Projects per year
Personal profile
Research interests
Industrial engineering - Service operations management
Industrial engineering - Healthcare operations
Industrial engineering - E-commerce
Industrial engineering - Stochastic modeling
Industrial engineering - Healthcare operations
Industrial engineering - E-commerce
Industrial engineering - Stochastic modeling
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Industrial Engineering, PhD, Northwestern University
2021
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Collaborations and top research areas from the last five years
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Projects
- 2 Active
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A Partially Observable Markov Decision Process Model for Diagnostic Testing and Treatment Problem of Large Patient Populations
CHEN, Y. (PI)
1/01/26 → 31/12/28
Project: Research
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An Approximate Dynamic Programming Based Method for Queuing Network Control
CHEN, Y. (PI)
1/01/25 → 31/12/26
Project: Research
Research output
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Addressing Granularity-induced Semantic Drift in OvOD via Graph-guided semantically consistent representation
Xu, H., Wu, Z., He, A., Lin, X., Chen, Y. & Su, X., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 7548-7557 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
A Primal-Dual Approach to Constrained Markov Decision Processes with Applications to Queue Scheduling and Inventory Management
CHEN, Y., DONG, J., WANG, Z. & ZHANG, C., May 2025, In: Management Science .Research output: Contribution to journal › Journal Article › peer-review
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Graph Unlearning Meets Influence-aware Negative Preference Optimization
Chen, Q., Wu, Z., He, A., Lin, X., Jiang, S., You, S., Xu, C., Chen, Y. & Su, X., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 10857-10866 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access2 Citations (Scopus) -
Identify, Isolate, and Purge: Mitigating Hallucinations in LVLMs via Self-Evolving Distillation
Li, W., Su, X., Wu, J., Yang, F., Liu, Y., Chen, Y., You, S. & Xu, C., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 6791-6800 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
Temporal consistent multi-view perception for robust embodied manipulation
Chen, H., Yang, R., Zhang, J., Wen, X., Chen, Y., Yu, D., Bai, C. & Wang, Z., Mar 2026, In: Pattern Recognition. 171, 112177.Research output: Contribution to journal › Journal Article › peer-review