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Dr. Xiangjie Kong is currently a Full Professor and Acacemic Associate
Dean in the College of Computer Science & Technology, Zhejiang University
of Technology (ZJUT), China. Previously, he was an Associate Professor in
School of Software, Dalian University of Technology (DUT), China, where he
was the Head of the Department of Cyber Engineering. He is the Founding
Director of City Science of Social Computing Lab (The CSSC Lab) (http://cssclab.cn/). He is/was on the Editorial
Boards of 6 International journals. He has served as the General Chair or
Program Chair of more than 10 conferences. Dr. Kong has authored/co-authored
over 200 scientific papers in international journals and conferences including
IEEE TKDE, IJCAI, ACL, IEEE TMC, ACM CSUR, ACM TKDD, IEEE TNSE, IEEE TII,
IEEE TITS, IEEE NETW, IEEE COMMUN MAG, IEEE TVT, IEEE IOJ, IEEE TSMC, IEEE
TETC, IEEE TASE, IEEE TCSS, ACM TSON, ACM TSAS, WWWJ, etc.. 5 of his papers
is selected as ESI- Hot Paper (Top 1¡ë), and 20 papers are ESI-Highly Cited
Papers (Top 1%). His research has
been reported by Nature
Index and other medias. He has been invited as Reviewers for numerous
prestigious journals including IEEE TKDE, IEEE TMC, IEEE TNNLS, IEEE TNSE,
IEEE TII, IEEE IOTJ, IEEE COMMUN MAG, IEEE NETW, IEEE TITS, TCJ, JASIST,
etc.. Dr. Kong has authored/co-authored three books (in Chinese). He has
contributed to the development of 14 copyrighted software systems and 30
filed patents. He has an h-index of 51 and i10-index of 122, and a total of
more than 8600 citations to his work according to Google Scholar. He is named
in the 2019 - 2023 world¡¯s top 2% of Scientists List published by Stanford
University. He is named in the 2022-2024 Best Computer Science Scientists
List published by Research.com. Dr. Kong received IEEE Vehicular Technology
Society 2020 Best Land Transportation Paper Award, IEEE CSCWD 2024 Best Paper
Award, and The Natural Science Fund of Zhejiang Province for Distinguished
Young Scholars. He has been invited as Keynote Speaker at more thant 10
international conferences, and delivered a number of Invited Talks at
international conferences and many universities worldwide. His research interests include big
data, network science, and computational social science. He is a
Distinguished Member of CCF, a Senior Member of IEEE, a Full Member of Sigma
Xi, and a Member of ACM.
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Yinghui Liu, Guojiang Shen, Chengyong Cui,
Zhenzhen Zhao, Xiao Han, Jiaxin Du, Xiangyu Zhao, Xiangjie Kong. KDDC: Knowledge-Driven Disentangled Causal Metric Learning for
Pre-Travel Out-of-Town Recommendation. IJCAI 2024.
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Lingyun Wang, Hanlin Zhou, Yinwei Bao, Xiaoran
Yan, Guojiang Shen, and Xiangjie
Kong. "Horizontal Federated Recommender System:
A Survey." ACM Computing Surveys (2024). doi: doi.org/10.1145/3656165
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Xiangjie Kong, Wenyi Zhang, Youyang Qu, Xinwei Yao, and Guojiang Shen. FedAWR : An
Interactive Federated Active Learning Framework for Air Writing
Recognition. IEEE
Transactions on Mobile Computing, 2023, DOI: 10.1109/TMC.2023.3320147
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Xiangjie Kong, Bing Zhu,
Guojiang Shen, Tewabe chekole Workneh, Zhanhao Ji, Yang Chen, and Zhi Liu.
"Spatial-Temporal-Cost Combination based Taxi Driving Fraud Detection
for Collaborative Internet of Vehicles." IEEE Transactions on Industrial Informatics,
2021. DOI: 10.1109/TII.2021.3111536
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Xiangjie Kong, Kailai Wang,
Mingliang Hou, Xinyu Hao, Guojiang Shen, Xin Chen, Feng Xia, A Federated
Learning-based License Plate Recognition Scheme for 5G-enabled Internet of
Vehicles, IEEE Transactions on
Industrial Informatics 17, no.(12) , pp.8523¨C8530, 2021
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Xiangjie Kong, Haoran Gao,
Guojiang Shen, Gaohui Duan, Sajal K. Das, FedVCP: A Federated Learning
based Cooperative Positioning Scheme for Social Internet of Vehicles, IEEE Transactions on Computational
Social Systems, 2021. DOI: 10.1109/TCSS.2021.3062053
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Ren,
Jing, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad,
Nargiz Sultanova, and Xiangjie Kong.
"Matching Algorithms: Fundamentals, Applications and Challenges."
IEEE Transactions on Emerging Topics in
Computational Intelligence, 2021. DOI:
10.1109/TETCI.2021.3067655
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Guojiang
Shen, Zhenzhen Zhao, Xiangjie Kong,
GCN2CDD: A Commercial District Discovery Framework via Embedding Space
Clustering on Graph Convolution Networks. IEEE Transactions on Industrial Informatics 18,
no.(1), pp. 356-364, 2022
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Xiangjie Kong, Kailai Wang, Shupeng
Wang, Xiaojie Wang, Xin Jiang, Yi Guo, Guojiang Shen, Xin Chen, and Qichao
Ni, Real-time Mask Identification for COVID-19: An Edge Computing-based
Deep Learning Framework. IEEE
Internet of Things Journal, 2021. DOI:
10.1109/JIOT.2021.3051844
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Liangtian
Wan, Feng Xia, Xiangjie Kong,
Ching-Hsien Hsu, Runhe Huang, and Jianhua Ma. "Deep Matrix
Factorization for Trust-Aware Recommendation in Social Networks." IEEE Transactions on Network Science
and Engineering 8, no. 1 (2020): 511-528.
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Wei
Wang, Neeraj Kumar, Junxin Chen, Zhiguo Gong, Xiangjie Kong, Wei Wei, and Honghao Gao. "Realizing the Potential
of Internet of Things for Smart Tourism with 5G and AI." IEEE Network 34, no.(6)
, pp.295¨C301, 2020.
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Wei
Wang, Feng Xia, Hansong Nie, Zhikui Chen, Zhiguo Gong, Xiangjie Kong, and Wei Wei. "Vehicle trajectory clustering
based on dynamic representation learning of internet of vehicles." IEEE Transactions on Intelligent
Transportation Systems 22, no.(6) , pp.3567¨C3576, 2021.
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Noor
Ullah, Xiangjie Kong, Limei Lin,
Mubarak Alrashoud, Amr Tolba, and Feng Xia. "Real-time dissemination of
emergency warning messages in 5G enabled selfish vehicular social
networks." Computer Networks (2020):
107482.
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Xiangjie Kong, Jun Zhang, Da Zhang, Yi Bu, Ying Ding, Feng Xia. The
Gene of Scientific Success. ACM
Transactions on Knowledge Discovery from Data. 14, no. 4 (2020): 41. Reported by Nature Index
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Xiangjie
Kong, Feng Xia, Jianxin Li, Mingliang Hou,
Menglin Li, Yong Xiang. "A Shared Bus Profiling Scheme for Smart
Cities Based on Heterogeneous Mobile Crowdsourced Data." IEEE Transactions on Industrial Informatics, 16(2):
1436-1444, 2020.
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Xiaojie
Wang, Yufan Feng, Zhaolong Ning, Xiping Hu, Xiangjie Kong, Bin Hu, and Yi Guo. "A collective filtering
based content transmission scheme in edge of vehicles." Information Sciences 506
(2020): 161-173.
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Feng Xia, Jiaying Liu, Hansong Nie, Yonghao
Fu, Liangtian Wan, Xiangjie Kong.
¡°Random Walks: A Review of Algorithms and Applications.¡± IEEE Transactions on Emerging Topics in
Computational Intelligence 4, no. 2
(2019): 95-107.
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Liangtian Wan, Lu Sun, Xiangjie Kong, Yuyuan Yuan, Ke Sun, and Feng Xia. ¡°Task-Driven Resource
Assignment in Mobile-Edge Computing Exploiting Evolutionary Computation¡±, IEEE Wireless Communications 26, no. 6 (2019): 94-101.
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Zhaolong Ning, Peiran Dong, Xiaojie Wang, Lei
Guo, Joel J. P. C. Rodrigues,
Xiangjie Kong, Jun Huang, Ricky Y. K. Kwok. "Deep Reinforcement
Learning for Intelligent Internet of Vehicles: An Energy-Efficient
Computational Offloading Scheme", IEEE Transactions on Cognitive Communications and Networking 5, no. 4 (2019): 1060-1072.
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Zhaolong Ning, Yufan Feng, Mario Collotta, Xiangjie Kong, Xiaojie Wang, Lei
Guo, Xiping Hu, Bin Hu, Deep Learning in Edge of Vehicles: Exploring
Tri-Relationship for Data Transmission. IEEE Transactions on Industrial Informatics 15, no. 10 (2019): 5737-5746.
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Jiaying Liu,
Feng Xia, Lei Wang, Bo Xu, Xiangjie
Kong, Hanghang Tong, Irwin King. Shifu2: A Network Representation
Learning Based Model for Advisor-advisee Relationship Mining. IEEE Transactions on Knowledge and Data
Engineering. 2019. DOI: 10.1109/TKDE.2019.2946825
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Xiangjie Kong, Shiqin Tong, Haoran Gao, Guojiang Shen, Kailai Wang, Mario Collotta, Ilsun You, Sajal Das.
Mobile Edge Cooperation Optimization for Wearable Internet of Things: A
Network Representation-based Framework, IEEE Transactions on Industrial Informatics,
2020. DOI: 10.1109/TII.2020.3016037
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Xiangjie Kong, Xiaoteng Liu, Behrouz Jedari, Menglin Li,
Liangtian Wan, Feng Xia. Mobile
Crowdsourcing in Smart Cities: Technologies, Applications and Future
Challenges. IEEE Internet of Things
Journal. DOI:
10.1109/JIOT.2019.2921879
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Xiangjie Kong, Feng Xia, Kai Ma, Jianxin Li, Qiuyuang
Yang. Discovering Transit-Oriented
Development Regions of Mega Cities Using Heterogeneous Urban Data, IEEE Transactions on Computational Social
Systems, 2019. DOI: 10.1109/TCSS.2019.2919960
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Xiangjie Kong, Feng Xia, Zhenhuan Fu, Xiaoran Yan, Amr
Tolba, Zafer Almakhadmeh. TBI2Flow:
Travel Behavioral Inertia Based Long-Term Taxi Passenger Flow Prediction.
World Wide Web, 2019. DOI: 10.1007/s11280-019-00700-1
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Feng Xia, Jinzhong Wang, Xiangjie Kong, Da Zhang, Zhibo Wang. Ranking Station Importance with Human Mobility Patterns Using
Subway Network Datasets. IEEE
Transactions on Intelligent Transportation Systems, 2019. DOI: 10.1109/TITS.2019.2920962
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Wei Wang, Jiaying Liu, Zhuo Yang, Xiangjie Kong, and Feng Xia. "Sustainable Collaborator Recommendation
Based on Conference Closure." IEEE Transactions on Computational Social Systems 6, no. 2 (2019): 311-322.
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Jinzhong Wang, Xiangjie Kong, Feng Xia, and Lijun Sun. 2019. Urban Human Mobility: Data-Driven
Modeling and Prediction. SIGKDD
Explorations. 21, 1 (May 2019), 1-19.
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Zhaolong Ning, Xiangjie Kong, Feng Xia, Weigang Hou, and Xiaojie Wang. "Green and Sustainable Cloud of Things: Enabling
Collaborative Edge Computing." IEEE Communications Magazine, 57, no. 1 (2019): 72-78.
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Zhaolong Ning, Peiran Dong, Xiangjie Kong, and Feng Xia. "A cooperative partial computation
offloading scheme for mobile edge computing enabled Internet of Things."
IEEE Internet of Things Journal (2018).
DOI: 10.1109/JIOT.2018.2868616
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Xiangjie Kong, Menglin Li, Gaoxing Zhao, Huijie Zhang,
Feng Xia. COOC: Visual Exploration
of Co-occurrence Mobility Patterns in Urban Scenarios, IEEE Transactions on Computational Social Systems, 2018. DOI: 10.1109/TCSS.2018.2883582
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Xiangjie Kong, Menglin Li, Tao Tang, Kaiqi Tian, Luis
Moreira-Matias, Feng Xia. Shared
Subway Shuttle Bus Route Planning Based on Transport Data Analytics, IEEE Transactions on Automation Science and Engineering, 2018. DOI: 10.1109/TASE.2018.2865494
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Xiangjie Kong,
Mengyi Mao, Wei Wang, Jiaying Liu, Bo Xu. VOPRec: Vector Representation Learning
of Papers with Text Information and Structural Identity for Recommendation,
IEEE Transactions on Emerging Topics in
Computing, 2018. DOI:
10.1109/TETC.2018.2830698
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Xiangjie Kong, Menglin Li, Jianxin Li, Kaiqi Tian, Xiping
Hu, and Feng Xia. "CoPFun: an urban
co-occurrence pattern mining scheme based on regional function discovery."
World Wide Web (2018).DOI: 10.1007/s11280-018-0578-x.
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Xiangjie Kong, Feng Xia, Zhaolong Ning, Azizur Rahim, Yinqiong Cai,
Zhiqiang Gao, Jianhua Ma, Mobility Dataset Generation for Vehicular
Social Networks Based on Floating Car Data, IEEE Transactions on Vehicular Technology, 2018. DOI: 10.1109/TVT.2017.2788441
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Xiangjie Kong,
Menglin Li, Kai Ma, Kaiqi Tian, Mengyuan
Wang, Zhaolong Ning, Feng Xia. Big Trajectory Data: A Survey of
Applications and Services, IEEE Access, 6 (2018): 58295-58306
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Tao Tang, Xin Dong, Jinzhong Wang, Xiangjie Kong*, Azizur Rahim, Xuannian Yu, and Yulin Li.
"FISS: Function identification of subway stations based on
semantics mining and functional clustering." IET Intelligent Transport Systems, 2018. DOI: 10.1049/iet-its.2017.0316
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Feng
Xia, Azizur Rahim, Xiangjie Kong*, Meng Wang, Yinqiong Cai, and
Jinzhong Wang, Modeling and Analysis of Large-Scale Urban Mobility for
Green Transportation, IEEE
Transactions on Industrial Informatics, 2017. DOI:
10.1109/TII.2017.2785383
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Azizur
Rahim, Xiangjie Kong*, Feng Xia, Zhaolong Ning, Noor Ullah, Jinzhong
Wang, and Sajal K. Das. "Vehicular Social Networks: A survey."
Pervasive and Mobile Computing, 2017. DOI: 10.1016/j.pmcj.2017.12.004
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Zhaolong Ning, Xiaojie Wang, Xiangjie
Kong*, Weigang Hou. A Social-aware Group Formation Framework for
Information Diffusion in Narrowband Internet of Things, IEEE Internet of Things Journal, 2017. DOI: 10.1109/JIOT.2017.2777480
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Liangtian Wan, Xiangjie Kong*, Feng
Xia, Joint Range-Doppler-Angle Estimation for Intelligent Tracking of
Moving Aerial Targets, IEEE
Internet of Things Journal, 2017.
DOI: 10.1109/JIOT.2017.2787785
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Feng Xia, Jinzhong Wang, Xiangjie
Kong*, Zhibo Wang, Jianxin Li, and Chengfei Liu. Exploring Human Mobility Patterns in Urban Scenarios: A
Trajectory Data Perspective, IEEE Communications Magazine, 2017, Accepted.
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Xiangjie
Kong,
Feng Xia, Jinzhong Wang, Azizur Rahim, and Sajal K. Das.
Time-Location-Relationship Combined Service Recommendation Based on Taxi
Trajectory Data, IEEE Transactions on Industrial Informatics, 13(3):
1202-1212, 2017.
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Xiangjie Kong, Ximeng Song, Feng Xia, Haochen Guo, Jinzhong Wang, and
Amr Tolba. "LoTAD: long-term traffic anomaly detection based on
crowdsourced bus trajectory data." World
Wide Web, 2017. DOI: 10.1007/s11280-017-0487-4
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Zhaolong Ning, Feng Xia, Noor Ullah, Xiangjie
Kong, and Xiping Hu, Vehicular Social Networks: Enabling Smart
Mobility, IEEE
Communications Magazine 55,
no. 5 (2017): 46-55
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Wei
Wang, Shuo Yu, Teshome Megersa Bekele, Xiangjie Kong*, Feng Xia, Scientific
collaboration patterns vary with scholars¡¯ academic ages, Scientometrics 112(1):
329-343, 2017. Reported by Nature Index
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Wei
Wang, Zixin Cui, Tong Gao, Shuo Yu, Xiangjie Kong*, Feng Xia. Is
Scientific Collaboration Sustainability Predictable? The 26th International World Wide Web Conference (WWW), Poster
Track, Perth, Australia, 3-7 April 2017.
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Zhaolong
Ning, Feng Xia, Xiangjie Kong, and Zhikui Chen. Resource Management
in Cloud-based Mobile Networks: A Case Study on Social-oriented User
Assignment, IEEE Cloud Computing
Magazine, 2016, 16: 34-41
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Guojiang
Shen, Xiangjie Kong. Study on Road Network Traffic Coordination
Technique with Bus Priority. IEEE Transactions
on Systems, Man, and Cybernetics: Part C: Applications and Reviews,
39(3): 343-351, 2009.
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