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Toan Tran

Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning

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Mar 03, 2025
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Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training

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Feb 27, 2025
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SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance

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Dec 03, 2024
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Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting

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Oct 22, 2024
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Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints

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Aug 25, 2024
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On Inference Stability for Diffusion Models

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Dec 19, 2023
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KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All

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Nov 30, 2023
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Robust Contrastive Learning With Theory Guarantee

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Nov 16, 2023
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SigFormer: Signature Transformers for Deep Hedging

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Oct 20, 2023
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Conditional Support Alignment for Domain Adaptation with Label Shift

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May 29, 2023
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