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Zenglin Xu

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SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes

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Jun 18, 2025
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Efficient Network Automatic Relevance Determination

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Jun 14, 2025
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FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making

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Jun 10, 2025
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Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation

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Jun 09, 2025
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Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models

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Jun 06, 2025
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IDInit: A Universal and Stable Initialization Method for Neural Network Training

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Mar 06, 2025
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Position: LLMs Can be Good Tutors in Foreign Language Education

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Feb 08, 2025
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GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models through Statistically-Guided Geo-Prototyping

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Dec 19, 2024
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Centaur: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference

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Dec 14, 2024
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MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning

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Nov 05, 2024
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