Taotao Cai

According to our database, Taotao Cai authored at least 33 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Deep learning model inversion attacks and defenses: a comprehensive survey.

Wencheng Yang, Song Wang, Di Wu, Taotao Cai, Yanming Zhu, Shicheng Wei, Yi-Ying Zhang, Xu Yang, Zhaohui Tang, Yan Li

Artif. Intell. Rev., August, 2025

Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks.

Kunhao Li, Di Wu, Jun Bai, Jing Xu, Lei Yang, Ziyi Zhang, Yiliao Song, Wencheng Yang, Taotao Cai, Yan Li

CoRR, July, 2025

Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review.

Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Lin Li, Qing Li, Jianming Yong

WIREs Data. Mining. Knowl. Discov., June, 2025

Efficient Influential Nodes Tracking via Link Prediction in Evolving Networks.

Kexin Zhang, Taotao Cai, Zhaoyu Liu, Shuang Teng, Yi Wang, Yu Chen, Ji Zhang

IEEE Internet Things J., June, 2025

Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance.

Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Quan Z. Sheng, Haoran Xie, Jianming Yong

World Wide Web (WWW), May, 2025

A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities.

Shuang Wang, He Zhang, Quan Z. Sheng, Xiaoping Li, Zhu Sun, Taotao Cai, Wei Emma Zhang, Jian Yang, Qing Gao

IEEE Trans. Big Data, April, 2025

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey.

Wencheng Yang, Song Wang, Di Wu, Taotao Cai, Yanming Zhu, Shicheng Wei, Yiying Zhang, Xu Yang, Yan Li

CoRR, January, 2025

HebCGNN: Hebbian-enabled causal classification integrating dynamic impact valuing.

Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Haoran Xie, Cai Xu, Jianming Yong

Knowl. Based Syst., 2025

2024

FRAMU: Attention-Based Machine Unlearning Using Federated Reinforcement Learning.

Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li

IEEE Trans. Knowl. Data Eng., October, 2024

Special issue on link prediction in complex networks.

Michael Sheng, Taotao Cai, Adnan Mahmood

Computing, July, 2024

Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.

Taotao Cai, Qi Lei, Quan Z. Sheng, Ningning Cui, Shuiqiao Yang, Jian Yang, Wei Emma Zhang, Adnan Mahmood

IEEE Trans. Knowl. Data Eng., May, 2024

Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning.

Simi Job, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Jianming Yong, Qing Li

ACM Trans. Intell. Syst. Technol., April, 2024

MDCGA-Net: Multiscale Direction Context-Aware Network With Global Attention for Building Extraction From Remote Sensing Images.

Penghui Niu, Junhua Gu, Yajuan Zhang, Ping Zhang, Taotao Cai, Wenjia Xu, Jungong Han

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Towards Causal Classification: A Comprehensive Study on Graph Neural Networks.

Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Haoran Xie, Jianming Yong

CoRR, 2024

Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks (Extended Abstract).

Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Towards Multi-User, Secure, and Verifiable $k$NN Query in Cloud Database.

Ningning Cui, Kang Qian, Taotao Cai, Jianxin Li, Xiaochun Yang, Jie Cui, Hong Zhong

IEEE Trans. Knowl. Data Eng., September, 2023

Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks.

Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao

IEEE Trans. Knowl. Data Eng., July, 2023

Top-k Socio-Spatial Co-Engaged Location Selection for Social Users.

Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Yunliang Chen, Timos Sellis, Mark Reynolds

IEEE Trans. Knowl. Data Eng., May, 2023

Dynamic Correlation Adjacency-Matrix-Based Graph Neural Networks for Traffic Flow Prediction.

Junhua Gu, Zhihao Jia, Taotao Cai, Xiangyu Song, Adnan Mahmood

Sensors, March, 2023

ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection.

Huansheng Song, Ya Wen, Xiangyu Song, Shijie Sun, Taotao Cai, Jianxin Li

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism.

Ang Li, Xiangyu Song, Shijie Sun, Zhaoyang Zhang, Taotao Cai, Huansheng Song

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2022

Target-Aware Holistic Influence Maximization in Spatial Social Networks.

Taotao Cai, Jianxin Li, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu

IEEE Trans. Knowl. Data Eng., 2022

Robust cross-network node classification via constrained graph mutual information.

Shuiqiao Yang, Borui Cai, Taotao Cai, Xiangyu Song, Jiaojiao Jiang, Bing Li, Jianxin Li

Knowl. Based Syst., 2022

A survey on deep learning based knowledge tracing.

Xiangyu Song, Jianxin Li, Taotao Cai, Shuiqiao Yang, Tingting Yang, Chengfei Liu

Knowl. Based Syst., 2022

Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.

Taotao Cai, Qi Lei, Quan Z. Sheng, Shuiqiao Yang, Jian Yang, Wei Emma Zhang

CoRR, 2022

2020

Anchor Vertex Selection for Enhanced Reliability of Traffic Offloading Service in Edge-Enabled Mobile P2P Social Networks.

Hengda Zhang, Xiaofei Wang, Hao Fan, Taotao Cai, Jianxin Li, Xiuhua Li, Victor C. M. Leung

J. Commun. Inf. Networks, 2020

Community-diversified influence maximization in social networks.

Jianxin Li, Taotao Cai, Ke Deng, Xinjue Wang, Timos Sellis, Feng Xia

Inf. Syst., 2020

Top-k Socio-Spatial Co-engaged Location Selection for Social Users.

Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Timos Sellis, Mark Reynolds

CoRR, 2020

Anchored Vertex Exploration for Community Engagement in Social Networks.

Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Correlate Influential News Article Events to Stock Quote Movement.

Arun Chaitanya Mandalapu, Saranya Gunabalan, Avinash Sadineni, Taotao Cai, Nur Al Hasan Haldar, Jianxin Li

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Holistic Influence Maximization for Targeted Advertisements in Spatial Social Networks.

Jianxin Li, Taotao Cai, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Efficient distance-based representative skyline computation in 2D space.

Rui Mao, Taotao Cai, Rong-Hua Li, Jeffrey Xu Yu, Jianxin Li

World Wide Web, 2017

2015

Efficient Algorithms for Distance-Based Representative Skyline Computation in 2D Space.

Taotao Cai, Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Yadi Cai

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015