Shaojie Tang

Professor
Management Science and Systems

Director, Center for AI Business Innovation

Education

PhD, Illinois Institute of Technology

Vita

Teaching

Machine learning/AI
Programming
Optimization

Research Interests

Machine learning
Responsible AI
Combinatorial optimization

Selected Publications

Tang, Shaojie, and Jing Yuan. “Group equality in adaptive submodular maximization.” INFORMS Journal on Computing 36, no. 2 (2024): 359-376.

Yan, Yikai, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, and Guihai Chen. “Federated optimization under intermittent client availability.” INFORMS Journal on Computing 36, no. 1 (2024): 185-202.

Hosseini, Leila, Shaojie Tang, and Vijay Mookerjee. “When Is More Merrier? A Cloud-Based Architecture to Procure Impressions from Multiple Ad Exchanges.” Information Systems Research 35, no. 1 (2024): 294-317.

Tang, Shaojie, and Jing Yuan. “Beyond submodularity: a unified framework of randomized set selection with group fairness constraints.” Journal of Combinatorial Optimization 45, no. 4 (2023): 102.

Wang, Zhiyuan, Zhiqiang Zheng, Wei Jiang, and Shaojie Tang. “Blockchain Enabled data sharing in supply chains: Model, operationalization, and tutorial.” Production and Operations Management 30, no. 7 (2021): 1965-1985.

Hosseini, Leila, Shaojie Tang, Vijay Mookerjee, and Chelliah Sriskandarajah. “A switch in time saves the dime: A model to reduce rental cost in cloud computing.” Information Systems Research 31, no. 3 (2020): 753-775.

Ding, Yucheng, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, and Guihai Chen. “Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions.” In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024.

Cui, Shuang, Kai Han, Shaojie Tang, and Jun Luo. “Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint.” In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024.

Yuan, Jing, and Shaojie Tang. “Submodular Participatory Budgeting.” In Proceedings of the 18th International Conference on Algorithmic Aspects in Information and Management (AAIM), 2024.

Ding, Yucheng, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, and Guihai Chen. “Federated submodel optimization for hot and cold data features.” Advances in Neural Information Processing Systems (NeurIPS) 35 (2022): 1-13.

Qiu, Haiquan, Yao Wang, Shaojie Tang, Deyu Meng, and Quanming Yao. “Fast and provable nonconvex tensor RPCA.” In Proceedings of the International Conference on Machine Learning (ICML), pp. 18211-18249. PMLR, 2022.