SamuelGong

Dordis

[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy

federated-learning-system-literature

[IEEE TBD'22] Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

FLASHE

[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

grad_attacks

Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.

Lotto

[USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning

MIPSAssemblerAndDisassembler

Efficiently translating MIPS assembly language code to bit or coe code，and vice versa

MusicPlayer

A gorgeous wav player based on Qt，equiped with lyric and spectrum display

Pisces

[ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training

SingleCycleCPU

A single cycle CPU running MIPS instructions on Xilinx FPGA

TexturePacking

Graphically solve a texture packing problem with three approximate algorithms

SamuelGong/FLASHE

[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

SamuelGong/Dordis

[ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy

SamuelGong/MIPSAssemblerAndDisassembler

Efficiently translating MIPS assembly language code to bit or coe code，and vice versa

SamuelGong/Pisces

[ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training

SamuelGong/Lotto

[USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning

SamuelGong/federated-learning-system-literature

[IEEE TBD'22] Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

SamuelGong/grad_attacks

Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.

SamuelGong/HKUSTCOMP3511Lab4

Maintained by TA Zhifeng Jiang.

SamuelGong/sys-deadlines

:alarm_clock: Computer System conference deadline countdowns -- based on https://mktrm.github.io/arch-deadlines

SamuelGong/LeetHub

Collection of my LeetCode solutions. - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

SamuelGong/awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

SamuelGong/awesome-Federated-Learning

federated-learning

SamuelGong/Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

SamuelGong/breaching

Breaching privacy in federated learning scenarios for vision and text

SamuelGong/direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

SamuelGong/federated

A framework for implementing federated learning

SamuelGong/Federated-Learning

联邦学习

SamuelGong/Federated-Learning-1

Overview of Federal Learning

SamuelGong/FedScale

FedScale: Benchmarking Model and System Performance of Federated Learning

SamuelGong/FILM

Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)

SamuelGong/FLsystem-paper

Federated Learning Systems

SamuelGong/kNNLM_privacy

Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888

SamuelGong/lamp

LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)

SamuelGong/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

SamuelGong/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

SamuelGong/metric-dp

Metric Differential Privacy for NLP

SamuelGong/MPCFormer

(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC

SamuelGong/samuelgong.github.io

SamuelGong/test_set_contamination

SamuelGong/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.