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Scopus Author ID: 57007726300

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Employment (3)

Macquarie University: Sydney, New South Wales, AU

Employment
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Macquarie University

University of Southern Queensland: Toowoomba, Queensland, AU

2023-01-23 to present
Employment
Source: Self-asserted source
TAOTAO CAI

Macquarie University: Sydney, New South Wales, AU

2021-03-01 to present (Department of Computing)
Employment
Source: Self-asserted source
TAOTAO CAI

Works (23)

Incremental graph computation

2024 IEEE 40th International Conference on Data Engineering ICDE 2024
2024 | Conference paper | Author
DOI: 10.1109/ICDE60146.2024.00493
SOURCE-WORK-ID:

c41a328d-5452-441f-9b70-48557e1a5033

EID:

2-s2.0-85200481165

Part of ISBN: 9798350317152
Part of ISBN: 9798350317169
Contributors: TAOTAO CAI; Shuiqiao Yang; Jianxin Li; Quan Z. Sheng; Jian Yang; Xin Wang; WEI ZHANG; Longxiang Gao
Source: check_circle
Macquarie University

MDCGA-Net

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2024 | Journal article | Author
DOI: 10.1109/JSTARS.2024.3387969
SOURCE-WORK-ID:

fd6a5a09-4639-4839-a615-2194402b9dc0

EID:

2-s2.0-85190349249

WOSUID:

001214625300004
Contributors: Penghui Niu; Junhua Gu; Yajuan Zhang; Ping Zhang; TAOTAO CAI; Wenjia Xu; Jungong Han
Source: check_circle
Macquarie University
grade
Preferred source (of 2)‎

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

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2023.3316268
Contributors: Taotao Cai; Qi Lei; Quan Z. Sheng; Ningning Cui; Shuiqiao Yang; Jian Yang; Wei Emma Zhang; Adnan Mahmood
Source: check_circle
Crossref

FRAMU: Attention-Based Machine Unlearning Using Federated Reinforcement Learning

IEEE Transactions on Knowledge and Data Engineering
2024-10 | Journal article
DOI: 10.1109/TKDE.2024.3382726
Contributors: Thanveer Shaik; Xiaohui Tao; Lin Li; Haoran Xie; Taotao Cai; Xiaofeng Zhu; Qing Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A survey on truth discovery

IEEE Transactions on Big Data
2024-07-05 | Journal article | Author
DOI: 10.1109/TBDATA.2024.3423677
SOURCE-WORK-ID:

850dbd0e-b594-4afb-968b-9c691c4ca433

EID:

2-s2.0-85197548420
Contributors: Shuang Wang; He Zhang; Quan Z. Sheng; Xiaoping Li; Zhu Sun; TAOTAO CAI; WEI ZHANG; Jian Yang; Qing Gao
Source: check_circle
Macquarie University

Robust equivalent circuit model parameters identification scheme for State of Charge (SOC) estimation based on maximum correntropy criterion

International Journal of Electrochemical Science
2024-05 | Journal article | Author
DOI: 10.1016/j.ijoes.2024.100558
SOURCE-WORK-ID:

efa5175b-53ee-4127-9fc0-51e855faf031

EID:

2-s2.0-85189446409

WOSUID:

001223917500001
Contributors: Kexin Zhang; Xuezhuan Zhao; Yu Chen; Di Wu; TAOTAO CAI; Yi Wang; Lingling Li; Ji Zhang
Source: check_circle
Macquarie University

Special issue on link prediction in complex networks

Computing
2024-05-31 | Other | Author
DOI: 10.1007/s00607-024-01298-7
SOURCE-WORK-ID:

8969ae33-ee1d-466a-9d0e-7f8321c98bbe

EID:

2-s2.0-85194752414

WOSUID:

001236523600001
Contributors: Quan Z. Sheng; TAOTAO CAI; Dr. Adnan Mahmood
Source: check_circle
Macquarie University

Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning

ACM Transactions on Intelligent Systems and Technology
2024-04-30 | Journal article
DOI: 10.1145/3643856
Contributors: Simi Job; Xiaohui Tao; Lin Li; Haoran Xie; Taotao Cai; Jianming Yong; Qing Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

IEEE Transactions on Knowledge and Data Engineering
2023 | Journal article
DOI: 10.1109/TKDE.2023.3237879
Contributors: Ningning Cui; Kang Qian; Taotao Cai; Jianxin Li; Xiaochun Yang; Jie Cui; Hong Zhong
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Incremental graph computation

IEEE Transactions on Knowledge and Data Engineering
2023-07 | Journal article | Author
DOI: 10.1109/TKDE.2022.3199494
SOURCE-WORK-ID:

88e6e25f-1cbb-48cd-b1ff-4774ae944305

EID:

2-s2.0-85136859458

WOSUID:

001004293600036
Contributors: TAOTAO CAI; Shuiqiao Yang; Jianxin Li; Quan Z. Sheng; Jian Yang; Xin Wang; Wei Emma Zhang; Longxiang Gao
Source: check_circle
Macquarie University
grade
Preferred source (of 2)‎

Top-k socio-spatial co-engaged location selection for social users

IEEE Transactions on Knowledge and Data Engineering
2023-05 | Journal article | Author
DOI: 10.1109/TKDE.2022.3151095
SOURCE-WORK-ID:

19f4a389-f7c1-4429-b5ab-8b5ae1a09d38

EID:

2-s2.0-85124812348

WOSUID:

000964880800067
Contributors: Nur Al Hasan Haldar; Jianxin Li; Mohammed Eunus Ali; TAOTAO CAI; Yunliang Chen; Timos Sellis; Mark Reynolds
Source: check_circle
Macquarie University

Dynamic correlation adjacency-matrix-based graph neural networks for traffic flow prediction

Sensors
2023-03-02 | Journal article | Author
DOI: 10.3390/s23062897
SOURCE-WORK-ID:

d048ceca-f278-4c04-9f8b-8c5251d92f65

EID:

2-s2.0-85151047271

PMID: 36991611
WOSUID:

000958098700001
Contributors: Junhua Gu; Zhihao Jia; TAOTAO CAI; Xiangyu Song; Dr. Adnan Mahmood
Source: check_circle
Macquarie University

A Survey on Location-Driven Influence Maximization

ArXiv
2022 | Journal article
WOSUID: PPRN:14756583
Contributors: Cai, Taotao; Sheng, Quan Z.; Song, Xiangyu; Yang, Jian; Wang, Shuang; Zhang, Wei Emma; Wu, Jia; Yu, Philip S.
Source: check_circle
Web of Science Researcher Profile Sync

A survey on deep learning based knowledge tracing

Knowledge-Based Systems
2022-12-22 | Journal article | Author
DOI: 10.1016/j.knosys.2022.110036
SOURCE-WORK-ID:

44709609-61af-49d3-b9d9-e843253fac25

EID:

2-s2.0-85140986276

WOSUID:

000883044600009
Contributors: Xiangyu Song; Jianxin Li; TAOTAO CAI; Shuiqiao Yang; Tingting Yang; Chengfei Liu
Source: check_circle
Macquarie University
grade
Preferred source (of 2)‎

Robust cross-network node classification via constrained graph mutual information

Knowledge-Based Systems
2022-12-05 | Journal article | Author
DOI: 10.1016/j.knosys.2022.109852
SOURCE-WORK-ID:

4784f416-3614-449c-a5ec-cfb6aeb17f81

EID:

2-s2.0-85139078946

WOSUID:

000868577000017
Contributors: Shuiqiao Yang; Borui Cai; TAOTAO CAI; Xiangyu Song; Jiaojiao Jiang; Bing Li; Jianxin Li
Source: check_circle
Macquarie University
grade
Preferred source (of 2)‎

Target-aware holistic influence maximization in spatial social networks

IEEE Transactions on Knowledge and Data Engineering
2022-04-01 | Journal article | Author
DOI: 10.1109/TKDE.2020.3003047
SOURCE-WORK-ID:

ae041dfa-6471-4af5-8bdf-8e05d64f61fc

WOSUID:

000766623600036

EID:

2-s2.0-85123297806
Contributors: TAOTAO CAI; Jianxin Li; Ajmal Mian; Rong-Hua Li; Timos Sellis; Jeffrey Xu Yu
Source: check_circle
Macquarie University

Anchored vertex exploration for community engagement in social networks

Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020
2020 | Conference paper | Author
DOI: 10.1109/ICDE48307.2020.00042
SOURCE-WORK-ID:

10eac8fa-581e-4c8b-9178-c20eec5e3eae

EID:

2-s2.0-85085867575

WOSUID:

000584252700035

Part of ISBN: 9781728129037
Contributors: TAOTAO CAI; Jianxin Li; Nur Al Hasan Haldar; Ajmal Mian; John Yearwood; Timos Sellis
Source: check_circle
Macquarie University

Community-diversified influence maximization in social networks

Information Systems
2020-09 | Journal article | Author
DOI: 10.1016/j.is.2020.101522
SOURCE-WORK-ID:

768152ae-9618-486b-96c9-61083b85632b

WOSUID:

000548664400006

EID:

2-s2.0-85082702939
Contributors: Jianxin Li; TAOTAO CAI; Ke Deng; Xinjue Wang; Timos Sellis; Feng Xia
Source: check_circle
Macquarie University

Anchor vertex selection for enhanced reliability of traffic offloading service in edge-enabled mobile P2P social networks

Journal of Communications and Information Networks
2020-06 | Journal article | Author
DOI: 10.23919/JCIN.2020.9130437
SOURCE-WORK-ID:

c3e727f3-0cab-4cd6-b909-464c51d21e90

EID:

2-s2.0-85097578947
Contributors: Hengda Zhang; Xiaofei Wang; Hao Fan; TAOTAO CAI; Jianxin Li; Xiuhua Li; Victor C. M. Leung
Source: check_circle
Macquarie University

Correlate influential news article events to stock quote movement

Advanced Data Mining and Applications - 15th International Conference, ADMA 2019, Proceedings
2019 | Conference paper | Author
DOI: 10.1007/978-3-030-35231-8_24
SOURCE-WORK-ID:

9b68d5d4-ed1e-4859-a840-7c31dae0090b

EID:

2-s2.0-85076526902

WOSUID:

000582483200024

Part of ISBN: 9783030352318
Part of ISBN: 9783030352301
Contributors: Arun Chaitanya Mandalapu; Saranya Gunabalan; Avinash Sadineni; TAOTAO CAI; Nur Al Hasan Haldar; Jianxin Li
Source: check_circle
Macquarie University

Holistic influence maximization for targeted advertisements in spatial social networks

2018 IEEE 34th International Conference on Data Engineering (ICDE)
2018 | Conference paper | Author
DOI: 10.1109/ICDE.2018.00145
SOURCE-WORK-ID:

74e6fab4-a8ba-44c9-a970-a0bdc3364b47

WOSUID:

000492836500137

EID:

2-s2.0-85057130711

Part of ISBN: 9781538655207
Contributors: Jianxin Li; TAOTAO CAI; Ajmal Mian; Rong-Hua Li; Timos Sellis; Jeffrey Xu Yu
Source: check_circle
Macquarie University

Efficient distance-based representative skyline computation in 2D space

World Wide Web
2017-07 | Journal article | Author
DOI: 10.1007/s11280-016-0406-0
SOURCE-WORK-ID:

3dd4679c-3bcd-42e9-91ac-e29ed87657ea

EID:

2-s2.0-84983441503

WOSUID:

000401272400002
Contributors: Rui Mao; TAOTAO CAI; Rong Hua Li; Jeffery Xu Yu; Jianxin Li
Source: check_circle
Macquarie University

Efficient algorithms for distance-based representative skyline computation in 2D space

Web Technologies and Applications
2015 | Conference paper | Author
DOI: 10.1007/978-3-319-25255-1_10
SOURCE-WORK-ID:

2b473beb-b409-4dc6-af32-428161a8f5bb

EID:

2-s2.0-84950260068

WOSUID:

000365948500010

Part of ISBN: 9783319252551
Part of ISBN: 9783319252544
Contributors: TAOTAO CAI; Rong Hua Li; Jeffrey Xu Yu; Rui Mao; Yadi Cai
Source: check_circle
Macquarie University

Peer review (16 reviews for 6 publications/grants)

Review activity for Array. (1)
Review activity for Computing. (5)
Review activity for Knowledge-based systems. (4)
Review activity for Natural language processing journal. (2)
Review activity for Neurocomputing. (2)
Review activity for World wide web. (2)
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