Mengnan Du
Title
Cited by
Cited by
Year
Techniques for interpretable machine learning
M Du, N Liu, X Hu
Communications of the ACM 63 (1), 68-77, 2019
4812019
Score-CAM: Score-weighted visual explanations for convolutional neural networks
H Wang, Z Wang, M Du, F Yang, Z Zhang, S Ding, P Mardziel, X Hu
CVPR 2020 workshop, 2020
205*2020
Towards explanation of dnn-based prediction with guided feature inversion
M Du, N Liu, Q Song, X Hu
KDD 2018, 2018
872018
Fairness in deep learning: A computational perspective
M Du, F Yang, N Zou, X Hu
IEEE Intelligent Systems, 2020
622020
XFake: explainable fake news detector with visualizations
F Yang, SK Pentyala, S Mohseni, M Du, H Yuan, R Linder, ED Ragan, S Ji, ...
WWW 2019, 2019
492019
Towards generalizable forgery detection with locality-aware autoencoder
M Du, S Pentyala, Y Li, X Hu
CIKM 2020, 2019
40*2019
Evaluating explanation without ground truth in interpretable machine learning
F Yang, M Du, X Hu
arXiv preprint arXiv:1907.06831, 2019
382019
Specae: Spectral autoencoder for anomaly detection in attributed networks
Y Li, X Huang, J Li, M Du, N Zou
CIKM 2019, 2019
35*2019
An embarrassingly simple approach for trojan attack in deep neural networks
R Tang, M Du, N Liu, F Yang, X Hu
KDD 2020, 2020
342020
On attribution of recurrent neural network predictions via additive decomposition
M Du, N Liu, F Yang, S Ji, X Hu
WWW 2019, 2019
292019
Learning Credible Deep Neural Networks with Rationale Regularization
M Du, N Liu, F Yang, X Hu
ICDM 2019, 2019
252019
Representation interpretation with spatial encoding and multimodal analytics
N Liu, M Du, X Hu
WSDM 2019, 2019
112019
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models
M Du, V Manjunatha, R Jain, R Deshpande, F Dernoncourt, J Gu, T Sun, ...
NAACL 2021, 2021
102021
Deep Structured Cross-Modal Anomaly Detection
Y Li, N Liu, J Li, M Du, X Hu
IJCNN 2019, 2019
10*2019
Mitigating Gender Bias in Captioning Systems
R Tang, M Du, Y Li, Z Liu, X Hu
WWW 2021, 2020
9*2020
Adversarial machine learning: An interpretation perspective
N Liu, M Du, X Hu
SIGKDD Explorations, 2020
9*2020
Supervised training and contextually guided salient object detection
M Du, X Wu, W Chen, Z Li
Digital Signal Processing, 2017
72017
Salient object detection via region contrast and graph regularization
X Wu, M Du, W Chen, J Wang
Science China Information Sciences, 2016
62016
Exploiting multiple contexts for saliency detection
M Du, X Wu, W Chen, J Wang
Journal of Electronic Imaging, 2016
52016
Social media and psychological disorder
NH Ismail, M Du, X Hu
Social Web and Health Research, 171-192, 2019
42019
The system can't perform the operation now. Try again later.
Articles 1–20