Shangqian Gao

Venues

Frequent coauthors

Papers

1. HyperEdit: Unlocking Instruction-based Text Editing in LLMs via Hypernetworks
   ACL 2026 ·

   Yiming Zeng

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2. Query-Efficient Domain Knowledge Stealing Against Large Language Models
   AAAI 2026 ·

   Zhengao Li

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3. ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
   NeurIPS 2025 ·

   Xiaomeng Yang

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4. Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
   NeurIPS 2025 ·

   Haoyan Yang

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5. Controllable Memorization in LLMs via Weight Pruning
   EMNLP 2025 ·

   Chenjie Ni

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6. Cost-Aware Contrastive Routing for LLMs
   NeurIPS 2025 ·

   Reza Shirkavand

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7. DictPFL: Efficient and Private Federated Learning on Encrypted Gradients
   NeurIPS 2025 ·

   Jiaqi Xue

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8. Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models
   CVPR 2025 ·

   Reza Shirkavand

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9. FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
   NAACL 2025 ·

   James Seale Smith

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10. MoDeGPT: Modular Decomposition for Large Language Model Compression
    ICLR 2025 ·

    Chi-Heng Lin

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11. Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
    ICLR 2025 ·

    Alireza Ganjdanesh

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12. Adaptive Rank Selections for Low-Rank Approximation of Language Models
    NAACL 2024 · Shangqian Gao
13. Auto- Train-Once: Controller Network Guided Automatic Network Pruning from Scratch
    CVPR 2024 ·

    Xidong Wu

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14. BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks
    CVPR 2024 · Shangqian Gao
15. Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold
    AAAI 2024 ·

    Alireza Ganjdanesh

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16. DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
    NeurIPS 2024 · Shangqian Gao
17. Device-Wise Federated Network Pruning
    CVPR 2024 · Shangqian Gao
18. Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
    CVPR 2024 ·

    Alireza Ganjdanesh

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19. Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
    EMNLP 2024 ·

    Zhepeng Wang

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