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Xiao Zhang

Length-Induced Embedding Collapse in Transformer-based Models

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Oct 31, 2024
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DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination

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Oct 31, 2024
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UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

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Oct 22, 2024
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Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes

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Oct 18, 2024
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LargePiG: Your Large Language Model is Secretly a Pointer Generator

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Oct 15, 2024
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ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability

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Oct 15, 2024
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Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition

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Oct 15, 2024
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Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation

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Oct 14, 2024
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Matrix Sketching in Bandits: Current Pitfalls and New Framework

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Oct 14, 2024
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Unity is Power: Semi-Asynchronous Collaborative Training of Large-Scale Models with Structured Pruning in Resource-Limited Clients

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Oct 11, 2024
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