Projects per year
Personal profile
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):
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Collaborations and top research areas from the last five years
Projects
- 3 Active
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Collaborative Research: SLES: Foundations of Qualitative and Quantitative Safety Assessment of Learning-enabled Systems
Xiang, W. (PI)
12/1/23 → 11/30/26
Project: Research project
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CPS: Small: Data-Driven Modeling and Control of Human-Cyber-Physical Systems with Extended-Reality-Assisted Interfaces
Xiang, W. (PI) & Orlosky, J. E. (CoPI)
9/1/22 → 8/31/25
Project: Research project
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CAREER: Enabling Trustworthy Upgrades of Machine-Learning Intensive Cyber-Physical Systems
Xiang, W. (PI)
6/1/22 → 5/31/27
Project: Research project
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D3NN: Data-Driven Dual-level Neural Network Tool for Dynamical System Modeling and Abstraction
Yang, Y., Mo, Z. & Xiang, W., Jul 1 2024, In: IFAC-PapersOnLine. 58, 11, p. 7-12 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Maximum output discrepancy computation for convolutional neural network compression
Mo, Z. & Xiang, W., Apr 2024, In: Information Sciences. 665, 120367.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A Distributed Neural Hybrid System Learning Framework in Modeling Complex Dynamical Systems
Yang, Y., Wang, T. & Xiang, W., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-11 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Transition System Abstraction Framework for Neural Network Dynamical System Models
Yang, Y., Mo, Z., Tran, H. D. & Xiang, W., 2024, 2024 American Control Conference, ACC 2024. Institute of Electrical and Electronics Engineers Inc., p. 388-393 6 p. (Proceedings of the American Control Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Compression Repair for Feedforward Neural Networks Based on Model Equivalence Evaluation
Mo, Z., Yang, Y., Lu, S. & Xiang, W., 2024, 2024 American Control Conference, ACC 2024. Institute of Electrical and Electronics Engineers Inc., p. 3604-3609 6 p. (Proceedings of the American Control Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access