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Qiongxiu Li

Optimal Privacy-Preserving Distributed Median Consensus

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Mar 13, 2025
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Byzantine-Resilient Federated Learning via Distributed Optimization

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Mar 13, 2025
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From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

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Mar 10, 2025
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Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond

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Mar 10, 2025
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DeMem: Privacy-Enhanced Robust Adversarial Learning via De-Memorization

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Dec 10, 2024
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Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models

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Oct 20, 2024
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Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis

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Oct 17, 2024
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Privacy-Preserving Distributed Maximum Consensus Without Accuracy Loss

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Sep 16, 2024
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ADBM: Adversarial diffusion bridge model for reliable adversarial purification

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Aug 01, 2024
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Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization

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Jul 12, 2024
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