NoakLiu

GraphSnapShot

GraphSnapShot: Caching Local Structure for Fast Graph Learning [Efficient ML System]

Efficient-Foundation-Models-Survey

Efficient-Large-Foundation-Model-Inference: A-Perspective-From-Model-and-System-Co-Design [Efficient ML System & Model]

LLMEasyQuant

An Easy-to-Use Toolkit for LLM Quantization on can be executed on Macbook [Efficient ML Model]

MT2ST

Accelerating Embedding Training on Multitask Scenario [Efficient ML Model]

DRTR

Efficient Algorithm Design for Multi-hop Graph Learning [Efficient ML Model]

Spatial-Temporal-Knowledge-Graph-System

A research project about construction of spatial-tempal knowledge graph, then analysis, tracking, visuzalization of the potential information propagation paths on the knowledge graph.

CRRT-Medical-Treatment-Prediction-by-Applying-Reinforcement-Learning-Methods

This is a research project conducted by researchers from UW-Madison, Tsinghua University, Peking University People's Hospital

SeamCarver

SeamCarver: A package for seam carving algorithm improvement

CPU

Verilog Implementation of CPU

DeepSeek-V3

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DGPS

In this research project, a Distributed Large Scale Graph Processing System based on Hadoop and Java is proposed.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

King-County-House-Prices-Prediction-with-Artificial-Neural-Networks

Multi-Modal-Classifier

A Mutli Modal (Image + Text) Classifier

NCSU_summer_project

This is a group final project of NCSU 2021 summer

SageAttention

Quantized Attention that achieves speedups of 2.1-3.1x and 2.7-5.1x compared to FlashAttention2 and xformers, respectively, without lossing end-to-end metrics across various models.

SCQA

QA model on geometric question database

Triton-Puzzles-Lite

Puzzles for learning Triton, play it with minimal environment configuration!