Transformer
    AAAI 2025 ·
    Mingchen Li
    ,
    Xuechen Zhang
    , Yixiao Huang,
    Samet Oymak
  4. Understanding and Improving Fast Adversarial Training against $l_0$ Bounded Perturbations
    NeurIPS 2025 ·
    Xuyang Zhong
    , Yixiao Huang,
    Chen Liu
  5. From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
    ICML 2024 ·
    Muhammed Emrullah Ildiz
    , Yixiao Huang,
    Yingcong Li
    ,
    Ankit Singh Rawat
    ,
    Samet Oymak
  6. Mechanics of Next Token Prediction with Self-Attention
    AISTATS 2024 ·
    Yingcong Li
    , Yixiao Huang,
    Muhammed Emrullah Ildiz
    ,
    Ankit Singh Rawat
    ,
    Samet Oymak
  7. Towards Efficient Training and Evaluation of Robust Models against l0 Bounded Adversarial Perturbations
    ICML 2024 ·
    Xuyang Zhong
    , Yixiao Huang,
    Chen Liu