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Yuhua Zhou

8 papers at tracked venues · 6 at CORE A* · active 2025–2026

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Venues

ACL ×3NAACL ×2AAAI ×1ICLR ×1ICML ×1

Frequent coauthors

Changhai Zhou
×7
Qian Qiao
×4
Shiyang Zhang
×3
Jun Gao
×3
Shichao Weng
×3
Yibin Wang
×3
Fei Yang
×2
Aimin Pan
×2
Shijie Han
×2
Hongguang Li
×2
Weizhong Zhang
×1
Cheng Jin
×1

Papers

  1. Balancing Fidelity and Plasticity: Aligning Mixed-Precision Fine-Tuning with Linguistic Hierarchies
    ACL 2026 ·
    Changhai Zhou
    ,
    Shiyang Zhang
    , Yuhua Zhou,
    Jun Gao
    ,
    Qian Qiao
    ,
    Shichao Weng
    ,
    Weizhong Zhang
    ,
    Cheng Jin
  2. CoRE: A Fine-Grained Code Reasoning Benchmark Beyond Output Prediction
    ACL 2026 ·
    Jun Gao
    ,
    Yun Peng
    ,
    Qian Qiao
    ,
    Changhai Zhou
    , Yuhua Zhou,
    Shiyang Zhang
    ,
    Shichao Weng
    ,
    Zhenchang Xing
    ,
    Xiaoxue Ren
  3. Deputy: Accelerating Large Language Model Inference with Dynamic Low-Rank Substitution
    ACL 2026 · Yuhua Zhou,
    Shichao Weng
    ,
    Changhai Zhou
    ,
    Yuhan Wu
    ,
    Qian Qiao
    ,
    Jun Gao
    ,
    Fei Yang
    ,
    Aimin Pan
  4. BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
    ICML 2025 · Yuhua Zhou,
    Ruifeng Li
    ,
    Changhai Zhou
    ,
    Fei Yang
    ,
    Aimin Pan
  5. Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving
    AAAI 2025 ·
    Changhai Zhou
    , Yuhua Zhou,
    Shiyang Zhang
    ,
    Yibin Wang
    ,
    Zekai Liu
  6. QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
    NAACL 2025 ·
    Changhai Zhou
    , Yuhua Zhou,
    Yibin Wang
    ,
    Shijie Han
    ,
    Qian Qiao
    ,
    Hongguang Li
  7. RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
    NAACL 2025 ·
    Changhai Zhou
    ,
    Shijie Han
    ,
    Lining Yang
    , Yuhua Zhou,
    Xu Cheng
    ,
    Yibin Wang
    ,
    Hongguang Li
  8. UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
    ICLR 2025 ·
    Ruifeng Li
    ,
    Mingqian Li
    ,
    Wei Liu
    , Yuhua Zhou,
    Xiangxin Zhou
    ,
    Yuan Yao
    ,
    Qiang Zhang
    ,
    Hongyang Chen