2 citations · 3 across the 6 of their papers we have counts for
6 papers
DP-PSI: Private and Secure Set Intersection
Jian Du, Tianxi Ji, Jamie Cui +3
One way to classify private set intersection (PSI) for secure 2-party computation is whether the intersection is (a) revealed to both parties or (b) hidden from both parties while…
DP-FP: Differentially Private Forward Propagation for Large Models
Jian Du, Haitao Mi
When applied to large-scale learning problems, the conventional wisdom on privacy-preserving deep learning, known as Differential Private Stochastic Gradient Descent (DP-SGD), has…
Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences
Xuanyu Shi, Jian Du
In clinical research and clinical decision-making, it is important to know if a study changes or only supports the current standards of care for specific disease management. We def…
A comment-driven evidence appraisal approach for decision-making when only uncertain evidence available
Shuang Wang, Jian Du
Purpose: To explore whether comments could be used as an assistant tool for heuristic decision-making, especially in cases where missing, incomplete, uncertain, or even incorrect e…
Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements
Xin Guo, Yuming Chen, Jian Du +1
Purpose: This study aims to develop a novel approach to extracting and measuring uncertain biomedical knowledge from scientific statements. Design/methodology/approach: Taking card…
The Effects of Research Level and Article Type on the Differences between Citation Metrics and F1000 Recommendations
Jian Du, Xiaoli Tang, Yishan Wu
F1000 recommendations have been validated as a potential data source for research evaluation, but reasons for differences between F1000 Article Factor (FFa scores) and citations re…