Projects per year
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Collaborations and top research areas from the last five years
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Passive Source Quantum Superresolution Assisted by Physics-Informed Robust Deep Learning
Qian, X. (PI), Strauf, S. (CoPI) & Feng, Z. (CoPI)
1/09/25 → 31/08/28
Project: Research project
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SHF: Small: High-Performance Incremental Spectral Algorithms for Efficient Modeling and Simulation of Large-Scale Integrated Circuits
Feng, Z. (PI)
1/09/24 → 31/08/27
Project: Research project
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SHF: Small: Learning Circuit Networks from Measurements
Feng, Z. (PI)
1/10/22 → 30/09/26
Project: Research project
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Collaborative Research: SHF: Medium: Co-optimizing Spectral Algorithms and Systems for High-Performance Graph Learning
Feng, Z. (PI) & Liu, H. (CoPI)
1/07/22 → 30/06/26
Project: Research project
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Community-led Health Promotion in the Torres Strait
Feng, Z. (PI) & Canuto, K. K. (PI)
1/10/20 → 31/07/22
Project: Research project
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CirSTAG: Circuit Stability Analysis on Graph-based Manifolds
Cheng, W., Yuan, Y., Deng, C., Aghdaei, A., Zhang, Z. & Feng, Z., 2025, 2025 62nd ACM/IEEE Design Automation Conference, DAC 2025. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SHyPar: A Spectral Coarsening Approach to Hypergraph Partitioning
Sajadinia, H., Aghdaei, A. & Feng, Z., 2025, (Accepted/In press) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.Research output: Contribution to journal › Article › peer-review
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A Topology-aware Graph Coarsening Framework for Continual Graph Learning
Han, X., Feng, Z. & Ning, Y., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
diGRASS: Directed Graph Spectral Sparsification via Spectrum-Preserving Symmetrization
Zhang, Y., Zhao, Z. & Feng, Z., 13 Feb 2024, In: ACM Transactions on Knowledge Discovery from Data. 18, 4, 102.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
InGRASS: Incremental Graph Spectral Sparsification via Low-Resistance-Diameter Decomposition
Aghdaei, A. & Feng, Z., 7 Nov 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. 276. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations