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Hi, I'm Kyrie ✨

I'm an undergraduate at Shanghai Jiao Tong University (SJTU), majoring in Information Security. I'm expected to graduate in June 2024.

I am interested in Privacy-Preserving Machine Learning and LLMs.

  • I'm one of the contributors of SecretFlow, a framework for Privacy-Preserving Machine Learning, implementing Label Leakage Attacks for Split Learning.
  • I collaborated to propose HarsanyiNet, a novel network that can calculate Shapley values in a single forward propagation, facilitating the attribution of inputs in order to explain the black box.
  • I am currently working on proposing a method to add semantic-level watermarks, to distinguish between images generated by Stable Diffusion and real-life photos.

This is my Curriculum Vitae.

Keyan (Kyrie) Zhang's Projects

bigdl icon bigdl

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

canvas_grab icon canvas_grab

🌐 One-click script to synchronize files from Canvas LMS.

cs231n icon cs231n

斯坦福 cs231n 作业代码实践

gestaltmatcher icon gestaltmatcher

Facial analysis framework for genetic disorders with facial dysmorphism

harsanyi-net icon harsanyi-net

An interpretable network to compute the Shapley values in a single forward propagation.

langchain-chatchat icon langchain-chatchat

Knowledge Base QA using RAG pipeline on Intel GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max) with IPEX-LLM

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

private-gpt icon private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

secretflow icon secretflow

A unified framework for privacy-preserving data analysis and machine learning

text-generation-webui icon text-generation-webui

A Gradio Web UI for running local LLM on Intel GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max) using BigDL-LLM.

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