The papers gallery

This directory contains the papers that as reference for the project.

No	Title	Studio Lab	Kaggle	Colab	Description	Researcher
1	Text2SQL is Not Enough: Unifying AI and Databases with TAG				Answering natural language questions over databases	Bowen, Yuwei
2	LOTUS: Enabling Semantic Queries with LLMs Over Tables of Unstructured and Structured Data				Answering natural language questions over databases	Bowen, Yuwei

Medical

No	Title	Description	Researcher
1	MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III		Bowen, Yuwei
2	Democratizing EHR analyses with FIDDLE: a flexible data- driven preprocessing pipeline for structured clinical data		Bowen, Yuwei
3	An Extensive Data Processing Pipeline for MIMIC-IV	Basic structure of data extract pipeline	Bowen, Yuwei
4	Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events		Bowen, Yuwei
5	INTERPOLATION-PREDICTION NETWORKS FOR IRREGULARLY SAMPLED TIME SERIES		Bowen, Yuwei
6	MULTI-TIME ATTENTION NETWORKS FOR IRREGULARLY SAMPLED TIME SERIES		Bowen, Yuwei
7	Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series		Bowen, Yuwei
8	Multitask learning and benchmarking with clinical time series data		Bowen, Yuwei
9	Using Clinical Notes with Time Series Data for ICU Management		Bowen, Yuwei
10	Predicting in-hospital mortality by combining clinical notes with time-series data		Bowen, Yuwei

No	Title	Description	Researcher
1	Raw MIMIC-IV v1.0	Private	Yuwei
2	Raw MIMIC-IV v2.0	Public	Yuwei
3	Raw MIMIC-IV v2.0	Public	Yuwei

No	Title	Studio Lab	Kaggle	Colab	Description	Researcher
1	Machine Unlearning				A mechanism that user can remove harmful data from llm in real time	Arjuna
2	Does Refusal Training in LLMs Generalize to the Past Tense?				LLM attack	Tyson

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
img		img
mimic_paper		mimic_paper
security		security
text2SQL		text2SQL
.gitattributes		.gitattributes
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md