Taotao Cai

51 papers A* 4C 2Journal 41Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causal Neighbourhood Learning for Invariant Graph Representations.
CoRR
Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Jianming Yong
2026 J jnl
M3S-Net: Multimodal Feature Fusion Network Based on Multi-scale Data for Ultra-short-term PV Power Forecasting.
CoRR
Penghui Niu, Taotao Cai, Suqi Zhang, Junhua Gu, Ping Zhang, Qiqi Liu, Jianxin Li
2026 J jnl
Optimizing Graph Causal Classification Models: Estimating Causal Effects and Addressing Confounders.
CoRR
Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Jianming Yong, Xin Wang
2026 J jnl
Personalized Short-Term and Periodic Long-Term Preferences Modeling With Contrastive Learning for Next POI Recommendation.
IEEE Trans. Comput. Soc. Syst.
Mo Li, Zhaosong Zhao, Mingyang Ma, Linlin Ding, Taotao Cai
2026 J jnl
Reflection on community-diversified influence maximization in social networks.
Inf. Syst.
Jianxin Li, Taotao Cai, Ke Deng, Timos Sellis, Feng Xia
2025 A* conf
A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions.
IJCAI
Zihan Yang, Xiaohui Tao, Taotao Cai, Yifu Tang, Haoran Xie, Lin Li, Jianxin Li, Qing Li
2025 J jnl
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities.
IEEE Trans. Big Data
Shuang Wang, He Zhang, Quan Z. Sheng, Xiaoping Li, Zhu Sun, Taotao Cai, Wei Emma Zhang, Jian Yang, Qing Gao
2025 J jnl
AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions.
CoRR
Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu
2025 J jnl
AI-generated content in cross-domain applications: Research trends, challenges and propositions.
Knowl. Based Syst.
Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu
2025 J jnl
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance.
World Wide Web (WWW)
Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Quan Z. Sheng, Haoran Xie, Jianming Yong
2025 J jnl
Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey.
CoRR
Wencheng Yang, Song Wang, Di Wu, Taotao Cai, Yanming Zhu, Shicheng Wei, Yiying Zhang, Xu Yang, Yan Li
2025 J jnl
Deep learning model inversion attacks and defenses: a comprehensive survey.
Artif. Intell. Rev.
Wencheng Yang, Song Wang, Di Wu, Taotao Cai, Yanming Zhu, Shicheng Wei, Yi-Ying Zhang, Xu Yang, ZhaoHui Tang, Yan Li
2025 J jnl
Efficient Influential Nodes Tracking via Link Prediction in Evolving Networks.
IEEE Internet Things J.
Kexin Zhang, Taotao Cai, Zhaoyu Liu, Shuang Teng, Yi Wang, Yu Chen, Ji Zhang
2025 J jnl
Efficient Rumor Control via Disseminating Truthful Information by Influential Nodes.
Comput. Mater. Continua
Suqiao Li, Taotao Cai, Lingling Li, Xuezhuan Zhao
2025 J jnl
Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review.
WIREs Data. Mining. Knowl. Discov.
Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Lin Li, Qing Li, Jianming Yong
2025 J jnl
Fine-Grained Zero-Shot Learning with Attribute-Centric Representations.
CoRR
Zhi Chen, Jingcai Guo, Taotao Cai, Yuxiang Cai
2025 J jnl
HebCGNN: Hebbian-enabled causal classification integrating dynamic impact valuing.
Knowl. Based Syst.
Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Haoran Xie, Cai Xu, Jianming Yong
2025 J jnl
LG-Umer: UNet-Like Network Integrate Local-Global Feature With Novel Attention for Road Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Penghui Niu, Taotao Cai, Yajuan Zhang, Ping Zhang, Wenjia Xu, Junhua Gu, Jungong Han
2025 J jnl
MPCM-Net: Multi-scale network integrates partial attention convolution with Mamba for ground-based cloud image segmentation.
CoRR
Penghui Niu, Jiashuai She, Taotao Cai, Yajuan Zhang, Ping Zhang, Junhua Gu, Jianxin Li
2025 J jnl
USF-Net: A Unified Spatiotemporal Fusion Network for Ground-Based Remote Sensing Cloud Image Sequence Extrapolation.
CoRR
Penghui Niu, Taotao Cai, Jiashuai She, Yajuan Zhang, Junhua Gu, Ping Zhang, Jungong Han, Jianxin Li
2025 J jnl
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks.
CoRR
Kunhao Li, Di Wu, Jun Bai, Jing Xu, Lei Yang, Ziyi Zhang, Yiliao Song, Wencheng Yang, Taotao Cai, Yan Li
2024 J jnl
FRAMU: Attention-Based Machine Unlearning Using Federated Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li
2024 A* conf
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks (Extended Abstract).
ICDE
Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao
2024 J jnl
MDCGA-Net: Multiscale Direction Context-Aware Network With Global Attention for Building Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Penghui Niu, Junhua Gu, Yajuan Zhang, Ping Zhang, Taotao Cai, Wenjia Xu, Jungong Han
2024 J jnl
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning.
ACM Trans. Intell. Syst. Technol.
Simi Job, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Jianming Yong, Qing Li
2024 J jnl
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.
IEEE Trans. Knowl. Data Eng.
Taotao Cai, Qi Lei, Quan Z. Sheng, Ningning Cui, Shuiqiao Yang, Jian Yang, Wei Emma Zhang, Adnan Mahmood
2024 J jnl
Special issue on link prediction in complex networks.
Computing
Michael Sheng, Taotao Cai, Adnan Mahmood
2024 J jnl
Towards Causal Classification: A Comprehensive Study on Graph Neural Networks.
CoRR
Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Haoran Xie, Jianming Yong
2023 J jnl
Dynamic Correlation Adjacency-Matrix-Based Graph Neural Networks for Traffic Flow Prediction.
Sensors
Junhua Gu, Zhihao Jia, Taotao Cai, Xiangyu Song, Adnan Mahmood
2023 — conf
ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection.
APWeb/WAIM (4)
HuanSheng Song, Ya Wen, Xiangyu Song, ShiJie Sun, Taotao Cai, Jianxin Li
2023 J jnl
Exploring Causal Learning through Graph Neural Networks: An In-depth Review.
CoRR
Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Lin Li, Jianming Yong, Qing Li
2023 J jnl
FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning.
CoRR
Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li
2023 J jnl
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks.
IEEE Trans. Knowl. Data Eng.
Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao
2023 J jnl
Top-k Socio-Spatial Co-Engaged Location Selection for Social Users.
IEEE Trans. Knowl. Data Eng.
Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Yunliang Chen, Timos Sellis, Mark Reynolds
2023 J jnl
Towards Multi-User, Secure, and Verifiable $k$NN Query in Cloud Database.
IEEE Trans. Knowl. Data Eng.
Ningning Cui, Kang Qian, Taotao Cai, Jianxin Li, Xiaochun Yang, Jie Cui, Hong Zhong
2023 — conf
YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism.
APWeb/WAIM (4)
Ang Li, Xiangyu Song, ShiJie Sun, Zhaoyang Zhang, Taotao Cai, HuanSheng Song
2022 J jnl
A survey on deep learning based knowledge tracing.
Knowl. Based Syst.
Xiangyu Song, Jianxin Li, Taotao Cai, Shuiqiao Yang, Tingting Yang, Chengfei Liu
2022 — ed.
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part I
ADMA (1)
Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li
2022 — ed.
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part II
ADMA (2)
Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li
2022 J jnl
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.
CoRR
Taotao Cai, Qi Lei, Quan Z. Sheng, Shuiqiao Yang, Jian Yang, Wei Emma Zhang
2022 J jnl
Robust cross-network node classification via constrained graph mutual information.
Knowl. Based Syst.
Shuiqiao Yang, Borui Cai, Taotao Cai, Xiangyu Song, Jiaojiao Jiang, Bing Li, Jianxin Li
2022 J jnl
Target-Aware Holistic Influence Maximization in Spatial Social Networks.
IEEE Trans. Knowl. Data Eng.
Taotao Cai, Jianxin Li, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu
2021 J jnl
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks.
CoRR
Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao
2020 J jnl
Anchor Vertex Selection for Enhanced Reliability of Traffic Offloading Service in Edge-Enabled Mobile P2P Social Networks.
J. Commun. Inf. Networks
Hengda Zhang, Xiaofei Wang, Hao Fan, Taotao Cai, Jianxin Li, Xiuhua Li, Victor C. M. Leung
2020 A* conf
Anchored Vertex Exploration for Community Engagement in Social Networks.
ICDE
Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis
2020 J jnl
Community-diversified influence maximization in social networks.
Inf. Syst.
Jianxin Li, Taotao Cai, Ke Deng, Xinjue Wang, Timos Sellis, Feng Xia
2020 J jnl
Top-k Socio-Spatial Co-engaged Location Selection for Social Users.
CoRR
Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Timos Sellis, Mark Reynolds
2019 C conf
Correlate Influential News Article Events to Stock Quote Movement.
ADMA
Arun Chaitanya Mandalapu, Saranya Gunabalan, Avinash Sadineni, Taotao Cai, Nur Al Hasan Haldar, Jianxin Li
2018 A* conf
Holistic Influence Maximization for Targeted Advertisements in Spatial Social Networks.
ICDE
Jianxin Li, Taotao Cai, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu
2017 J jnl
Efficient distance-based representative skyline computation in 2D space.
World Wide Web
Rui Mao, Taotao Cai, Rong-Hua Li, Jeffrey Xu Yu, Jianxin Li
2015 C conf
Efficient Algorithms for Distance-Based Representative Skyline Computation in 2D Space.
APWeb
Taotao Cai, Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Yadi Cai