Fu Feng

Most-cited papers

1. WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models

   Fu Feng, Yu-Cheng Xie, Jing Wang, Xin Geng

   2024Computer Vision and Pattern Recognition22 citations Open access

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2. Learngene: Inheritable "genes" in intelligent agents

   Fu Feng, Jing Wang, Xu Yang, Xin Geng

   2025Artificial Intelligence16 citations

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3. Redefining <Creative> in Dictionary: Towards a Enhanced Semantic Understanding of Creative Generation

   Fu Feng, Yu-Cheng Xie, Jing Wang, Xin Geng

   16 citations

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4. KIND: Knowledge Integration and Diversion for Training Decomposable Models

   Yu-Cheng Xie, Fu Feng, Rui-Xiao Shi, Jing Wang +2 more

   2024International Conference on Machine Learning13 citations

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5. DivControl: Knowledge Diversion for Controllable Image Generation

   Yu-Cheng Xie, Fu Feng, Rui-Xiao Shi, Jing Wang +2 more

   2025AAAI Conference on Artificial Intelligence11 citations

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6. Transferring Core Knowledge via Learngenes

   Fu Feng, Jing Wang, Xin Geng

   2024arXiv.org11 citations

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7. FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models

   Yu-Cheng Xie, Fu Feng, Rui-Xiao Shi, Jian-Lu Shen +3 more

   2024arXiv.org11 citations

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8. Genes in Intelligent Agents

   Fu Feng, Jing Wang, Cong Zhang, Wenqian Li +2 more

   2023arXiv.org11 citations Open access

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9. Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers

   Qiufeng Wang, Xu Yang, Fu Feng, Jing Wang +1 more

   2024Neural Information Processing Systems10 citations

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10. ECO: Evolving Core Knowledge for Efficient Transfer

    Fu Feng, Yu-Cheng Xie, Rui-Xiao Shi, Jian-Lu Shen +2 more

    2025Neural Information Processing Systems5 citations

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11. Residual k-Nearest Neighbors Label Distribution Learning

    Jing Wang, Fu Feng, Jian-Hui Lv, Xin Geng

    2024Pattern Recognition5 citations

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12. Distribution-Conditional Generation: From Class Distribution to Creative Generation

    Fu Feng, Yu-Cheng Xie, Xu Yang, Jing Wang +1 more

    2025arXiv.org4 citations

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13. Knowledge Diversion for Efficient Morphology Control and Policy Transfer

    Fu Feng, Rui-Xiao Shi, Yu-Cheng Xie, Jian-Lu Shen +2 more

    2025arXiv.org3 citations

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14. FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning

    Rui-Xiao Shi, Fu Feng, Yu-Cheng Xie, Jing Wang +1 more

    2025arXiv.org3 citations

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15. A Unified Framework for Knowledge Transfer in Bidirectional Model Scaling

    Jian-Lu Shen, Fu Feng, Jiaze Xu, Yu-Chen Xie +2 more

    2026arXiv.org2 citations

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16. Self-Supervised Weight Templates for Scalable Vision Model Initialization

    Yu-Cheng Xie, Fu Feng, Rui-Xiao Shi, Jing Wang +2 more

    2026arXiv.org2 citations

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17. SafeGene: Reusable Adapters for Transferable Safety Alignment

    Yanghan Wang, Zhi Kou, Fu Feng, Jing Wang +1 more

    2026arXiv.org1 citations

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18. Constraint-based Pre-training: From Structured Constraints to Scalable Model Initialization

    Fu Feng, Yu-Chen Xie, Rui-Xiao Shi, Jing Wang +1 more

    2026arXiv.org1 citations

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19. Breaking the Scale Barrier: One-Shot Knowledge Transfer via Frequency Transform

    Jian-Lu Shen, Fu Feng, Yu-Chen Xie, Jia-Qi Lv +1 more

    20261 citations

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20. Redefining in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation

    Fu Feng, Yu-Cheng Xie, Xu Yang, Jing Wang +1 more

    2024Computer Vision and Pattern Recognition1 citations

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21. Knowledge Diversion: A Novel Paradigm for Pre-training Decomposable Image Generation Models

    Yu-Cheng Xie, Fu Feng, Rui-Xiao Shi, Jing Wang +2 more

    20260 citations

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22. Learngene: Inheritable 'Genes' in Intelligent Agents (Abstract Reprint)

    Fu Feng, Jing Wang, Xu Yang, Xin Geng

    2026AAAI Conference on Artificial Intelligence0 citations Open access

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23. One-for-All Model Initialization with Frequency-Domain Knowledge

    Jian-Lu Shen, Fu Feng, Yu-Cheng Xie, Jia-Qi Lv +1 more

    2026arXiv.org0 citations

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24. A Creative Agent is Worth a 64-Token Template

    Rui-Xiao Shi, Fu Feng, Yu-Cheng Xie, Xu Yang +2 more

    2026arXiv.org0 citations

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25. Bridging Body and Brain: Gene-Driven Morphology--Control Co-Design

    Fu Feng, Rui-Xiao Shi, Yu-Cheng Xie, Jing Wang +1 more

    20260 citations

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26. SysOM-AI: Continuous Cross-Layer Performance Diagnosis for Production AI Training

    Yu-Sheng Zheng, Wen-An Mao, Shu-Hsing Cheng, Fu Feng +7 more

    2026arXiv.org0 citations

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27. Redefining in Dictionary: Towards a Enhanced Semantic Understanding of Creative Generation

    Fu Feng, Yu-Cheng Xie, Jing Wang, Xin Geng

    2024arXiv.org0 citations

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28. Breaking Semantic Boundaries: Distribution-Guided Semantic Exploration for Creative Generation

    Fu Feng, Yu-Cheng Xie, Rui-Xiao Shi, Xu Yang +2 more

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