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Dive into the research topics where Zhenhua Liu 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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MRI: Acquisition of Heterogeneous Computer System for Machine Learning
Skiena, S. S. (PI), Ferdman, M. (CoPI), Kaufman, A. (CoPI), Liu, Z. (CoPI) & Samaras, D. (CoPI)
10/1/19 → …
Project: Research
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Collaborative Research: CNS Core: Medium: Dynamic Data-driven Systems - Theory and Applications
Liu, Z. (PI)
10/1/21 → 09/30/25
Project: Research
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Improving Resilience of Energy Systems via Online Learning
Liu, Z. (PI)
02/5/21 → 09/30/21
Project: Research
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Analyze the Impact of Ice on Hydro Power Resources with Machine Learning
Liu, Z. (PI)
01/29/21 → 06/30/24
Project: Research
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Multi-Entanglement Routing Design Over Quantum Networks Using Greenberger–Horne–Zeilinger Measurements
Zeng, Y., Zhang, J., Liu, J., Liu, Z. & Yang, Y., 2026, In: IEEE Transactions on Networking. 34, p. 783-799 17 p.Binghamton University, Stony Brook University
Research output: Contribution to journal › Article › peer-review
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Switching Constrained OCO with Predictions and Feedback Delays
Pan, W. & Liu, Z., Mar 2026, In: Performance Evaluation Review. 53, 4, p. 20-21 2 p.Research output: Contribution to journal › Article › peer-review
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AI-assisted Stochastic Optimization for GPU Data Centers Lifecycle Planning
Nie, C., Xing, A., Latif, I. & Liu, Z., Jun 16 2025, E-ENERGY 2025 - Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems. Association for Computing Machinery, Inc, p. 870-873 4 p. (E-ENERGY 2025 - Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
CAPLAI: AI-assisted Lifecycle Provisioning for GPU data centers
Nie, C., Xing, A., Latif, I. & Liu, Z., 2025, Proceedings - 2025 IEEE 33rd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2025. IEEE Computer Society, (Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Energy-efficient GPU SM allocation
Han, B. S., Parekh, K., Lin, W. C., Paul, T., Gandhi, A. & Liu, Z., Aug 27 2025, In: Performance Evaluation Review. 53, 2, p. 33-38 6 p.Research output: Contribution to journal › Article › peer-review