CSC 4402: Introduction to Database Management Systems
Machine Learning
Information Retrieval
Data Mining
Li, Z., & Sun, M. (2023, September). Sparse Transformer Hawkes process for long event
sequences. In Joint European Conference on Machine Learning and Knowledge Discovery
in Databases (pp. 172-188). Cham: Springer Nature Switzerland.
Mihunov, V. V., Wang, K., Wang, Z., Lam, N. S., & Sun, M. (2023). Social media and
volunteer rescue requests prediction with random forest and algorithm bias detection:
a case of Hurricane Harvey. Environmental Research Communications, 5(6), 065013.
Li, Z., Zhou, Z., Sun, M., & Xu, H. (2023). Debiased Imitation Learning for Modulated
Temporal Point Processes. In Proceedings of the 2023 SIAM International Conference
on Data Mining (SDM) (pp. 460-468). Society for Industrial and Applied Mathematics.
Song, L., Li, J., Liu, J., Yang, Y., Shang, X., & Sun, M. (2023). Answering knowledge-based
visual questions via the exploration of question purpose. Pattern Recognition, 133,
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Mihunov, V., Wang, K., Wang, Z., Lam, N., & Sun, M. (2022, December). Fairness and
Explainability of Random Forest Regression in Predicting Social Media Rescue Requests
with Socio-Environmental Features: Case of Hurricane Harvey. In AGU Fall Meeting Abstracts
(Vol. 2022, pp. NH12A-06).
Wang, Z., Lam, N. S., Sun, M., Huang, X., Shang, J., Zou, L., ... & Mihunov, V. V.
(2022). A machine learning approach for detecting rescue requests from social media.
ISPRS International Journal of Geo-Information, 11(11), 570.
Song, L., Shang, X., Yang, C., & Sun, M. (2022). Attribute-guided multiple instance
hashing network for cross-modal zero-shot hashing. IEEE Transactions on Multimedia,
25, 5305-5318.
Zhou, Z., & Sun, M. (2021, December). Multivariate Hawkes processes for incomplete
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Liu, M., Zhou, X., & Sun, M. (2021). Bilateral privacy-utility tradeoff in spectrum
sharing systems: A game-theoretic approach. IEEE Transactions on Wireless Communications,
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Song, L., Liu, J., Sun, M., & Shang, X. (2021). Weakly supervised group mask network
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2021: LSU Alumni Association Rising Faculty Research Award
2020: National Science Foundation (NSF) CAREER Award
2023-2025: Source: NSF Directorate for Computer & Information Science & Engineering,
Title: Collaborative Research: SaTC: CORE: Small: Critical Learning Periods Augmented
Robust Federated Learning, $200,000.
2022-2025: Source: National Science Foundation (NSF), Title: FAI: Advancing Optimization
for Threshold-Agnostic Fair AI Systems, Co-PI: Mingxuan Sun, $500,000.
2020-2025: Source: National Science Foundation (NSF), Title: CAREER: Privacy-aware
Predictive Modeling of Dynamic Human Events, $422,815.
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