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Data Mining Lab.'s Projects

auber icon auber

AUBER: Automated BERT Regularization

bpn icon bpn

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

dao-cp icon dao-cp

DAO-CP: data-adaptive online CP decomposition

dems icon dems

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

flexgraph icon flexgraph

FlexGraph: Flexible Partitioning and Storage for Scalable Graph Mining

graphaug icon graphaug

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

info icon info

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

kegnet icon kegnet

Knowledge Extraction with No Observable Data (NeurIPS 2019)

moderncv icon moderncv

A modern curriculum vitae class for LaTeX

multiepl icon multiepl

Multi-EPL: Accurate Multi-source Domain Adaptation

mustad icon mustad

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

pft icon pft

Fast and Accurate Partial Fourier Transform for Time Series Data (KDD 2021)

pgt icon pgt

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

smartsense icon smartsense

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

stf icon stf

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

svga icon svga

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

tag icon tag

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

tatd icon tatd

Time-Aware Tensor Decomposition for Sparse Tensors

tmi icon tmi

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

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