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Jun Song

Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs

Jun 05, 2024
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Enhancing Sufficient Dimension Reduction via Hellinger Correlation

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May 30, 2024
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Demystify Mamba in Vision: A Linear Attention Perspective

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May 26, 2024
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ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models

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May 24, 2024
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Dreamer XL: Towards High-Resolution Text-to-3D Generation via Trajectory Score Matching

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May 18, 2024
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Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems

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Jan 09, 2024
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Provably Convergent Policy Optimization via Metric-aware Trust Region Methods

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Jun 25, 2023
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Decision-Dependent Distributionally Robust Markov Decision Process Method in Dynamic Epidemic Control

Jun 24, 2023
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Towards Optimal Pricing of Demand Response -- A Nonparametric Constrained Policy Optimization Approach

Jun 24, 2023
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Multivariate functional group sparse regression: functional predictor selection

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Jul 08, 2021
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