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Changhai Zhou

7 papers at tracked venues · 5 at CORE A* · active 2025–2026

Venues

Frequent coauthors

Yuhua 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