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Lei Zhang
366 publications
Siheng Chen
75 publications
Ting Chen
65 publications
Soummya Kar
52 publications
Shaodan Ma
48 publications
Xin Guo
45 publications
José M. F. Moura
42 publications
Robin Haunschild
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Shanghang Zhang
41 publications
Wenjia Wang
32 publications
Yong Zhao
31 publications

∙ 12/07/2022

An automated approach to extracting positive and negative clinical research results

Failure is common in clinical trials since the successful failures prese...

0 Xuanyu Shi, et al. ∙

∙ 08/28/2022

DP-PSI: Private and Secure Set Intersection

One way to classify private set intersection (PSI) for secure 2-party co...

0 Jian Du, et al. ∙

∙ 12/29/2021

DP-FP: Differentially Private Forward Propagation for Large Models

When applied to large-scale learning problems, the conventional wisdom o...

0 Jian Du, et al. ∙

∙ 12/24/2021

Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences

In clinical research and clinical decision-making, it is important to kn...

0 Xuanyu Shi, et al. ∙

∙ 12/05/2021

Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements

Purpose: This study aims to develop a novel approach to extracting and m...

0 Xin Guo, et al. ∙

∙ 12/05/2021

A comment-driven evidence appraisal approach for decision-making when only uncertain evidence available

Purpose: To explore whether comments could be used as an assistant tool ...

0 Shuang Wang, et al. ∙

∙ 10/30/2021

Dynamic Differential-Privacy Preserving SGD

Differentially-Private Stochastic Gradient Descent (DP-SGD) prevents tra...

0 Jian Du, et al. ∙

∙ 10/25/2020

Towards Medical Knowmetrics: Representing and Computing Medical Knowledge using Semantic Predications as the Knowledge Unit and the Uncertainty as the Knowledge Context

In China, Prof. Hongzhou Zhao and Zeyuan Liu are the pioneers of the con...

0 Xiaoying Li, et al. ∙

∙ 06/10/2020

Variational Optimization for the Submodular Maximum Coverage Problem

We examine the submodular maximum coverage problem (SMCP), which is rela...

0 Jian Du, et al. ∙

∙ 03/03/2020

Impact of JD Bernal Thoughts in the Science of Science upon China: Implications for Quantitative Studies of Science Today

John Desmond Bernal (1901-1970) was one of the most eminent scientists i...

0 Yong Zhao, et al. ∙

∙ 06/19/2019

Paper-Patent Citation Linkages as Early Signs for Predicting Delayed Recognized Knowledge: Macro and Micro Evidence

In this study, we investigate the extent to which patent citations to pa...

0 Jian Du, et al. ∙

∙ 06/19/2019

Patent citations to scientific papers as early signs for predicting delayed recognition of scientific discoveries: a comparative study with instant recognition

In this study, we investigate the extent to that patent citations to pap...

0 Jian Du, et al. ∙

∙ 01/19/2018

Distributed Frequency Offsets Estimation

In this paper, we provide a distributed frequency offset estimation algo...

0 Jian Du, et al. ∙

∙ 01/17/2018

Convergence Analysis of Belief Propagation on Gaussian Graphical Models

Gaussian belief propagation (GBP) is a recursive computation method that...

0 Jian Du, et al. ∙

∙ 11/26/2017

Distributed Convergence Verification for Gaussian Belief Propagation

Gaussian belief propagation (BP) is a computationally efficient method t...

0 Jian Du, et al. ∙

∙ 10/28/2017

Topology Adaptive Graph Convolutional Networks

Convolution acts as a local feature extractor in convolutional neural ne...

0 Jian Du, et al. ∙

∙ 06/12/2017

Convergence analysis of belief propagation for pairwise linear Gaussian models

Gaussian belief propagation (BP) has been widely used for distributed in...

0 Jian Du, et al. ∙

∙ 11/07/2016

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation

This paper considers inference over distributed linear Gaussian models u...

0 Jian Du, et al. ∙

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