Jian Pei

Jian Pei

Simon Fraser University

H-index: 110

North America-Canada

About Jian Pei

Jian Pei, With an exceptional h-index of 110 and a recent h-index of 67 (since 2020), a distinguished researcher at Simon Fraser University, specializes in the field of Data mining, big data analytics, database systems, information retrieval.

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

Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games

Trustworthy Graph Neural Networks: Aspects, Methods, and Trends

Anytime Neural Architecture Search on Tabular Data

Linear-Time Graph Neural Networks for Scalable Recommendations

Powering In-Database Dynamic Model Slicing for Structured Data Analytics

Coherent entity disambiguation via modeling topic and categorical dependency

Lazygnn: Large-scale graph neural networks via lazy propagation

Serverless federated auprc optimization for multi-party collaborative imbalanced data mining

Jian Pei Information

University

Position

Professor of Computing Science

Citations(all)

125622

Citations(since 2020)

38051

Cited By

54271

hIndex(all)

110

hIndex(since 2020)

67

i10Index(all)

352

i10Index(since 2020)

250

Email

University Profile Page

Simon Fraser University

Google Scholar

View Google Scholar Profile

Jian Pei Skills & Research Interests

Data mining

big data analytics

database systems

information retrieval

Top articles of Jian Pei

Title

Journal

Author(s)

Publication Date

Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games

LUO XUAN

PEI JIAN

Cheng Xu

Wenjie Zhang

Jianliang Xu

2024

Trustworthy Graph Neural Networks: Aspects, Methods, and Trends

Proceedings of the IEEE

He Zhang

Bang Wu

Xingliang Yuan

Shirui Pan

Hanghang Tong

...

2024/3/21

Anytime Neural Architecture Search on Tabular Data

Naili Xing

Shaofeng Cai

Zhaojing Luo

Beng Chin Ooi

Jian Pei

2023/10/13

Linear-Time Graph Neural Networks for Scalable Recommendations

arXiv preprint arXiv:2402.13973

Jiahao Zhang

Rui Xue

Wenqi Fan

Xin Xu

Qing Li

...

2024/2/21

Powering In-Database Dynamic Model Slicing for Structured Data Analytics

arXiv preprint arXiv:2405.00568

Lingze Zeng

Naili Xing

Shaofeng Cai

Gang Chen

Beng Chin Ooi

...

2024/5/1

Coherent entity disambiguation via modeling topic and categorical dependency

arXiv preprint arXiv:2311.03253

Zilin Xiao

Linjun Shou

Xingyao Zhang

Jie Wu

Ming Gong

...

2023/11/6

Lazygnn: Large-scale graph neural networks via lazy propagation

Rui Xue

Haoyu Han

MohamadAli Torkamani

Jian Pei

Xiaorui Liu

2023/7/3

Serverless federated auprc optimization for multi-party collaborative imbalanced data mining

Xidong Wu

Zhengmian Hu

Jian Pei

Heng Huang

2023/8/6

Cost-sensitive learning for medical insurance fraud detection with temporal information

IEEE Transactions on Knowledge and Data Engineering

Haolun Shi

Mohammad A Tayebi

Jian Pei

Jiguo Cao

2023/1/30

Disentangled graph social recommendation

Lianghao Xia

Yizhen Shao

Chao Huang

Yong Xu

Huance Xu

...

2023/4/3

Alleviating over-smoothing for unsupervised sentence representation

arXiv preprint arXiv:2305.06154

Nuo Chen

Linjun Shou

Ming Gong

Jian Pei

Bowen Cao

...

2023/5/9

Instructed language models with retrievers are powerful entity linkers

arXiv preprint arXiv:2311.03250

Zilin Xiao

Ming Gong

Jie Wu

Xingyao Zhang

Linjun Shou

...

2023/11/6

Structural Contrastive Pretraining for Cross-Lingual Comprehension

Nuo Chen

Linjun Shou

Tengtao Song

Ming Gong

Jian Pei

...

2023/7

Deep Learning on Graphs: Methods and Applications (DLG-KDD2023)

Lingfei Wu

Jian Pei

Jiliang Tang

Yinglong Xia

Xiaojie Guo

2023/8/6

Graph neural networks for natural language processing: A survey

Foundations and Trends® in Machine Learning

Lingfei Wu

Yu Chen

Kai Shen

Xiaojie Guo

Hanning Gao

...

2023/1/24

Lexicon-enhanced self-supervised training for multilingual dense retrieval

arXiv preprint arXiv:2303.14979

Houxing Ren

Linjun Shou

Jian Pei

Ning Wu

Ming Gong

...

2023/3/27

Offline policy evaluation in large action spaces via outcome-oriented action grouping

Jie Peng

Hao Zou

Jiashuo Liu

Shaoming Li

Yibao Jiang

...

2023/4/30

A graph fusion approach for cross-lingual machine reading comprehension

Proceedings of the AAAI Conference on Artificial Intelligence

Zenan Xu

Linjun Shou

Jian Pei

Ming Gong

Qinliang Su

...

2023/6/26

RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation

Ning Wu

Ming Gong

Linjun Shou

Jian Pei

Daxin Jiang

2023/10/21

Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration

Proceedings of the VLDB Endowment

Jian Pei

Raul Castro Fernandez

Xiaohui Yu

2023/8/1

See List of Professors in Jian Pei 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: 90
Wenwu Zhu

Wenwu Zhu

Tsinghua University

H-index: 79
Enhong Chen

Enhong Chen

University of Science and Technology of China

H-index: 69
Ke Wang

Ke Wang

Simon Fraser University

H-index: 66
Hanghang Tong

Hanghang Tong

University of Illinois at Urbana-Champaign

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