Jian Cao

Jian Cao

Shanghai Jiao Tong University

H-index: 31

Asia-China

About Jian Cao

Jian Cao, With an exceptional h-index of 31 and a recent h-index of 21 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Intelligent Service Computing, Data Analytics, Network Computing.

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

MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms

An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

Eliminating domain bias for federated learning in representation space

A survey on deep reinforcement learning approaches for traffic signal control

FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

MANSOR: a module alignment method based on neighbor information for scientific workflow

An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems

Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search

Jian Cao Information

University

Position

Professor of Department of Computer Science and Engineering

Citations(all)

4644

Citations(since 2020)

1957

Cited By

3551

hIndex(all)

31

hIndex(since 2020)

21

i10Index(all)

134

i10Index(since 2020)

54

Email

University Profile Page

Shanghai Jiao Tong University

Google Scholar

View Google Scholar Profile

Jian Cao Skills & Research Interests

Intelligent Service Computing

Data Analytics

Network Computing

Top articles of Jian Cao

Title

Journal

Author(s)

Publication Date

MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms

arXiv preprint arXiv:2404.02445

Jiaang Duan

Shiyou Qian

Dingyu Yang

Hanwen Hu

Jian Cao

...

2024/4/3

An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

arXiv preprint arXiv:2403.15760

Jianqing Zhang

Yang Liu

Yang Hua

Jian Cao

2024/3/23

Eliminating domain bias for federated learning in representation space

Advances in Neural Information Processing Systems

Jianqing Zhang

Yang Hua

Jian Cao

Hao Wang

Tao Song

...

2024/2/13

A survey on deep reinforcement learning approaches for traffic signal control

Engineering Applications of Artificial Intelligence

Haiyan Zhao

Chengcheng Dong

Jian Cao

Qingkui Chen

2024/7/1

FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

arXiv preprint arXiv:2401.03230

Jianqing Zhang

Yang Liu

Yang Hua

Jian Cao

2024/1/6

MANSOR: a module alignment method based on neighbor information for scientific workflow

Concurrency and Computation: Practice and Experience

Yang Gu

Jian Cao

Shiyou Qian

Nengjun Zhu

Wei Guan

2023/4/19

An Empirical Study on Downstream Dependency Package Groups in Software Packaging Ecosystems

IET Software

Qing Qi

Jian Cao

2024/4/30

Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search

Internet of Things

Wenjuan Li

Jian Cao

Bin Zhou

Shuiguang Deng

Qifei Zhang

...

2023/7/1

SWORTS: a scientific workflow retrieval approach by learning textual and structural semantics

IEEE Transactions on Services Computing

Yang Gu

Jian Cao

Shiyou Qian

Wei Guan

2023/9/14

Gama: A multi-graph-based anomaly detection framework for business processes via graph neural networks

Authorea Preprints

Wei Guan

Jian Cao

Yang Gu

Shiyou Qian

2023/10/31

Fairness in recommender systems: evaluation approaches and assurance strategies

Yao Wu

Jian Cao

Guandong Xu

2023/8/10

User Preference Learning based on Automatic Environment Classification for General Debiasing in Recommendation Systems

Chengshan Yan

Shanshan Feng

Jian Cao

Yan Yao

Huaxiang Zhang

2023/12/4

Grasped: A gru-ae network based multi-perspective business process anomaly detection model

IEEE Transactions on Services Computing

Wei Guan

Jian Cao

Yang Gu

Shiyou Qian

2023/3/30

RLogist: fast observation strategy on whole-slide images with deep reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

Boxuan Zhao

Jun Zhang

Deheng Ye

Jian Cao

Xiao Han

...

2023/6/26

FRS4CPP: A Fair Recommendation Strategy Considering Interests of Users, Providers and Platform

Haiyan Zhao

Ping Zhou

Jian Cao

Nengjun Zhu

2023/8/18

MASSE: A Multi-Agent Based Air Ticketing Service Selection Approach

Jian Cao

Chunhou Liu

Yudong Tan

Qiqi Cai

2023/10/30

EEM: An elastic event matching framework for content-based publish/subscribe systems

Computer Networks

Yongpeng Dong

Shiyou Qian

Wanghua Shi

Jian Cao

Guangtao Xue

2023/8/1

MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs

Nengjun Zhu

Jieyun Huang

Jian Cao

Xinjiang Lu

Hao Liu

...

2023/12/1

When to Invoke a Prediction Service for Business Process Monitoring?

IEEE Transactions on Services Computing

Jian Cao

Naixuan Wang

Shiyou Qian

Wei Guan

2023/2/6

Enhancing Next-Item Recommendation Through Adaptive User Group Modeling

Journal of Social Computing

Nengjun Zhu

Lingdan Sun

Jian Cao

Xinjiang Lu

Runtong Li

2023/6

See List of Professors in Jian Cao University(Shanghai Jiao Tong University)

Co-Authors

H-index: 81
Jinjun Chen

Jinjun Chen

Swinburne University of Technology

H-index: 67
Yanchun Zhang

Yanchun Zhang

Victoria University

H-index: 65
Longbing Cao

Longbing Cao

University of Technology & Management

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