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Dongfang Zhao

Nemesis: Noise-randomized Encryption with Modular Efficiency and Secure Integration in Machine Learning Systems

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Dec 18, 2024
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Ares: Approximate Representations via Efficient Sparsification -- A Stateless Approach through Polynomial Homomorphism

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Dec 14, 2024
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Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment

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Nov 30, 2024
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NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection

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Oct 23, 2024
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VecLSTM: Trajectory Data Processing and Management for Activity Recognition through LSTM Vectorization and Database Integration

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Sep 28, 2024
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VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search

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Sep 25, 2024
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OPDR: Order-Preserving Dimension Reduction for Semantic Embedding of Multimodal Scientific Data

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Aug 15, 2024
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MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation

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May 24, 2024
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EnviroExam: Benchmarking Environmental Science Knowledge of Large Language Models

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May 18, 2024
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Enhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach

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Mar 03, 2024
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