Data Mining Lab. (@snudatalab)
github

snudatalab

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  • Stars
    star
    208
  • Global Rank 119,001 (Top 5 %)
  • Followers 25
  • Registered about 5 years ago
  • Most used languages
    Python
         85.2 %
    C++
         7.4 %
    Java
         3.7 %
    MATLAB
         3.7 %
  • Location πŸ‡°πŸ‡· South Korea
  • Country Total Rank 1,303
  • Country Ranking
    MATLAB
         203
    Python
         349
    C++
         398
    Java
         1,212

Top repositories

1

KegNet

Knowledge Extraction with No Observable Data (NeurIPS 2019)
Python
43
star
2

GraphAug

Model-Agnostic Augmentation for Accurate Graph Classification (WWW 2022)
Python
20
star
3

BPN

Belief Propagation Network for Hard Inductive Semi-Supervised Learning (IJCAI 2019)
Python
19
star
4

SVGA

Accurate Node Feature Estimation with Structured Variational Graph Autoencoder (KDD 2022)
Python
18
star
5

PFT

Fast and Accurate Partial Fourier Transform for Time Series Data (KDD 2021)
C++
13
star
6

SmartSense

A dataset repository of "Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge" (CIKM 2022)
12
star
7

TATD

Time-Aware Tensor Decomposition for Sparse Tensors
Python
8
star
8

TMI

Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance
Python
8
star
9

FlexGraph

FlexGraph: Flexible Partitioning and Storage for Scalable Graph Mining
Java
7
star
10

FALCON

FALCON for compressing CNN
Python
7
star
11

DAO-CP

DAO-CP: data-adaptive online CP decomposition
Python
6
star
12

MustaD

Compressing Deep Graph Convolution Network with Multi-Staged Knowledge Distillation (PLOS ONE)
Python
6
star
13

SidNet

Python
5
star
14

PopCon

Python
5
star
15

DoReMe

Domain-Aware Data Selection for Speech Classification via Meta-Reweighting (Interspeech'24)
Python
4
star
16

TAG

Accurate graph classification via two-staged contrastive curriculum learning (PLOS ONE 2023)
Python
3
star
17

AUBER

AUBER: Automated BERT Regularization
Python
3
star
18

Meta-P2

Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition (KDD'24)
Python
2
star
19

Dash

MATLAB
2
star
20

BundleMage

Python
2
star
21

STF

Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values (CIKM 2021)
Python
2
star
22

DEMS

Unsupervised Multi-Source Domain Adaptation with No Observable Source Data (PLOS ONE)
Python
2
star
23

SensiMix

Python
1
star
24

MultiEPL

Multi-EPL: Accurate Multi-source Domain Adaptation
Python
1
star
25

CoHeat

Python
1
star
26

INFO

This is a repository of "Fast and accurate interpretation of workload classification", submitted on PLOS ONE 2023.
Python
1
star
27

Auto-MPFT

Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection (KDD 2024)
C++
1
star
28

PGT

PGT: Accurate News Recommendation Coalescing Personal and Global Temporal Preferences (PAKDD 2020)
Python
1
star