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Boran Han

Effectively Steer LLM To Follow Preference via Building Confident Directions

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Mar 04, 2025
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Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization

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Dec 06, 2024
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Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions

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Dec 02, 2024
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Unraveling the Gradient Descent Dynamics of Transformers

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Nov 12, 2024
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Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics

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Jul 19, 2024
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Transferring Knowledge from Large Foundation Models to Small Downstream Models

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Jun 11, 2024
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Discovering Bias in Latent Space: An Unsupervised Debiasing Approach

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Jun 05, 2024
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CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving

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Apr 26, 2024
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Bridging Remote Sensors with Multisensor Geospatial Foundation Models

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Apr 01, 2024
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PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design

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Mar 08, 2024
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