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Kun Yuan

Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity

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Mar 20, 2025
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KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception

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Mar 13, 2025
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MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments

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Mar 04, 2025
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A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models

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Feb 11, 2025
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Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment

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Feb 04, 2025
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CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models

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Feb 03, 2025
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Visual Autoregressive Modeling for Image Super-Resolution

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Jan 31, 2025
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EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery

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Jan 20, 2025
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Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis

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Jan 16, 2025
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Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training

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Jan 13, 2025
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