Jaechul (Harry) Roh's repositories
COMP4211-Final-Presentation-Project
30-minute video presentation on the topic of “Adversarial Attack” (Machine Learning Course Final Presentation Project)
AIDL_Kaggle
Kaggle competition regression task on predicting the followers gained on Top 1000 Twitch Streamers
COMP-4461-Final-Video-Paper
Chatbot and AI Blog Post Summary Generation Code for COMP 4461 Final Video Paper
COMP-4461-Project-2
This is a HCI Project for creating a chatbot system for students undergoing self-quarantine at HKUST.
ELEC3300-Drone-Project
ELEC 3300: Final Drone Project
FILM
Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
HiddenKiller
Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"
Histopathologic-Image-Classification
2021 Winter Project: Metastatic Cancer Histopathology Image Classification (CNN vs. Modified Resnet-18)
Seq2Seq-Neural-Machine-Translation-Keras
Neural Machine Translation using Keras Framework (English -> French)
jcroh0508.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
lamp
LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)
medpy
Medical image processing in Python
ONION
Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"
RIPPLe
Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)