Follow
Ninghao Liu
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
12882019
Auggpt: Leveraging chatgpt for text data augmentation
H Dai, Z Liu, W Liao, X Huang, Y Cao, Z Wu, L Zhao, S Xu, W Liu, N Liu, ...
arXiv preprint arXiv:2302.13007, 2023
2122023
An embarrassingly simple approach for trojan attack in deep neural networks
R Tang, M Du, N Liu, F Yang, X Hu
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
1662020
Towards explanation of dnn-based prediction with guided feature inversion
M Du, N Liu, Q Song, X Hu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1482018
G-mixup: Graph data augmentation for graph classification
X Han, Z Jiang, N Liu, X Hu
International Conference on Machine Learning, 8230-8248, 2022
1462022
Explainability for large language models: A survey
H Zhao, H Chen, F Yang, N Liu, H Deng, H Cai, S Wang, D Yin, M Du
ACM Transactions on Intelligent Systems and Technology 15 (2), 1-38, 2024
1382024
Deep representation learning for social network analysis
Q Tan, N Liu, X Hu
Frontiers in big Data 2, 2, 2019
1192019
Sparse-interest network for sequential recommendation
Q Tan, J Zhang, J Yao, N Liu, J Zhou, H Yang, X Hu
Proceedings of the 14th ACM international conference on web search and data …, 2021
1182021
Edits: Modeling and mitigating data bias for graph neural networks
Y Dong, N Liu, B Jalaian, J Li
Proceedings of the ACM web conference 2022, 1259-1269, 2022
1102022
On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)
G Mai, W Huang, J Sun, S Song, D Mishra, N Liu, S Gao, T Liu, G Cong, ...
ACM Transactions on Spatial Algorithms and Systems, 2024
92*2024
Is a single vector enough? exploring node polysemy for network embedding
N Liu, Q Tan, Y Li, H Yang, J Zhou, X Hu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
922019
Learning to hash with graph neural networks for recommender systems
Q Tan, N Liu, X Zhao, H Yang, J Zhou, X Hu
Proceedings of The Web Conference 2020, 1988-1998, 2020
892020
Contextual outlier interpretation
N Liu, D Shin, X Hu
Proceedings of the 27th International Joint Conference on Artificial …, 2018
872018
In-processing modeling techniques for machine learning fairness: A survey
M Wan, D Zha, N Liu, N Zou
ACM Transactions on Knowledge Discovery from Data 17 (3), 1-27, 2023
81*2023
Adversarial detection with model interpretation
N Liu, H Yang, X Hu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
772018
S2GAE: self-supervised graph autoencoders are generalizable learners with graph masking
Q Tan, N Liu, X Huang, SH Choi, L Li, R Chen, X Hu
Proceedings of the sixteenth ACM international conference on web search and …, 2023
76*2023
On interpretation of network embedding via taxonomy induction
N Liu, X Huang, J Li, X Hu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
662018
Accelerated Local Anomaly Detection via Resolving Attributed Networks.
N Liu, X Huang, X Hu
IJCAI, 2337-2343, 2017
642017
Dynamic memory based attention network for sequential recommendation
Q Tan, J Zhang, N Liu, X Huang, H Yang, J Zhou, X Hu
Proceedings of the AAAI conference on artificial intelligence 35 (5), 4384-4392, 2021
632021
On attribution of recurrent neural network predictions via additive decomposition
M Du, N Liu, F Yang, S Ji, X Hu
The world wide web conference, 383-393, 2019
622019
The system can't perform the operation now. Try again later.
Articles 1–20