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Fanhu Zeng I'm currently a Master student at Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Xu-Yao Zhang and Prof. Cheng-Lin Liu. My major is Pattern Recognition and Intelligent System. Before that, I obtained my Bachlor degree from Nanjing University of Aeronautics and Astronautics (NUAA) majoring in Automation. My research interests lie in Multimodal Large Language models, Efficient AI and Trustworthy AI. Email / Google Scholar / Github / LinkedIn 📣 I am looking for PhD opportunities starting in 25Fall, 26Spring or 26Fall. I would greatly appreciate it if you have any available positions or suggestions. |
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Education
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News
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Publications |
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Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
Fanhu Zeng, Zhen Cheng, Fei Zhu, Hongxin Wei, Xu-Yao Zhang The Thirteenth International Conference on Learning Representations (ICLR), 2025 Paper / arXiv / Code |
Preprints* indicates equal contribution |
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ModalPrompt: Dual-Modality Guided Prompt for Continual Learning of Large Multimodal Models
Fanhu Zeng, Fei Zhu, Haiyang Guo, Xu-Yao Zhang, Cheng-Lin Liu arXiv |
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Towards Efficient and General-Purpose Few-Shot Misclassification Detection for Vision-Language Models
Fanhu Zeng, Zhen Cheng, Fei Zhu, Xu-Yao Zhang arXiv |
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HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
Haiyang Guo*, Fanhu Zeng*, Ziwei Xiang, Fei Zhu, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu arXiv |
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Federated Continual Instruction Tuning
Haiyang Guo, Fanhu Zeng, Fei Zhu, Wenzhuo Liu, Da-Han Wang, Jian Xu, Xu-Yao Zhang, Cheng-Lin Liu arXiv |
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Dynamic Knowledge Consolidation for Rehearsal-Free Continual Learning
Haiyang Guo, Fei Zhu, Fanhu Zeng, Bing Liu, Xu-Yao Zhang arXiv |
Academic Services
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© Fanhu Zeng | Last updated: April, 2025