Publications

Under Review

A Simple Framework for Bias Mitigation via Feature Influence
Mengnan Du, Ruixiang Tang, Weijie Fu, Xia Hu. Under Review, 2020.

2021

Differentiated Explanation of Deep Networks with Skewed Distributions
Weijie Fu, Meng Wang, Mengnan Du, Ninghao Liu, Shijie Hao, Xia Hu. IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI:10.1109/TPAMI.2021.3049784, T-PAMI 2021. paper code

ExAD: An Ensemble Approach for Explanation-based Adversarial Detection
Raj Vardhan, Ninghao Liu, Weijie Fu, Guofei Gu. Arxiv, 2021. paper

2020

A Survey on Large-Scale Machine Learning
Meng Wang (Advisor), Weijie Fu, Xiangnan He, Shijie Hao, Xindong Wu. IEEE Transactions on Knowledge and Data Engineering, T-KDE 2020. paper

The Balanced Loss Curriculum Learning
Wei Qin, Zhenzhen Hu, Xueliang Liu, Weijie Fu Jun He, and Richang Hong. IEEE Access. IEEE Access, 2020. paper

2019

Efficient Graph Based Multi-view Learning
Hengtong, Hu, Richang Hong, Weijie Fu, and Meng Wang. International Conference on Multimedia Modeling. MMM 2019.

2018

Scalable Active Learning by Approximated Error Reduction
Weijie Fu, Meng Wang, Shijie Hao, Xindong Wu. ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Oral, SIGKDD 2018. paper slides code

2017

FLAG: Faster Learning on Anchor Graph with Label Predictor Optimization
Weijie Fu, Meng Wang, Shijie Hao, and Tingting Mu. IEEE Transactions on Big Data. T-BD 2017. paper code

Learning on Big Graph: Label Inference and Regularization with Anchor Hierarchy
Meng Wang (Advisor), Weijie Fu, Shijie Hao, Hengchang Liu, and Xindong Wu. IEEE Transactions on Knowledge and Data Engineering. T-KDE 2017. paper code

2016

Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization
Meng Wang (Advisor), Weijie Fu, Shijie Hao, Dacheng Tao, and Xindong Wu. IEEE Transactions on Knowledge and Data Engineering. T-KDE 2016. paper code

Active learning on Anchor Graph with an Improved Transductive Experimental Design
Weijie Fu, Shijie Hao, and Meng Wang. Neurocomputing. Neurocomputing 2016. paper

Dimensionality Reduction on Anchor Graph with an Efficient Locality Preserving Projection
Jiang Rui, Weijie Fu, Shijie Hao, Li Wen, and Richang Hong. Neurocomputing. Neurocomputing 2016. paper code