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Dive into the research topics where Mengdi Wang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Research: CPS: Medium: Provably Safe and Robust Multi-Agent Reinforcement Learning with Applications in Urban Air Mobility
Wang, M. (PI)
NSF - National Science Foundation
6/1/23 → 5/31/26
Project: Research project
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Policy Optimization for ReinforcementLearning Beyond Cumulative Rewards
Wang, M. (PI)
4/1/21 → 3/31/25
Project: Research project
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Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
Wang, M. (PI)
NSF - National Science Foundation
8/1/20 → 7/31/24
Project: Research project
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Stochastic Optimization and Learning for Planning in Autonomous Systems
Powell, W. B. (PI) & Wang, M. (PI)
Air Force Office of Scientific Research
7/1/19 → 6/30/22
Project: Research project
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A 5′ UTR language model for decoding untranslated regions of mRNA and function predictions
Chu, Y., Yu, D., Li, Y., Huang, K., Shen, Y., Cong, L., Zhang, J. & Wang, M., Apr 2024, In: Nature Machine Intelligence. 6, 4, p. 449-460 12 p.Research output: Contribution to journal › Article › peer-review
Open Access35 Scopus citations -
Adversarial Attacks on Online Learning to Rank with Stochastic Click Models
Wang, Z., Balasubramanian, R., Hui, Y., Song, C., Wang, M. & Wang, H., 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
Wei, B., Huang, K., Huang, Y., Xie, T., Qi, X., Xia, M., Mittal, P., Wang, M. & Henderson, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 52588-52610 23 p.Research output: Contribution to journal › Conference article › peer-review
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Conversational Dueling Bandits in Generalized Linear Models
Yang, S., Yuan, H., Zhang, X., Wang, M., Zhang, H. & Wang, H., Aug 24 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3806-3817 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
Correction to: A 5′ UTR language model for decoding untranslated regions of mRNA and function predictions (Nature Machine Intelligence, (2024), 6, 4, (449-460), 10.1038/s42256-024-00823-9)
Chu, Y., Yu, D., Li, Y., Huang, K., Shen, Y., Cong, L., Zhang, J. & Wang, M., Aug 2024, In: Nature Machine Intelligence. 6, 8, p. 988 1 p.Research output: Contribution to journal › Comment/debate › peer-review
Open Access