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Huiping Zhuang

Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model

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Mar 17, 2025
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Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning

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Mar 07, 2025
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RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis

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Feb 23, 2025
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SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings

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Feb 18, 2025
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PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning

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Jan 16, 2025
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SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation

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Dec 14, 2024
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Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice

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Dec 14, 2024
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Analytic Continual Test-Time Adaptation for Multi-Modality Corruption

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Oct 29, 2024
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TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition

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Oct 21, 2024
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C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets

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Oct 12, 2024
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