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Xiaoyu Zhang's Projects

aser icon aser

ASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.

autotrainer icon autotrainer

An Automatic DNN TrainingProblem Detection and Repair System

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deeplocalize icon deeplocalize

DeepLocalize: Fault Localization for Deep NeuralNetworks

deeprel icon deeprel

Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)

dream icon dream

An automatic debugging and repairing system for AutoML bugs

form icon form

A Feedback-Based Model Search System

gptstore-prompts icon gptstore-prompts

Here are the Top 100 prompts on GPTStore, which we can use to learn and improve prompt engineering.

gpyopt icon gpyopt

Gaussian Process Optimization using GPy

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

safety icon safety

Safety checks your installed dependencies for known security vulnerabilities

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