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Sung Ju Hwang

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

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Apr 24, 2025
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Enhancing Variational Autoencoders with Smooth Robust Latent Encoding

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Apr 24, 2025
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Instruction-Guided Autoregressive Neural Network Parameter Generation

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Apr 02, 2025
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Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models

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Mar 12, 2025
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FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates

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Mar 11, 2025
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Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

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Mar 07, 2025
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Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model

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Feb 19, 2025
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SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

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Feb 18, 2025
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Continuous Diffusion Model for Language Modeling

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Feb 17, 2025
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InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

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Feb 13, 2025
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