Haicheng Tao

35 papers A* 1B 1Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative Models for Time Series Anomaly Detection: A Survey.
IEEE Trans. Artif. Intell.
Jie Cao, Jiawei Miao, Haicheng Tao, Youquan Wang, Jia Wu, Zidong Wang, Xindong Wu
2026 J jnl
In-Depth Understanding of Crime Dynamics via Space-Time-Context-Aware Tensor Decomposition.
IEEE Trans. Comput. Soc. Syst.
Weichao Liang, Guangliang Gao, Lei Chen, Haicheng Tao, Lilan Peng, Fengmao Lv, Tianrui Li
2026 A* conf
Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior Recommendation.
WWW
Yuzhe Chen, Jie Cao, Youquan Wang, Haicheng Tao, Darko B. Vukovic, Jia Wu
2026 J jnl
Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior Recommendation.
CoRR
Yuzhe Chen, Jie Cao, Youquan Wang, Haicheng Tao, Darko B. Vukovic, Jia Wu
2025 J jnl
A Dual-Discriminator Generative Adversarial Network for Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Da Ding, Youquan Wang, Haicheng Tao, Jia Wu, Jie Cao
2025 J jnl
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition.
IEEE Trans. Inf. Forensics Secur.
Weichao Liang, Fengmao Lv, Lei Chen, Haicheng Tao, Min Shi, Xingquan Zhu, Jie Cao
2025 J jnl
Fraud detection in multi-relation graph: Contrastive Learning on Feature and Structural Levels.
Neurocomputing
Jiangnan Tang, Huanhuan Gu, Darko B. Vukovic, Guandong Xu, Youquan Wang, Haicheng Tao, Jie Cao
2024 J jnl
A Space Object Optical Scattering Characteristics Analysis Model Based on Augmented Implicit Neural Representation.
Remote. Sens.
Qinyu Zhu, Can Xu, Shuailong Zhao, Xuefeng Tao, Yasheng Zhang, Haicheng Tao, Xia Wang, Yuqiang Fang
2024 J jnl
Black-box attacks on dynamic graphs via adversarial topology perturbations.
Neural Networks
Haicheng Tao, Jie Cao, Lei Chen, Hong-Liang Sun, Yong Shi, Xingquan Zhu
2024 J jnl
Reconstruction-based anomaly detection for multivariate time series using contrastive generative adversarial networks.
Inf. Process. Manag.
Jiawei Miao, Haicheng Tao, Haoran Xie, Jianshan Sun, Jie Cao
2023 J jnl
Graph convolutional network with multi-similarity attribute matrices fusion for node classification.
Neural Comput. Appl.
Youquan Wang, Jie Cao, Haicheng Tao
2023 J jnl
HAN-CAD: hierarchical attention network for context anomaly detection in multivariate time series.
World Wide Web (WWW)
Haicheng Tao, Jiawei Miao, Zhao Li, Zhenyu Zhang, Shuming Feng, Shu Wang, Jie Cao
2023 J jnl
Intra- and inter-association attention network-enhanced policy learning for social group recommendation.
World Wide Web (WWW)
Youquan Wang, Zhiwen Dai, Jie Cao, Jia Wu, Haicheng Tao, Guixiang Zhu
2023 J jnl
Trip Reinforcement Recommendation with Graph-based Representation Learning.
ACM Trans. Knowl. Discov. Data
Lei Chen, Jie Cao, Haicheng Tao, Jia Wu
2022 J jnl
Compactness Preserving Community Computation Via a Network Generative Process.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Cao, Yuyao Wang, Zhan Bu, Youquan Wang, Haicheng Tao, Guixiang Zhu
2022 — conf
Inter- and Intra-Graph Attention Aggregation Learning for Multi-relational GNN Spam Detection.
ITQM
Jiangnan Tang, Youquan Wang, Jie Cao, Haicheng Tao, Guixiang Zhu
2022 J jnl
Sensor-based Human Activity Recognition Using Graph LSTM and Multi-task Classification Model.
ACM Trans. Multim. Comput. Commun. Appl.
Jie Cao, Youquan Wang, Haicheng Tao, Xiang Guo
2022 — conf
Supervised Prototypical Variational Autoencoder for Shilling Attack Detection in Recommender Systems.
DMBD (2)
Xinhao Wang, Huiju Zhao, Youquan Wang, Haicheng Tao, Jie Cao
2022 — conf
Time Series Anomaly Detection for Smart Grids via Multiple Self-Supervised Tasks Learning.
ICKG
Zhenyu Zhang, Zhao Li, Dongyang Cai, Shuming Feng, Jiawei Miao, Yirun Guan, Haicheng Tao, Jie Cao
2022 J jnl
Towards hour-level crime prediction: A neural attentive framework with spatial-temporal-categorical fusion.
Neurocomputing
Weichao Liang, Youquan Wang, Haicheng Tao, Jie Cao
2021 J jnl
Attentive multi-task learning for group itinerary recommendation.
Knowl. Inf. Syst.
Lei Chen, Jie Cao, Huanhuan Chen, Weichao Liang, Haicheng Tao, Guixiang Zhu
2021 J jnl
Predicting Grain Losses and Waste Rate Along the Entire Chain: A Multitask Multigated Recurrent Unit Autoencoder Based Method.
IEEE Trans. Ind. Informatics
Jie Cao, Youquan Wang, Jing He, Weichao Liang, Haicheng Tao, Guixiang Zhu
2020 J jnl
A survey and taxonomy of adversarial neural networks for text-to-image synthesis.
WIREs Data Mining Knowl. Discov.
Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
2020 — conf
Integrating Bi-Dynamic Routing Capsule Network with Label-Constraint for Text classification.
ICKG
Xiang Guo, Youquan Wang, Kaiyuan Gao, Jie Cao, Haicheng Tao, Chaoyue Chen
2019 J jnl
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis.
CoRR
Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
2019 J jnl
Link communities detection: an embedding method on the line hypergraph.
Neurocomputing
Haicheng Tao, Zhe Li, Zhiang Wu, Jie Cao
2018 J jnl
GLEAM: a graph clustering framework based on potential game optimization for large-scale social networks.
Knowl. Inf. Syst.
Zhan Bu, Jie Cao, Huijia Li, Guangliang Gao, Haicheng Tao
2018 — ch.
Models for Community Dynamics.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Guandong Xu, Zhiang Wu, Jie Cao, Haicheng Tao
2017 — book
Fraud Prevention in Online Digital Advertising
Xingquan Zhu, Haicheng Tao, Zhiang Wu, Jie Cao, Kristopher Kalish, Jeremy Kayne
2017 B conf
Localized sampling for hospital re-admission prediction with imbalanced sample distributions.
IJCNN
Xingquan Zhu, Jose Hurtado, Haicheng Tao
2014 — ch.
Models for Community Dynamics.
Encyclopedia of Social Network Analysis and Mining
Guandong Xu, Zhiang Wu, Jie Cao, Haicheng Tao
2014 — conf
Overlapping Community Extraction: A Link Hypergraph Partitioning Based Method.
IEEE SCC
Haicheng Tao, Zhiang Wu, Jin Shi, Jie Cao, Xiaofeng Yu
2013 — conf
A Cloud System for Community Extraction from Super-Large Scale Social Networks.
WISE (2)
Zhiang Wu, Haicheng Tao, Youquan Wang, Changjian Fang, Jie Cao
2013 J jnl
A novel noise filter based on interesting pattern mining for bag-of-features images.
Expert Syst. Appl.
Zhiang Wu, Jie Cao, Haicheng Tao, Yi Zhuang
2013 — conf
Understanding User Behavior through URL Analysis in Sina Tweets.
WISE Workshops
Youquan Wang, Haicheng Tao, Jie Cao, Zhiang Wu