Ke Wang

Ke Wang

Simon Fraser University

H-index: 69

North America-Canada

About Ke Wang

Ke Wang, With an exceptional h-index of 69 and a recent h-index of 37 (since 2020), a distinguished researcher at Simon Fraser University, specializes in the field of data mining, database.

His recent articles reflect a diverse array of research interests and contributions to the field:

Graph Neural Network Approach to Semantic Type Detection in Tables

PubSub-ML: A Model Streaming Alternative to Federated Learning

Disentangled representation for causal mediation analysis

Disentangled representation with causal constraints for counterfactual fairness

Summarizing user-item matrix by group utility maximization

Tem: High utility metric differential privacy on text

LockBoost: Detecting Malware Binaries by Locking False Alarms

Incorporating item frequency for differentially private set union

Ke Wang Information

University

Position

Professor of Computing Science

Citations(all)

20756

Citations(since 2020)

6449

Cited By

16889

hIndex(all)

69

hIndex(since 2020)

37

i10Index(all)

153

i10Index(since 2020)

93

Email

University Profile Page

Simon Fraser University

Google Scholar

View Google Scholar Profile

Ke Wang Skills & Research Interests

data mining

database

Top articles of Ke Wang

Title

Journal

Author(s)

Publication Date

Graph Neural Network Approach to Semantic Type Detection in Tables

Ehsan Hoseinzade

Ke Wang

2024/4/25

PubSub-ML: A Model Streaming Alternative to Federated Learning

Proceedings on Privacy Enhancing Technologies

Lovedeep Gondara

Ke Wang

2023

Disentangled representation for causal mediation analysis

Ziqi Xu

Debo Cheng

Jiuyong Li

Jixue Liu

Lin Liu

...

2023/2/19

Disentangled representation with causal constraints for counterfactual fairness

arXiv preprint arXiv:2208.09147

Ziqi Xu

Jixue Liu

Debo Cheng

Jiuyong Li

Lin Liu

...

2022/8/19

Summarizing user-item matrix by group utility maximization

ACM Transactions on Knowledge Discovery from Data

Yongjie Wang

Ke Wang

Cheng Long

Chunyan Miao

2023/3/22

Tem: High utility metric differential privacy on text

Ricardo Silva Carvalho

Theodore Vasiloudis

Oluwaseyi Feyisetan

Ke Wang

2023

LockBoost: Detecting Malware Binaries by Locking False Alarms

Anandharaju Durai Raju

Ke Wang

2022/7/18

Incorporating item frequency for differentially private set union

Proceedings of the AAAI Conference on Artificial Intelligence

Ricardo Silva Carvalho

Ke Wang

Lovedeep Singh Gondara

2022/6/28

Assessing Classifier Fairness with Collider Bias

Zhenlong Xu

Ziqi Xu

Jixue Liu

Debo Cheng

Jiuyong Li

...

2022/5/11

Differentially Private Ensemble Classifiers for Data Streams

Lovedeep Gondara

Ke Wang

Ricardo Silva Carvalho

2022/2/11

Time-aware graph embedding: A temporal smoothness and task-oriented approach

ACM Transactions on Knowledge Discovery from Data (TKDD)

Yonghui Xu

Shengjie Sun

Huiguo Zhang

Chang’an Yi

Yuan Miao

...

2021/10/22

Echelon: Two-tier malware detection for raw executables to reduce false alarms

arXiv preprint arXiv:2101.01015

Anandharaju Durai Raju

Ke Wang

2021/1/4

Training differentially private neural networks with lottery tickets

Lovedeep Gondara

Ricardo Silva Carvalho

Ke Wang

2021

The skyline of counterfactual explanations for machine learning decision models

Yongjie Wang

Qinxu Ding

Ke Wang

Yue Liu

Xingyu Wu

...

2021/10/26

The differentially private lottery ticket mechanism

arXiv preprint arXiv:2002.11613

Lovedeep Gondara

Ke Wang

Ricardo Silva Carvalho

2020/2/16

Differentially private top-k selection via stability on unknown domain

Ricardo Silva Carvalho

Ke Wang

Lovedeep Gondara

Chunyan Miao

2020

Differentially private small dataset release using random projections

Lovedeep Gondara

Ke Wang

2020/8/27

Truth discovery against strategic sybil attack in crowdsourcing

Yue Wang

Ke Wang

Chunyan Miao

2020/8/23

A novel deep learning ensemble model with data denoising for short-term wind speed forecasting

Energy Conversion and Management

Zhiyun Peng

Sui Peng

Lidan Fu

Binchun Lu

Junjie Tang

...

2020/3/1

Revisiting adversarially learned injection attacks against recommender systems

Jiaxi Tang

Hongyi Wen

Ke Wang

2020/9/22

See List of Professors in Ke Wang University(Simon Fraser University)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 110
Jian Pei

Jian Pei

Simon Fraser University

H-index: 71
Martin Ester

Martin Ester

Simon Fraser University

H-index: 69
Ee-Peng Lim

Ee-Peng Lim

Singapore Management University

H-index: 58
Benjamin C. M. Fung

Benjamin C. M. Fung

McGill University

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