Personal information

Emails & domains

Verified email addresses

Verified email domains

Activities

Collapse all

Employment (5)

Shanghai Jiao Tong University: Shanghai, Shanghai, CN

2023-12 to present | Associate Professor (Sino-US Global Logistics Institute)
Employment
Source: Self-asserted source
Yangming Zhou

Shanghai Jiao Tong University: Shanghai, Shanghai, CN

2021-12 to 2023-12 | Assistant Professor (Sino-US Global Logistics Institute)
Employment
Source: Self-asserted source
Yangming Zhou

Macau University of Science and Technology: Taipa, Macau, MO

2021-01 to 2023-01 | Postdoctoral (Macau Institute of System Engineering)
Employment
Source: Self-asserted source
Yangming Zhou

East China University of Science and Technology: Shanghai, Shanghai, CN

2018-03 to 2021-11 | Assistant Professor (School of Information Science and Engineering)
Employment
Source: Self-asserted source
Yangming Zhou

University of Nottingham Ningbo China: Ningbo, Zhejiang, CN

2014-04 to 2014-10 | Assistant Research Fellow (School of Computer Science)
Employment
Source: Self-asserted source
Yangming Zhou

Education and qualifications (3)

University of Angers: Angers, FR

2014-10 to 2018-01 | PhD (Department of Computer Science)
Education
Source: Self-asserted source
Yangming Zhou

Zhejiang University: Hangzhou, Zhejiang, CN

2011-09 to 2014-03 | Master (Department of Control Science and Engineering)
Education
Source: Self-asserted source
Yangming Zhou

Donghua University: Shanghai, CN

2007-09 to 2011-06 | Bachelor (School of Information Science and Technology)
Education
Source: Self-asserted source
Yangming Zhou

Works (50 of 64)

Items per page:
Page 1 of 2

Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness

IEEE Transactions on Automation Science and Engineering
2025 | Journal article
DOI: 10.1109/TASE.2024.3399322
Contributors: Xuwei Tan; Yangming Zhou; MengChu Zhou; Zhang-Hua Fu
Source: check_circle
Crossref

Solving soft and hard-clustered vehicle routing problems: A bi-population collaborative memetic search approach

European Journal of Operational Research
2025-02 | Journal article
DOI: 10.1016/j.ejor.2025.02.021
Contributors: Yangming Zhou; Lingheng Liu; Una Benlic; Zhi-Chun Li; Qinghua Wu
Source: check_circle
Crossref

An Efficient Threshold Acceptance-Based Multi-Layer Search Algorithm for Capacitated Electric Vehicle Routing Problem

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2023.3344086
Contributors: Yuning Chen; Junhua Xue; Yangming Zhou; Qinghua Wu
Source: check_circle
Crossref

A bilevel hybrid iterated search approach to soft-clustered capacitated arc routing problems

Transportation Research Part B: Methodological
2024-06 | Journal article
DOI: 10.1016/j.trb.2024.102944
Contributors: Yangming Zhou; Chenhui Qu; Qinghua Wu; Yawen Kou; Zhibin Jiang; MengChu Zhou
Source: check_circle
Crossref

Detecting k-Vertex Cuts in Sparse Networks via a Fast Local Search Approach

IEEE Transactions on Computational Social Systems
2024-04 | Journal article
DOI: 10.1109/TCSS.2023.3238042
Contributors: Yangming Zhou; Gezi Wang; MengChu Zhou
Source: check_circle
Crossref

Heuristic Search for Rank Aggregation with Application to Label Ranking

INFORMS Journal on Computing
2024-03 | Journal article
DOI: 10.1287/ijoc.2022.0019
Contributors: Yangming Zhou; Jin-Kao Hao; Zhen Li
Source: check_circle
Crossref

Bi-Trajectory Hybrid Search to Solve Bottleneck-Minimized Colored Traveling Salesman Problems

IEEE Transactions on Automation Science and Engineering
2024-01 | Journal article
DOI: 10.1109/TASE.2023.3236317
Contributors: Yangming Zhou; Wenqiang Xu; Mengchu Zhou; Zhang-Hua Fu
Source: check_circle
Crossref

Detecting Critical Nodes in Sparse Graphs via “Reduce-Solve-Combine” Memetic Search

INFORMS Journal on Computing
2024-01 | Journal article
DOI: 10.1287/ijoc.2022.0130
Contributors: Yangming Zhou; Jiaqi Li; Jin-Kao Hao; Fred Glover
Source: check_circle
Crossref

Code and Data Repository for Heuristic Search for Rank Aggregation with Application to Label Ranking

INFORMS Journal on Computing
2023-12-14 | Journal article
DOI: 10.1287/ijoc.2022.0019.cd
Contributors: Yangming Zhou; Jin-Kao Hao; Zhen Li
Source: check_circle
Crossref

Frequent Itemset-Driven Search for Finding Minimal Node Separators and its Application to Air Transportation Network Analysis

IEEE Transactions on Intelligent Transportation Systems
2023-08 | Journal article
DOI: 10.1109/TITS.2023.3270334
Contributors: Yangming Zhou; Xiaze Zhang; Na Geng; Zhibin Jiang; Shouguang Wang; Mengchu Zhou
Source: check_circle
Crossref

Code and Data Repository for Detecting Critical Nodes in Sparse Graphs via “Reduce-Solve-Combine” Memetic Search

INFORMS Journal on Computing
2023-08-23 | Journal article
DOI: 10.1287/ijoc.2022.0130.cd
Contributors: Yangming Zhou; Jiaqi Li; Jin-Kao Hao; Fred Glover
Source: check_circle
Crossref

A fast tri-individual memetic search approach for the distance-based critical node problem

European Journal of Operational Research
2023-07 | Journal article
DOI: 10.1016/j.ejor.2022.11.039
Contributors: Yangming Zhou; Gezi Wang; Jin-Kao Hao; Na Geng; Zhibin Jiang
Source: check_circle
Crossref

Bilevel Memetic Search Approach to the Soft-Clustered Vehicle Routing Problem

Transportation Science
2023-05 | Journal article
DOI: 10.1287/trsc.2022.1186
Contributors: Yangming Zhou; Yawen Kou; MengChu Zhou
Source: check_circle
Crossref

Gravitation balanced multiple kernel learning for imbalanced classification

Neural Computing and Applications
2022 | Journal article
DOI: 10.1007/S00521-022-07187-4
WOSUID: WOS:000781163300001
Contributors: Yang, Mengping; Wang, Zhe; Li, Yanqiong; Zhou, Yangming; Li, Dongdong; Du, Wenli
Source: check_circle
Web of Science Researcher Profile Sync

On fast enumeration of maximal cliques in large graphs

Expert Systems with Applications
2022 | Journal article
DOI: 10.1016/J.ESWA.2021.115915
WOSUID: WOS:000709912500002
Contributors: Jin, Yan; Xiong, Bowen; He, Kun; Zhou, Yangming; Zhou, Yi
Source: check_circle
Web of Science Researcher Profile Sync

Multi-Neighborhood Simulated Annealing-Based Iterated Local Search for Colored Traveling Salesman Problems

IEEE Transactions on Intelligent Transportation Systems
2022-09 | Journal article
DOI: 10.1109/TITS.2022.3147924
Contributors: Yangming Zhou; Wenqiang Xu; Zhang-Hua Fu; MengChu Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Frequent Pattern-Based Search: A Case Study on the Quadratic Assignment Problem

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2022-03 | Journal article
DOI: 10.1109/TSMC.2020.3027860
Contributors: Yangming Zhou; Jin-Kao Hao; Beatrice Duval
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Late acceptance-based heuristic algorithms for identifying critical nodes of weighted graphs

Knowledge-Based Systems
2021 | Journal article
DOI: 10.1016/J.KNOSYS.2020.106562
WOSUID: WOS:000600316500014
Contributors: Zhou, Yangming; Wang, Zhe; Jin, Yan; Fu, Zhang-Hua
Source: check_circle
Web of Science Researcher Profile Sync

OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video

IEEE Transactions on Cognitive and Developmental Systems
2021-12 | Journal article
DOI: 10.1109/TCDS.2020.3042521
Contributors: Tianhao Gu; Zhe Wang; Dongdong Li; Hai Yang; Wenli Du; Yangming Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

NE–LP: Normalized entropy- and loss prediction-based sampling for active learning in Chinese word segmentation on EHRs

Neural Computing and Applications
2021-10-29 | Journal article
DOI: 10.1007/s00521-021-05896-w
Contributors: Tingting Cai; Zhiyuan Ma; Hong Zheng; Yangming Zhou
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition

ArXiv
2020 | Journal article
WOSUID: PPRN:22642172
Contributors: Cai, Tingting; Zhou, Yangming; Zheng, Hong
Source: check_circle
Web of Science Researcher Profile Sync

NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs

ArXiv
2020 | Journal article
WOSUID: PPRN:19603031
Contributors: Cai, Tingting; Ma, Zhiyuan; Zheng, Hong; Zhou, Yangming
Source: check_circle
Web of Science Researcher Profile Sync

Variable Population Memetic Search: A Case Study on the Critical Node Problem

IEEE Transactions on Evolutionary Computation
2020 | Journal article
DOI: 10.1109/tevc.2020.3011959
Part of ISSN: 1089-778X
Part of ISSN: 1089-778X
Part of ISSN: 1941-0026
Source: Self-asserted source
Yangming Zhou
grade
Preferred source (of 2)‎

From electronic health records to terminology base: A novel knowledge base enrichment approach

Journal of Biomedical Informatics
2020-11 | Journal article
DOI: 10.1016/j.jbi.2020.103628
Part of ISSN: 1532-0464
Source: Self-asserted source
Yangming Zhou
grade
Preferred source (of 2)‎

Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting

Neural Networks
2020-03 | Journal article
DOI: 10.1016/j.neunet.2019.11.019
Part of ISSN: 0893-6080
Source: Self-asserted source
Yangming Zhou
grade
Preferred source (of 2)‎

Weight-based multiple empirical kernel learning with neighbor discriminant constraint for heart failure mortality prediction

Journal of Biomedical Informatics
2020-01 | Journal article
DOI: 10.1016/j.jbi.2019.103340
Contributors: Zhe Wang; Bolu Wang; Yangming Zhou; Dongdong Li; Yichao Yin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CBOWRA: A Representation Learning Approach for Medication Anomaly Detection

ArXiv
2019 | Journal article
WOSUID: PPRN:13631781
Contributors: Zhao, Liang; Ma, Zhiyuan; Zhou, Yangming; Wang, Kai; Liu, Shengping; Gao, Ju
Source: check_circle
Web of Science Researcher Profile Sync

Detecting Hypernymy Relations Between Medical Compound Entities Using a Hybrid-Attention Based Bi-GRU-CapsNet Model

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2957827
Contributors: Chenming Xu; Yangming Zhou; Qi Wang; Zhiyuan Ma; Yan Zhu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network

ArXiv
2019 | Journal article
WOSUID: PPRN:12911019
Contributors: Zhang, Jiaying; Zhang, Zhixing; Zhang, Huanhuan; Ma, Zhiyuan; Zhou, Yangming; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text

ArXiv
2019 | Journal article
WOSUID: PPRN:13633094
Contributors: Xue, Kui; Zhou, Yangming; Ma, Zhiyuan; Ruan, Tong; Zhang, Huanhuan; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition

Journal of Biomedical Informatics
2019 | Journal article
DOI: https://doi.org/10.1016/j.jbi.2019.103133
Source: Self-asserted source
Yangming Zhou

Intelligent Hospital Guidance System based on Multi-Round Conversation

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2019 | Conference paper
WOSUID: WOS:000555804900284
Contributors: Liu, Daowen; Ma, Zhiyuan; Zhou, Yangming; Zhai, Jie; Cai, Tingting; Xue, Kui; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

Question Answering based Clinical Text Structuring Using Pre-trained Language Model

ArXiv
2019 | Journal article
WOSUID: PPRN:13626836
Contributors: Qiu, Jiahui; Zhou, Yangming; Ma, Zhiyuan; Ruan, Tong; Liu, Jinlin; Sun, Jing
Source: check_circle
Web of Science Researcher Profile Sync

Representation learning for clinical time series prediction tasks in electronic health records

BMC Medical Informatics and Decision Making
2019 | Journal article
DOI: 10.1186/S12911-019-0985-7
WOSUID: WOS:000509523600002
Contributors: Ruan, Tong; Lei, Liqi; Zhou, Yangming; Zhai, Jie; Zhang, Le; He, Ping; Gao, Ju
Source: check_circle
Web of Science Researcher Profile Sync

Variable Population Memetic Search: A Case Study on the Critical Node Problem

ArXiv
2019 | Journal article
WOSUID: PPRN:12909434
Contributors: Zhou, Yangming; Hao, Jin-Kao; Fu, Zhang-Hua; Wang, Zhe; Lai, Xiangjing
Source: check_circle
Web of Science Researcher Profile Sync

Memetic Search for Identifying Critical Nodes in Sparse Graphs

IEEE Transactions on Cybernetics
2019-10 | Journal article
DOI: 10.1109/TCYB.2018.2848116
Contributors: Yangming Zhou; Jin-Kao Hao; Fred Glover
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Chinese Clinical Named Entity Recognition Using Residual Dilated Convolutional Neural Network With Conditional Random Field

IEEE Transactions on NanoBioscience
2019-07 | Journal article
DOI: 10.1109/TNB.2019.2908678
Contributors: Jiahui Qiu; Yangming Zhou; Qi Wang; Tong Ruan; Ju Gao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities

ArXiv
2018 | Journal article
WOSUID: PPRN:22159571
Contributors: Wang, Qi; Xu, Chenming; Zhou, Yangming; Ruan, Tong; Gao, Daqi; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

An Attention-based BI-GRU-CapsNet Model for Hypernymy Detection between Compound Entities

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018
2018 | Conference paper
DOI: 10.1109/BIBM.2018.8621408
Source: Self-asserted source
Yangming Zhou

An Effective Patient Representation Learning for Time-series Prediction Tasks Based on EHRs

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018
2018 | Conference paper
DOI: 10.1109/BIBM.2018.8621542
Source: Self-asserted source
Yangming Zhou

An Effective Patient Representation Learning for Time-series Prediction Tasks Based on EHRs

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2018 | Conference paper
WOSUID: WOS:000458654000157
Contributors: Lei, Liqi; Zhou, Yangming; Zhai, Jie; Zhang, Le; Fang, Zhijia; He, Ping; Gao, Ju
Source: check_circle
Web of Science Researcher Profile Sync

An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2018 | Conference paper
WOSUID: WOS:000458654000281
Contributors: Zhang, Jiaying; Wang, Qi; Zhang, Zhixing; Zhou, Yangming; Ye, Qi; Zhang, Huanhuan; Qiu, Jiahui; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018
2018 | Conference paper
DOI: 10.1109/BIBM.2018.8621274
Source: Self-asserted source
Yangming Zhou

Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network

ArXiv
2018 | Journal article
WOSUID: PPRN:22152040
Contributors: Wang, Qi; Qiu, Jiahui; Zhou, Yangming; Ruan, Tong; Gao, Daqi; Gao, Ju
Source: check_circle
Web of Science Researcher Profile Sync

Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018
2018 | Conference paper
DOI: 10.1109/BIBM.2018.8621136
Source: Self-asserted source
Yangming Zhou

Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions

ArXiv
2018 | Journal article
WOSUID: PPRN:22153374
Contributors: Qiu, Jiahui; Wang, Qi; Zhou, Yangming; Ruan, Tong; Gao, Ju
Source: check_circle
Web of Science Researcher Profile Sync

Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018
2018 | Conference paper
DOI: 10.1109/BIBM.2018.8621360
Source: Self-asserted source
Yangming Zhou

Improving probability learning based local search for graph coloring

Applied Soft Computing
2018 | Journal article
DOI: https://doi.org/10.1016/j.asoc.2018.01.027
Source: Self-asserted source
Yangming Zhou
grade
Preferred source (of 2)‎

Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition

ArXiv
2018 | Journal article
WOSUID: PPRN:12877860
Contributors: Wang, Qi; Xia, Yuhang; Zhou, Yangming; Ruan, Tong; Gao, Daqi; He, Ping
Source: check_circle
Web of Science Researcher Profile Sync

PatientEG Dataset: Bringing Event Graph Model with Temporal Relations to Electronic Medical Records

ArXiv
2018 | Journal article
WOSUID: PPRN:22195386
Contributors: Liu, Xuli; Jin, Jihao; Wang, Qi; Ruan, Tong; Zhou, Yangming; Gao, Daqi; Yin, Yichao
Source: check_circle
Web of Science Researcher Profile Sync
Items per page:
Page 1 of 2

Peer review (32 reviews for 18 publications/grants)

Review activity for ACM transactions on evolutionary learning and optimization. (1)
Review activity for Ad hoc networks. (2)
Review activity for Computers & operations research. (1)
Review activity for European journal of operational research. (1)
Review activity for Expert systems with applications. (2)
Review activity for IEEE transactions on automation science and engineering. (2)
Review activity for IEEE transactions on big data. (2)
Review activity for IEEE transactions on evolutionary computation : (2)
Review activity for IEEE transactions on knowledge and data engineering. (1)
Review activity for IEEE transactions on neural networks and learning systems. (5)
Review activity for IEEE transactions on systems, man, and cybernetics. (2)
Review activity for IEEE/CAA journal of automatica sinica. (1)
Review activity for Intelligent transportation systems, IEEE transactions on. (4)
Review activity for International journal of production research. (1)
Review activity for Journal of classification. (1)
Review activity for Journal of computer science and technology. (2)
Review activity for Multimodal transportation. (1)
Review activity for Swarm and evolutionary computation. (1)
How many people are using ORCID?