Sheng Gao

About Sheng Gao

Sheng Gao, With an exceptional h-index of 25 and a recent h-index of 20 (since 2020), a distinguished researcher at Beijing University of Posts and Telecommunications, specializes in the field of Machine Learning and Data mining.

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

A Privacy-preserving Auction Mechanism for Learning Model as an NFT in Blockchain-Driven Metaverse

Optimal hub placement and deadlock-free routing for payment channel network scalability

Ownership Tokenization and Incentive Design for Learning-based User-Generated Content

VCD-FL: Verifiable, Collusion-Resistant, and Dynamic Federated Learning

SMDM: Tackling zero-shot relation extraction with semantic max-divergence metric learning

VulHunter: Hunting Vulnerable Smart Contracts at EVM bytecode-level via Multiple Instance Learning

SmartFast: an accurate and robust formal analysis tool for Ethereum smart contracts

A Tag-Based Post-Hoc Framework for Explainable Conversational Recommendation

Sheng Gao Information

University

Position

___

Citations(all)

2310

Citations(since 2020)

1658

Cited By

1267

hIndex(all)

25

hIndex(since 2020)

20

i10Index(all)

48

i10Index(since 2020)

38

Email

University Profile Page

Google Scholar

Sheng Gao Skills & Research Interests

Machine Learning and Data mining

Top articles of Sheng Gao

Title

Journal

Author(s)

Publication Date

A Privacy-preserving Auction Mechanism for Learning Model as an NFT in Blockchain-Driven Metaverse

ACM Transactions on Multimedia Computing, Communications and Applications

Qinnan Zhang

Zehui Xiong

Jianming Zhu

Sheng Gao

Wanting Yang

2024/3/27

Optimal hub placement and deadlock-free routing for payment channel network scalability

Lingxiao Yang

Xuewen Dong

Sheng Gao

Qiang Qu

Xiaodong Zhang

...

2023/7/18

Ownership Tokenization and Incentive Design for Learning-based User-Generated Content

Qinnan Zhang

Zehui Xiong

Jianming Zhu

Sheng Gao

Wanting Yang

...

2023/6/26

VCD-FL: Verifiable, Collusion-Resistant, and Dynamic Federated Learning

IEEE Transactions on Information Forensics and Security

Sheng Gao

Jingjie Luo

Jianming Zhu

Xuewen Dong

Weisong Shi

2023/4/27

SMDM: Tackling zero-shot relation extraction with semantic max-divergence metric learning

Applied Intelligence

Bosen Zhang

Yajing Xu

Jinglei Li

Shusen Wang

Boya Ren

...

2023/3

VulHunter: Hunting Vulnerable Smart Contracts at EVM bytecode-level via Multiple Instance Learning

IEEE Transactions on Software Engineering

Zhaoxuan Li

Siqi Lu

Rui Zhang

Ziming Zhao

Rujin Liang

...

2023/9/22

SmartFast: an accurate and robust formal analysis tool for Ethereum smart contracts

Empirical Software Engineering

Zhaoxuan Li

Siqi Lu

Rui Zhang

Rui Xue

Wenqiu Ma

...

2022/12

A Tag-Based Post-Hoc Framework for Explainable Conversational Recommendation

Kerui Xu

Jun Xu

Sheng Gao

Si Li

Jun Guo

...

2022/8/23

BPMS: Blockchain-based privacy-preserving multi-keyword search in multi-owner setting

IEEE Transactions on Cloud Computing

Sheng Gao

Yuqi Chen

Jianming Zhu

Zhiyuan Sui

Rui Zhang

...

2022/8/5

Corefdpr: A joint model for coreference resolution and dropped pronoun recovery in chinese conversations

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Jingxuan Yang

Si Li

Sheng Gao

Jun Guo

2022/1/5

Distributed attribute-based signature with attribute dynamic update for smart grid

IEEE Transactions on Industrial Informatics

Qianqian Su

Rui Zhang

Rui Xue

You Sun

Sheng Gao

2022/12/12

Self-Anomaly-Detection Model Training via Initialized Meta Model

MA Xindi

SU Cunzhu

MA Jianfeng

Qi Jiang

XI Ning

...

2022/12/3

A privacy-preserving identity authentication scheme based on the blockchain

Security and Communication Networks

Sheng Gao

Qianqian Su

Rui Zhang

Jianming Zhu

Zhiyuan Sui

...

2021/6/3

Recorrect Net: Visual Guidance for Image Captioning

Qilin Guo

Yajing Xu

Sheng Gao

2021/11/17

Adapting user preference to online feedback in multi-round conversational recommendation

Kerui Xu

Jingxuan Yang

Jun Xu

Sheng Gao

Jun Guo

...

2021/3/8

NOSnoop: An effective collaborative meta-learning scheme against property inference attack

IEEE Internet of Things Journal

Xindi Ma

Baopu Li

Qi Jiang

Yimin Chen

Sheng Gao

...

2021/9/15

Memetic federated learning for biomedical natural language processing

Xinya Zhou

Conghui Tan

Di Jiang

Bosen Zhang

Si Li

...

2021

Optimizing task location privacy in mobile crowdsensing systems

IEEE Transactions on Industrial Informatics

Xuewen Dong

Wen Zhang

Yushu Zhang

Zhichao You

Sheng Gao

...

2021/9/3

TrustWorker: A trustworthy and privacy-preserving worker selection scheme for blockchain-based crowdsensing

IEEE Transactions on Services Computing

Sheng Gao

Xiuhua Chen

Jianming Zhu

Xuewen Dong

Jianfeng Ma

2021/8/10

A joint model for dropped pronoun recovery and conversational discourse parsing in chinese conversational speech

arXiv preprint arXiv:2106.03345

Jingxuan Yang

Kerui Xu

Jun Xu

Si Li

Sheng Gao

...

2021/6/7

See List of Professors in Sheng Gao University(Beijing University of Posts and Telecommunications)