Data Mining Lab.

KegNet. Knowledge Extraction with No Observable Data (NeurIPS 2019)

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

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

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

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

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

TATD. Time-Aware Tensor Decomposition for Sparse Tensors

ReVol.

PULL. Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning (AAAI '25)

LampQ. LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers (AAAI 2026)

FALCON. FALCON for compressing CNN

DAO-CP. DAO-CP: data-adaptive online CP decomposition

FlexGraph. FlexGraph: Flexible Partitioning and Storage for Scalable Graph Mining

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

PopCon. Python

SidNet. Python

AugWard. AugWard: Augmentation-Aware Representation Learning for Accurate Graph Classification (PAKDD 2025)

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

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

PuzzleTensor. PuzzleTensor: A Method-Agnostic Data Transformation for Compact Tensor Factorization (KDD 2025)

SAPID. SAPID: Sequentially Diversified and Accurate Recommendations in Chronological Order for a Series of Users (WSDM 2025)

KG-CTF. Offline and Online Accurate Coupled Tensor Factorization with Knowledge Graph

Auto-MPFT. Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection (KDD 2024)

AUBER. AUBER: Automated BERT Regularization

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

Meta-P2. Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition (KDD'24)

CoHeat. Python

BaM. Towards True Multi-interest Recommendation: Enhanced Scheme for Balanced Interest Training (BigData 2024)

CoReSBR. Context-aware Sequential Bundle Recommendation via User-specific Representations (CIKM '25)

D-MVP. Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature Propagation (KDD' 25)

Dash. Dual-Way Streaming PARAFAC2 Decomposition Method for Irregular Tensors - Algorithm and Application (KDD'23)

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

BundleMage. Python

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

DART. Diversified and Accurate Long-Tail Recommendation

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

MultiEPL. Multi-EPL: Accurate Multi-source Domain Adaptation

CatDive. CatDive: A Simple yet Effective Method for Maximizing Category Diversity in Sequential Recommendation

PEARL. A dataset repository of "Entity-Aware Generative Retrieval for Personalized Contexts" (CIKM 2025)

COMIX. github repository for COMIX (Confidence-based logit-level graph mixup)

PQQP. Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression (ICLR 2026)

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

SensiMix. Python

MBA. Python

Acorn. Python

MOCA. Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-based Curriculum Learning (PAKDD'24)

Repeat. Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors (CIKM 2024)

PARADISE. MATLAB

PiGLeT. Probabilistic Message Passing for Semi-supervised Link Sign Prediction (ICDM'25)

FOCAL. Fast and Accurate Online Coupled Matrix-Tensor Factorization via Frequency Regularization (KDD 2026)

Delta-PU. WWW '26