snudatalab/PFT

1

KegNet

Knowledge Extraction with No Observable Data (NeurIPS 2019)

Python

43

2

GraphAug

Model-Agnostic Augmentation for Accurate Graph Classification (WWW 2022)

Python

20

3

BPN

Belief Propagation Network for Hard Inductive Semi-Supervised Learning (IJCAI 2019)

Python

19

4

SVGA

Accurate Node Feature Estimation with Structured Variational Graph Autoencoder (KDD 2022)

Python

18

5

SmartSense

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

12

6

TATD

Time-Aware Tensor Decomposition for Sparse Tensors

Python

8

7

TMI

Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance

Python

8

8

FlexGraph

FlexGraph: Flexible Partitioning and Storage for Scalable Graph Mining

Java

7

9

FALCON

FALCON for compressing CNN

Python

7

10

DAO-CP

DAO-CP: data-adaptive online CP decomposition

Python

6

11

MustaD

Compressing Deep Graph Convolution Network with Multi-Staged Knowledge Distillation (PLOS ONE)

Python

6

12

SidNet

Python

5

13

PopCon

Python

5

14

DoReMe

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

Python

4

15

TAG

Accurate graph classification via two-staged contrastive curriculum learning (PLOS ONE 2023)

Python

3

16

AUBER

AUBER: Automated BERT Regularization

Python

3

17

Meta-P2

Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition (KDD'24)

Python

2

18

Dash

MATLAB

2

19

BundleMage

Python

2

20

STF

Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values (CIKM 2021)

Python

2

21

DEMS

Unsupervised Multi-Source Domain Adaptation with No Observable Source Data (PLOS ONE)

Python

2

22

SensiMix

Python

1

23

MultiEPL

Multi-EPL: Accurate Multi-source Domain Adaptation

Python

1

24

CoHeat

Python

1

25

INFO

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

Python

1

26

Auto-MPFT

Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection (KDD 2024)

C++

1

27

PGT

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

Python

1