Data Mining Lab. Blog

Supervised Belief Propagation: Scalable Supervised Inference on Attributed Networks

Time-Aware Tensor Decomposition for Missing Entry Prediction

Attention-Based Autoregression for Accurate and Efficient Multivariate Time Series Forecasting

Pea-KD: Parameter-efficient and accurate Knowledge Distillation on BERT

AUBER: Automated BERT Regularization

SIDE: Representation Learning in Signed Directed Networks

FALCON: Lightweight and Accurate Convolution

Belief Propagation Network for Hard Inductive Semi-supervised Learning

Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range

Accurate Relational Reasoning in Edge-labeled Graphs by Multi-labeled Random Walk with Restart

Curved-Voxel Clustering for Accurate Segmentation of 3D LiDAR Point Clouds with Real-Time Performance