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<section class="hero is-light">
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<h1 class="title is-1 publication-title">DeepSeek Papers</h1>
<h2 class="subtitle is-3">Advancing Deep Learning Research</h2>
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<!-- Native Sparse Attention -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2502.11089">Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Advanced approach to sparse attention optimization with hardware-aligned implementation.
</p>
</div>
</div>
<!-- DeepSeek-Applications -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00130">DeepSeek-Applications: Real-World Applications of Deep Learning in Protein Function Prediction</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Practical applications and implementation strategies for protein function prediction.
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<!-- DeepSeek-Interaction -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00129">DeepSeek-Interaction: Predicting Protein-Protein Interactions Using Deep Learning Approaches</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Novel approaches to understanding and predicting protein-protein interactions.
</p>
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</div>
<!-- DeepSeek-Structure -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00128">DeepSeek-Structure: Integrating Structural Information for Protein Function Prediction</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Integration of structural data into protein function prediction models.
</p>
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<!-- DeepSeek-Protein -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00127">DeepSeek-Protein: A Comprehensive Framework for Protein Function Annotation</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Comprehensive framework for automated protein function annotation.
</p>
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<!-- DeepSeek-V3 -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00126">DeepSeek-V3: Enhancing Protein Function Predictions with Advanced Neural Architectures</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Advanced neural architectures for improved protein function prediction.
</p>
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<!-- DeepSeek-R1 -->
<div class="card paper-card">
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<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00125">DeepSeek-R1: A Robust Framework for Protein Function Prediction</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Robust framework designed for reliable protein function prediction.
</p>
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<!-- DeepSeek-V2 -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00124">DeepSeek-V2: Improved Protein Function Prediction Using Deep Learning</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Enhanced methods for protein function prediction using advanced deep learning techniques.
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</div>
<!-- DeepSeek -->
<div class="card paper-card">
<div class="card-content">
<h3 class="title is-4">
<a href="https://arxiv.org/abs/2001.00123">DeepSeek: A Deep Learning Framework for Sequence-Based Protein Function Prediction</a>
<span class="coming-soon-badge">Deep Dive Coming Soon</span>
</h3>
<p class="paper-description">
Foundational framework for sequence-based protein function prediction.
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