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Ermo Hua

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×3ICML ×3NeurIPS ×2AAAI ×1EMNLP ×1ICLR ×1

Frequent coauthors

Bowen Zhou
×11
Kaiyan Zhang
×10
Ning Ding
×9
Biqing Qi
×8
Xingtai Lv
×6
Xuekai Zhu
×6
Zhiyuan Ma
×3
Ganqu Cui
×3
Che Jiang
×2
Youbang Sun
×2
Yuxin Zuo
×2
Shang Qu
×2

Papers

  1. Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
    ACL 2026 ·
    Yuhua Jiang
    ,
    Shuang Cheng
    ,
    Yihao Liu
    , Ermo Hua,
    Che Jiang
    ,
    Weigao Sun
    ,
    Yu Cheng
    ,
    Feifei Gao
    ,
    Biqing Qi
    ,
    Bowen Zhou
  2. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
    ICML 2025 · Ermo Hua,
    Che Jiang
    ,
    Xingtai Lv
    ,
    Kaiyan Zhang
    ,
    Youbang Sun
    ,
    Yuchen Fan
    ,
    Xuekai Zhu
    ,
    Biqing Qi
    ,
    Ning Ding
    ,
    Bowen Zhou
  3. How to Synthesize Text Data without Model Collapse?
    ICML 2025 ·
    Xuekai Zhu
    ,
    Daixuan Cheng
    ,
    Hengli Li
    ,
    Kaiyan Zhang
    , Ermo Hua,
    Xingtai Lv
    ,
    Ning Ding
    ,
    Zhouhan Lin
    ,
    Zilong Zheng
    ,
    Bowen Zhou
  4. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    ACL 2025 · Ermo Hua,
    Biqing Qi
    ,
    Kaiyan Zhang
    ,
    Kai Tian
    ,
    Xingtai Lv
    ,
    Ning Ding
    ,
    Bowen Zhou
  5. MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
    ICML 2025 ·
    Yuxin Zuo
    ,
    Shang Qu
    ,
    Yifei Li
    ,
    Zhang-Ren Chen
    ,
    Xuekai Zhu
    , Ermo Hua,
    Kaiyan Zhang
    ,
    Ning Ding
    ,
    Bowen Zhou
  6. OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
    ICLR 2025 ·
    Kaiyan Zhang
    ,
    Jiayuan Zhang
    ,
    Haoxin Li
    ,
    Xuekai Zhu
    , Ermo Hua,
    Xingtai Lv
    ,
    Ning Ding
    ,
    Biqing Qi
    ,
    Bowen Zhou
  7. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    AAAI 2025 ·
    Xinwei Long
    ,
    Zhiyuan Ma
    , Ermo Hua,
    Kaiyan Zhang
    ,
    Biqing Qi
    ,
    Bowen Zhou
  8. TTRL: Test-Time Reinforcement Learning
    NeurIPS 2025 ·
    Yuxin Zuo
    ,
    Kaiyan Zhang
    ,
    Li Sheng
    ,
    Shang Qu
    ,
    Ganqu Cui
    ,
    Xuekai Zhu
    ,
    Haozhan Li
    ,
    Yuchen Zhang
    ,
    Xinwei Long
    , Ermo Hua,
    Biqing Qi
    ,
    Youbang Sun
    ,
    Zhiyuan Ma
    ,
    Lifan Yuan
    ,
    Ning Ding
    ,
    Bowen Zhou
  9. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
    ACL 2024 ·
    Kaiyan Zhang
    ,
    Jianyu Wang
    , Ermo Hua,
    Biqing Qi
    ,
    Ning Ding
    ,
    Bowen Zhou
  10. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
    EMNLP 2024 ·
    Xingtai Lv
    ,
    Ning Ding
    ,
    Kaiyan Zhang
    , Ermo Hua,
    Ganqu Cui
    ,
    Bowen Zhou
  11. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·
    Kaiyan Zhang
    ,
    Sihang Zeng
    , Ermo Hua,
    Ning Ding
    ,
    Zhang-Ren Chen
    ,
    Zhiyuan Ma
    ,
    Haoxin Li
    ,
    Ganqu Cui
    ,
    Biqing Qi
    ,
    Xuekai Zhu
    ,
    Xingtai Lv
    ,
    Jinfang Hu
    ,
    Zhiyuan Liu
    ,
    Bowen Zhou