PASA Lab of Nanjing University

MR-Course-Assignments

Assignments for courses of MapReduce

LLM_Paper_Learning

LLM Papers We Recommend to Read

Liquid

Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters

DIFER

NAS-CTR

AdaMCL

PyTorch implementation of AdaCML

BigSpa

A framework for large-sacle static program analysis.

GADAM

HAGNN

Hybrid Aggregation for Heterogeneous Graph Neural Networks

AutoMTL

The official implementation of paper *Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations*

CasMLN

PSP

Coral

Coral: Federated Query Join Order Optimization Based on Deep Reinforcement Learning

Octopus-DF

A cross-platfrom pandas-like Dataframe based on Pandas, Spark and Dask.

AutoAC

EAAFE

The codes for paper "Evolutionary Automated Feature Engineering"

Magpie

Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach

trasa

Implementation for Transition Relation Aware Self-Attention for Session-based Recommendation

PGA

partial attack for graph global attack

AffinityTune

KGAttack_Machin_noPKL

LSEN

PMPAS

Raven

Benchmarking query engines with pre-computation on cloud

SAGNAS

Official implementation of SA-GNAS

UniGPS

Unified Graph Programming Framework

oles

The implemention of Operation-Level Early Stopping for Robustifying Differentiable NAS

GLEN

RZ-NAS

ShadowAQP

Efficient and Accurate Approximate Join Query Processing via Conditional Sample Data Generation and Size Allocation