Sheng Zhang

Works (5)

Updated: April 18th, 2025 14:50

2022 article

Rule mining over knowledge graphs via reinforcement learning

Chen, L., Jiang, S., Liu, J., Wang, C., Zhang, S., Xie, C., … Song, R. (2022, February 10). Knowledge-Based Systems, Vol. 4.

By: L. Chen *, S. Jiang *, J. Liu *, C. Wang *, S. Zhang n, C. Xie*, J. Liang *, Y. Xiao *, R. Song n 

author keywords: Rule mining; Reinforcement learning; Representation learning
topics (OpenAlex): Advanced Graph Neural Networks; Data Stream Mining Techniques; Machine Learning and Data Classification
TL;DR: A generation-then-evaluation rule mining approach guided by reinforcement learning, which achieves state-of-the-art performance in terms of efficiency and effectiveness. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 10, 2022

2021 article

Statistical Inference of the Value Function for Reinforcement Learning in Infinite-Horizon Settings

Shi, C., Zhang, S., Lu, W., & Song, R. (2021, December 22). Journal of the Royal Statistical Society Series B (Statistical Methodology), Vol. 12.

By: C. Shi*, S. Zhang n, W. Lu n  & R. Song n 

author keywords: bidirectional asymptotics; confidence interval; infinite horizons; reinforcement learning; value function
topics (OpenAlex): Statistical Methods in Clinical Trials; Reinforcement Learning in Robotics; Advanced Causal Inference Techniques
TL;DR: The focus of this paper was to construct confidence intervals (CIs) for a policy’s value in infinite horizon settings where the number of decision points diverges to infinity and it is shown that the proposed CI achieves nominal coverage even in cases where the optimal policy is not unique. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: January 3, 2022

2007 article

An effective, orthogonal deprotection strategy for differentially functionalized, linear and Y-shaped oligo phenylene ethynylenes

Chandra, K. L., Zhang, S., & Gorman, C. B. (2007, May 9). Tetrahedron, Vol. 63, pp. 7120–7132.

By: K. Chandra n, S. Zhang n & C. Gorman n 

Contributors: K. Chandra n, S. Zhang n & C. Gorman n 

topics (OpenAlex): Organic Electronics and Photovoltaics; Synthesis and Properties of Aromatic Compounds; 2D Materials and Applications
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2007 journal article

Self-Assembled Monolayers of Terminal Alkynes on Gold

Journal of the American Chemical Society, 129(16), 4876–4877.

By: S. Zhang n, K. Chandra n & C. Gorman n 

Contributors: S. Zhang n, K. Chandra n & C. Gorman n 

MeSH headings : Alkynes / chemistry; Gold / chemistry; Microscopy, Electron, Transmission; Spectrum Analysis, Raman
topics (OpenAlex): Molecular Junctions and Nanostructures; Surface Chemistry and Catalysis; Advanced biosensing and bioanalysis techniques
TL;DR: Terminal acetylenes form self-assembled monolayers (SAMs) on gold substrates and nanoparticles that are relatively densely packed and stable. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: August 6, 2018

2006 journal article

Ion recognition properties of self-assembled monolayers (SAMs)

Chemical Communications (Cambridge, England), (43), 4461–4473.

By: S. Zhang, C. Cardona & L. Echegoyen

Source: NC State University Libraries
Added: August 6, 2018

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