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Shiyu Xia

8 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×4NeurIPS ×2ICML ×1IJCAI ×1

Frequent coauthors

Ruiming Chen
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Yuankun Zu
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Jiaze Xu
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Boyu Shi
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Jiaqi Lv
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Papers

  1. Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
    AAAI 2026 ·
    Ruiming Chen
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  2. Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks
    AAAI 2025 ·
    Yuankun Zu
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  3. Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
    ICML 2025 ·
    Jiaze Xu
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  4. Building Variable-Sized Models via Learngene Pool
    AAAI 2024 ·
    Boyu Shi
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  5. Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models
    IJCAI 2024 · Shiyu Xia
  6. Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
    NeurIPS 2024 · Shiyu Xia
  7. Transformer as Linear Expansion of Learngene
    AAAI 2024 · Shiyu Xia
  8. What Makes Partial-Label Learning Algorithms Effective?
    NeurIPS 2024 ·
    Jiaqi Lv
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