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Junxiao Wang

ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory

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Mar 16, 2025
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MagicGeo: Training-Free Text-Guided Geometric Diagram Generation

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Feb 19, 2025
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Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality

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May 16, 2024
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On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions

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Jun 02, 2023
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DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning

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Mar 14, 2023
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FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers

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Nov 15, 2022
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PMR: Prototypical Modal Rebalance for Multimodal Learning

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Nov 14, 2022
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Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application

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Nov 13, 2022
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PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model

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Aug 24, 2022
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A Survey on Gradient Inversion: Attacks, Defenses and Future Directions

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Jun 15, 2022
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