KaiyuanZh

Kaiyuan Zhang's repositories

A curated list of awesome graph representation learning.

[ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

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[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks

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[NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling

MIT200

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A curated list of awesome Machine Learning frameworks, libraries and software.

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A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)

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My machine learning playground repo

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Efficient Graph Algorithms for Neo4j

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Matlab code for machine learning algorithms in book PRML

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Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

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My pytorch zoo

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Python interface to Google word2vec

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