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Dung D. Le

A Framework for Controllable Multi-objective Learning with Annealed Stein Variational Hypernetworks

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Jun 07, 2025
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Provably Improving Generalization of Few-Shot Models with Synthetic Data

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May 30, 2025
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Enhancing News Recommendation with Hierarchical LLM Prompting

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Apr 29, 2025
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JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture

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Apr 10, 2025
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Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks

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Dec 23, 2024
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Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

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May 30, 2024
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Improving Vietnamese-English Medical Machine Translation

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Mar 28, 2024
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Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings

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Feb 22, 2024
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A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models

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Feb 18, 2024
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Zero-shot Object-Level OOD Detection with Context-Aware Inpainting

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Feb 07, 2024
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