Haicheng Tao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Multivariate Time Series

Anomaly Detection

Generative Process

Human Activity Recognition

Top Venues

World Wide Web (WWW)

Knowl. Inf. Syst.

Publications

Jiawei Miao, Haicheng Tao, Haoran Xie, Jianshan Sun, Jie Cao
Reconstruction-based anomaly detection for multivariate time series using contrastive generative adversarial networks. Inf. Process. Manag. 61 (1) (2024)
Haicheng Tao, Jie Cao, Lei Chen, Hong-Liang Sun, Yong Shi, Xingquan Zhu
Black-box attacks on dynamic graphs via adversarial topology perturbations. Neural Networks 171 (2024)
Youquan Wang, Zhiwen Dai, Jie Cao, Jia Wu, Haicheng Tao, Guixiang Zhu
Intra- and inter-association attention network-enhanced policy learning for social group recommendation. World Wide Web (WWW) 26 (1) (2023)
Youquan Wang, Jie Cao, Haicheng Tao
Graph convolutional network with multi-similarity attribute matrices fusion for node classification. Neural Comput. Appl. 35 (18) (2023)
Lei Chen, Jie Cao, Haicheng Tao, Jia Wu
Trip Reinforcement Recommendation with Graph-based Representation Learning. ACM Trans. Knowl. Discov. Data 17 (4) (2023)
Haicheng Tao, Jiawei Miao, Zhao Li, Zhenyu Zhang, Shuming Feng, Shu Wang, Jie Cao
HAN-CAD: hierarchical attention network for context anomaly detection in multivariate time series. World Wide Web (WWW) 26 (5) (2023)
Weichao Liang, Youquan Wang, Haicheng Tao, Jie Cao
Towards hour-level crime prediction: A neural attentive framework with spatial-temporal-categorical fusion. Neurocomputing 486 (2022)
Jie Cao, Youquan Wang, Haicheng Tao, Xiang Guo
Sensor-based Human Activity Recognition Using Graph LSTM and Multi-task Classification Model. ACM Trans. Multim. Comput. Commun. Appl. 18 (3s) (2022)
Xinhao Wang, Huiju Zhao, Youquan Wang, Haicheng Tao, Jie Cao
Supervised Prototypical Variational Autoencoder for Shilling Attack Detection in Recommender Systems. DMBD (2) (2022)
Zhenyu Zhang, Zhao Li, Dongyang Cai, Shuming Feng, Jiawei Miao, Yirun Guan, Haicheng Tao, Jie Cao
Time Series Anomaly Detection for Smart Grids via Multiple Self-Supervised Tasks Learning. ICKG (2022)
Jie Cao, Yuyao Wang, Zhan Bu, Youquan Wang, Haicheng Tao, Guixiang Zhu
Compactness Preserving Community Computation Via a Network Generative Process. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Jiangnan Tang, Youquan Wang, Jie Cao, Haicheng Tao, Guixiang Zhu
Inter- and Intra-Graph Attention Aggregation Learning for Multi-relational GNN Spam Detection. ITQM (2022)
Jie Cao, Youquan Wang, Jing He, Weichao Liang, Haicheng Tao, Guixiang Zhu
Predicting Grain Losses and Waste Rate Along the Entire Chain: A Multitask Multigated Recurrent Unit Autoencoder Based Method. IEEE Trans. Ind. Informatics 17 (6) (2021)
Lei Chen, Jie Cao, Huanhuan Chen, Weichao Liang, Haicheng Tao, Guixiang Zhu
Attentive multi-task learning for group itinerary recommendation. Knowl. Inf. Syst. 63 (7) (2021)
Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
A survey and taxonomy of adversarial neural networks for text-to-image synthesis. WIREs Data Mining Knowl. Discov. 10 (4) (2020)
Xiang Guo, Youquan Wang, Kaiyuan Gao, Jie Cao, Haicheng Tao, Chaoyue Chen
Integrating Bi-Dynamic Routing Capsule Network with Label-Constraint for Text classification. ICKG (2020)
Haicheng Tao, Zhe Li, Zhiang Wu, Jie Cao
Link communities detection: an embedding method on the line hypergraph. Neurocomputing 367 (2019)
Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis. CoRR (2019)
Zhan Bu, Jie Cao, Huijia Li, Guangliang Gao, Haicheng Tao
GLEAM: a graph clustering framework based on potential game optimization for large-scale social networks. Knowl. Inf. Syst. 55 (3) (2018)
Xingquan Zhu, Jose Hurtado, Haicheng Tao
Localized sampling for hospital re-admission prediction with imbalanced sample distributions. IJCNN (2017)
Haicheng Tao, Zhiang Wu, Jin Shi, Jie Cao, Xiaofeng Yu
Overlapping Community Extraction: A Link Hypergraph Partitioning Based Method. IEEE SCC (2014)
Zhiang Wu, Haicheng Tao, Youquan Wang, Changjian Fang, Jie Cao
A Cloud System for Community Extraction from Super-Large Scale Social Networks. WISE (2) (2013)
Youquan Wang, Haicheng Tao, Jie Cao, Zhiang Wu
Understanding User Behavior through URL Analysis in Sina Tweets. WISE Workshops (2013)
Zhiang Wu, Jie Cao, Haicheng Tao, Yi Zhuang
A novel noise filter based on interesting pattern mining for bag-of-features images. Expert Syst. Appl. 40 (18) (2013)