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Sheng Guan
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Deep learning with MCA-based instance selection and bootstrapping for imbalanced data classification
S Guan, M Chen, HY Ha, SC Chen, ML Shyu, C Zhang
2015 IEEE Conference on Collaboration and Internet Computing (CIC), 288-295, 2015
182015
Graph neural network and Koopman models for learning networked dynamics: A comparative study on power grid transients prediction
SP Nandanoori, S Guan, S Kundu, S Pal, K Agarwal, Y Wu, S Choudhury
IEEE Access 10, 32337-32349, 2022
142022
Attribute-driven backbone discovery
S Guan, H Ma, Y Wu
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
92019
Diversified subgraph query generation with group fairness
H Ma, S Guan, C Toomey, Y Wu
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
62022
Domain knowledge assisted data processing for florida public hurricane loss model
Y Yan, S Pouyanfar, H Tian, S Guan, HY Ha, SC Chen, ML Shyu, S Hamid
2016 IEEE 17th International Conference on Information Reuse and Integration …, 2016
62016
CRUX: Crowdsourced Materials Science Resource and Workflow Exploration
M Wang, H Ma, A Daundkar, S Guan, Y Bian, A Sehirlioglu, Y Wu
The 31st ACM International Conference on Information and Knowledge Management, 2022
32022
GEDet: Detecting erroneous nodes with a few examples
S Guan, H Ma, S Choudhury, Y Wu
Proceedings of the VLDB Endowment 14 (12), 2021
32021
Gedet: Adversarially learned few-shot detection of erroneous nodes in graphs
S Guan, P Lin, H Ma, Y Wu
2020 IEEE International Conference on Big Data (Big Data), 44-53, 2020
32020
Florida International University-University of Miami TRECVID 2017.
Y Yan, S Pouyanfar, Y Tao, H Tian, MEP Reyes, ML Shyu, SC Chen, ...
TRECVID, 2017
32017
Subgraph query generation with fairness and diversity constraints
H Ma, S Guan, M Wang, Y Chang, Y Wu
2022 IEEE 38th International Conference on Data Engineering (ICDE), 3106-3118, 2022
22022
Selecting Top-k Data Science Models by Example Dataset
M Wang, S Guan, H Ma, Y Bian, H Che, A Daundkar, A Sehirlioglu, Y Wu
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
RoboGNN: Robustifying Node Classification under Link Perturbation
S Guan, H Ma, Y Wu
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022
12022
A scalable and automatic validation process for florida public hurricane loss model
H Tian, HY Ha, S Pouyanfar, Y Yan, S Guan, SC Chen, ML Shyu, S Hamid
2016 IEEE 17th International Conference on Information Reuse and Integration …, 2016
12016
Fair Group Summarization with Graph Patterns
H Ma, S Guan, M Wang, Q Song, Y Wu
2023 IEEE 39th International Conference on Data Engineering (ICDE), 1982-1994, 2023
2023
GALE: Active Adversarial Learning for Erroneous Node Detection in Graphs
S Guan, H Ma, M Wang, Y Wu
2023 IEEE 39th International Conference on Data Engineering (ICDE), 1705-1718, 2023
2023
Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems
SC Sayak Mukherjee, Sai Pushpak Nandanoori, Sheng Guan, Khushbu Agarwal ...
Learning on Graphs Conference, 2022
2022
CIC 2015
H Aljafer, E Najmi, H Efstathiades, S Deng, Y Li, F Zhang, S Guan, J Zhu, ...
IEEE CIC 2016 External Reviewers
D Steiert, D Mcgeehan, S Guan, S Pouyanfar, L Jin, R Xu, L Karimi, C Li
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Articles 1–18