Ermo Hua

Venues

Frequent coauthors

Papers

1. Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
   ACL 2026 ·

   Yuhua Jiang

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2. Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
   ICML 2025 · Ermo Hua
3. How to Synthesize Text Data without Model Collapse?
   ICML 2025 ·

   Xuekai Zhu

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4. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
   ACL 2025 · Ermo Hua
5. MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
   ICML 2025 ·

   Yuxin Zuo

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6. OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
   ICLR 2025 ·

   Kaiyan Zhang

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7. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
   AAAI 2025 ·

   Xinwei Long

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8. TTRL: Test-Time Reinforcement Learning
   NeurIPS 2025 ·

   Yuxin Zuo

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9. CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
   ACL 2024 ·

   Kaiyan Zhang

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10. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
    EMNLP 2024 ·

    Xingtai Lv

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11. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·

    Kaiyan Zhang

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