Xu Yang

Venues

Frequent coauthors

Papers

1. Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments
   AAAI 2026 ·

   Shuxia Lin

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2. Efficient and Effective In-context Demonstration Selection with Coreset
   AAAI 2026 ·

   Zihua Wang

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3. Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
   AAAI 2026 ·

   Ruiming Chen

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4. GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
   AAAI 2026 ·

   Jiale Fu

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5. Learngene: Inheritable 'Genes' in Intelligent Agents (Abstract Reprint)
   AAAI 2026 ·

   Fu Feng

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6. Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization
   ACM MM 2025 ·

   Huiyi Chen

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7. Fast Large Language Model Collaborative Decoding via Speculation
   ICML 2025 ·

   Jiale Fu

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8. FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow Network
   NeurIPS 2025 ·

   Shuo Xu

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9. Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks
   AAAI 2025 ·

   Yuankun Zu

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10. Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
    ICML 2025 ·

    Jiaze Xu

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11. Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
    IUI 2025 ·

    Yingzhe Peng

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12. Redefining in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation
    CVPR 2025 ·

    Fu Feng

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13. Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient
    AAAI 2025 ·

    Yongliang Wu

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14. Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark
    AAAI 2025 ·

    Yongliang Wu

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15. Building Variable-Sized Models via Learngene Pool
    AAAI 2024 ·

    Boyu Shi

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16. Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
    NeurIPS 2024 ·

    Qiufeng Wang

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17. Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models
    IJCAI 2024 ·

    Shiyu Xia

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18. How to Configure Good In-Context Sequence for Visual Question Answering
    CVPR 2024 ·

    Li Li

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19. Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
    NeurIPS 2024 ·

    Shiyu Xia

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20. LIVE: Learnable In-Context Vector for Visual Question Answering
    NeurIPS 2024 ·

    Yingzhe Peng

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21. Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
    NeurIPS 2024 · Xu Yang
22. Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
    NeurIPS 2024 ·

    Shuxia Lin

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23. Transformer as Linear Expansion of Learngene
    AAAI 2024 ·

    Shiyu Xia

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24. Vision Transformers as Probabilistic Expansion from Learngene
    ICML 2024 ·

    Qiufeng Wang

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