百晓学者学者目录
孔祥杰

孔祥杰

教授,浙江工业大学计算机科学与技术学院

个人简介

浙江工业大学计算机科学与技术学院教授,副院长,浙江省杰出青年基金获得者,杭州市特聘专家,浙江工业大学运河青年学者。现为CCF杰出会员、IEEE高级会员、ACM会员、美国科学研究荣誉协会会员(Sigma Xi)、中国计算机学会信息系统专业委员会执行委员、中国计算机学会普适计算专业委员会执行委员、中国自动化学会联邦数据与联邦智能专业委员会委员。先后担任PeerJ Computer Science、KSII Transactions on Internet and Information Systems、Array等国际SCI期刊的编委(Editor),以及Pervasive and Mobile Computing等多个国际SCI期刊专刊的(首席)客座编委(Guest Editor)。受邀担任CCVPR等10余个国际会议的大会/程序委员会主席,在IEEE CCCI等10余个国际会议做大会/主旨报告。担任AAAI, IJCAI, KDD, IEEE BigData, IJCNN, COMPLEX NETWORKS, IEEE UIC, IEEE ICC等多个国际会议(高级)程序委员会(SPC/TPC)委员。担任IEEE TKDE、IEEE TMC、IEEE TNNLS、IEEE TNSE、IEEE TII、IEEE IOTJ、IEEE COMMUN MAG、IEEE NETW、IEEE TITS、TCJ、JASIST、计算机学报等顶级国内外期刊审稿人。

2004年获浙江大学自动化专业工学学士学位;同年进入浙江大学工业控制技术国家重点实验室直接攻读博士学位,师从孙优贤院士。2009年9月获浙江大学工学博士学位,浙江大学优秀毕业生。2009年12月至2020年6月任职于大连理工大学软件学院,历任讲师、副教授、网络工程系主任、院党委委员,其间2017年11月至2018年11月为印第安纳大学访问学者。2020年7月起任职于浙江工业大学计算机学院。2024年1月-2024年4月为迪肯大学高级访问学者(包氏奖学金资助)。

主要研究兴趣包括城市计算、社会计算、知识管理等。出版英文专著2部(Springer),在IEEE TKDE、IEEE TMC、IEEE TDSC、IEEE TASLP、IEEE TNNLS、CVPR、IJCAI、AAAI、ICDE、ACM Computing Surveys等国际期刊或会议发表/录用论文300多篇,其中230多篇为SCI检索论文。21篇论文入选ESI高被引论文(1%)(其中16篇为第一或通讯作者),5篇同时入选ESI 热点论文 (0.1%)。据Google Scholar显示,论文总引用次数15000余次,h因子为63(截至2026.10)。以第一作者获2020年IEEE Transactions on Vehicular Technology最佳论文奖(Best Land Transport)。两次排名第一获得辽宁省自然科学学术成果奖一等奖。获浙江省科技进步二等奖和中国自动化学会自然科学三等奖各1项。连续入选斯坦福全球前2%顶尖科学家榜单-终身影响力排行榜和年度科学影响力排行榜,连续入选计算机领域顶尖科学家(Research.com)。研究工作被Nature Index、科学网等媒体广泛报道。获授权发明专利30余项。主持完成多项国家级及省部级课题。

主编教材《计算机网络》,由机械工业出版社出版;作为副主编编写《大数据导论》和《高级计算机网络》,分别由科学出版社和清华大学出版社出版,前者于2017 年6 月在科学出版社出版以来,据不完全统计,已被30余所高校选为课程教材,共印刷9 次,印量13800余册,共销售12000 余册。已培养/联合培养博士毕业10余人(其中外国留学生2人);培养全日制硕士毕业30余人。学生在读期间多人次获得国家奖学金,毕业后出国深造或进入阿里、腾讯、华为、百度、小米等一流企业。获浙江省教学成果特等奖1项,入选浙江省一流课程1门。

教育与工作经历

工作经历

  • 大连理工大学软件学院
    讲师、副教授、网络工程系主任
  • 印第安纳大学
    访问学者
  • 浙江工业大学计算机学院
    教授

教育经历

  • 浙江大学
    学士,自动化
  • 浙江大学
    博士,工业控制

精选作品

期刊论文

2026

CASTLE: Context-Aware semantic transformer with knowledge graph enhancement for low-resource grammar correction

Syauqie Muhammad Marier, Xiangjie Kong, Linan Zhu, Xiangfan Chen, Abdulloh Badruzzaman, I. Nyoman Apraz Ramatryana

Expert Systems With Applications,Vol. 299

2026

CTKGRec: A context-aware temporal knowledge graph reasoning model for next POI recommendation

Qihong Pan, Hong Zheng, Zhenzhen Zhao, Xiangjie Kong, Guojiang Shen, Xiangyu Zhao

Expert Systems With Applications,Vol. 297

2026

MCC-POI:基于元学习与跨视图对比学习的旅游兴趣点推荐方法

宋静波,孙亮,沈钰琦,孔祥杰

《地球信息科学学报》

2026

Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision

Yimei Zhang, Guojiang Shen, Kaili Ning, Tongwei Ren, Xuebo Qiu, Mengmeng Wang, Xiangjie Kong

Proceedings of the AAAI Conference on Artificial Intelligence

2026

7 - Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision

Association for Artificial Intelligence 2026, Xiangjie Kong, Kaili Ning, Xuebo Qiu, Tongwei Ren, Guojiang Shen, Mengmeng Wang, Yimei Zhang

Underline Science Inc.

2026

Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision

Association for Artificial Intelligence 2026, Xiangjie Kong, Kaili Ning, Xuebo Qiu, Tongwei Ren, Guojiang Shen, Mengmeng Wang, Yimei Zhang

Underline Science Inc.

2025

Broad information diffusion modelling for sharing link click prediction using knowledge graphs

Xiangjie Kong, Can Shu, Lingyun Wang, Hanlin Zhou, Linan Zhu, Jianxin Li

Expert Systems With Applications,Vol. 277

2025

基于出行模式和用户偏好的兴趣点推荐

宋静波,沈钰琦,黄志强,孔祥杰

《浙江工业大学学报》

2025

Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction

Wen-Chao Weng, Mei Wu, Han-Yu Jiang, Wang-Zeng Kong, Xiangjie Kong, Feng Xia

IEEE transactions on intelligent transportation systems (Print)

2025

Trajectory generative models: a survey from unconditional and conditional perspectives

Weiping Zhu, Ren-He Jiang, Dong-Yuan Li, Xiangjie Kong, Xuan Song

GeoInformatica

2023

Shahmukhi named entity recognition by using contextualized word embeddings

Amina Tehseen, Toqeer Ehsan, Hannan Bin Liaqat, Xiangjie Kong, Amjad Ali, Ala Al-Fuqaha

Expert Systems With Applications,Vol. 229

2023

基于人群移动模式先验的兴趣点推荐

伊秋华,高浩然,陈馨琪,孔祥杰

《计算机科学》

2023

探索站点时空移动模式:长短期交通预测框架

沈哲辉,王开来,孔祥杰

《计算机科学》

2023

基于动态图生成的车道级交通流预测

刘炜焘,冯辉,王一然,王凌云,余凯峰,孔祥杰

《浙江工业大学学报》

2022

基于时空图卷积网络的交通事故预测研究

刘志,王锦梦,孔祥杰

《浙江工业大学学报》

2022

RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern

Xiangjie Kong, Qiaoli Chen, Mingliang Hou, Azizur Rahim, Kai Ma, Feng Xia

IEEE Transactions on Vehicular Technology

2022

An Attention-Based Digraph Convolution Network Enabled Framework for Congestion Recognition in Three-Dimensional Road Networks

Guo-Jiang Shen, Xiao Han, Kwaisang Chin, Xiangjie Kong

IEEE transactions on intelligent transportation systems (Print)

2022

FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles

Xiangjie Kong, Hao-Ran Gao, Guo-Jiang Shen, Gaohui Duan, S. Das

IEEE Transactions on Computational Social Systems

2022

Lane-Level Traffic Flow Prediction with Heterogeneous Data and Dynamic Graphs

Jun Zhou, Siyue Shuai, Ling Wang, Kaifeng Yu, Xiangjie Kong, Zuhua Xu, Zhijiang Shao

Applied Sciences

2022

A Higher-Order Motif-Based Spatiotemporal Graph Imputation Approach for Transportation Networks

Difeng Zhu, Guo-Jiang Shen, Jingjing Chen, Wenfeng Zhou, Xiangjie Kong

Wireless Communications and Mobile Computing

2021

GCN2CDD: A Commercial District Discovery Framework via Embedding Space Clustering on Graph Convolution Networks

Guo-Jiang Shen, Zhen-Zhen Zhao, Xiangjie Kong

IEEE Transactions on Industrial Informatics

2021

Coordinated ramp signal optimization framework based on time series flux-correlation analysis

Zhi Liu, Wen Shu, Guo-Jiang Shen, Xiangjie Kong

PeerJ Computer Science

2021

ST-AFN: a spatial-temporal attention based fusion network for lane-level traffic flow prediction

Guo-Jiang Shen, Kaifeng Yu, Meiyu Zhang, Xiangjie Kong

PeerJ Computer Science

2021

Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles

Xiangjie Kong, Bing Zhu, Guo-Jiang Shen, Tewabe Chekole Workneh, Zhanhao Ji, Yang Chen, Zhi Liu

IEEE Transactions on Industrial Informatics

2020

Scientific Paper Recommendation: A Survey

Xiaomei Bai, Mengyan Wang, Ivan Lee, Zhuo Yang, Xiangjie Kong, Feng Xia

IEEE Access

2020

HUAD: Hierarchical Urban Anomaly Detection Based on Spatio-Temporal Data

Xiangjie Kong, Hao-Ran Gao, Osama Alfarraj, Qichao Ni, Chaofan Zheng, Guo-Jiang Shen

IEEE Access

2020

A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data

Xiangjie Kong, Feng Xia, Jianxin Li, Mingliang Hou, Menglin Li, Yong Xiang

IEEE Transactions on Industrial Informatics

2020

DeepTSW: An Urban Traffic Safety Warning Framework Based on Bayesian Deep Learning

Guo-Jiang Shen, Lin-Jie Guan, Jiajia Tan, Xiangjie Kong

2020

Ranking Station Importance With Human Mobility Patterns Using Subway Network Datasets

Feng Xia, Jinzhong Wang, Xiangjie Kong, Da Zhang, Zhibo Wang

IEEE transactions on intelligent transportation systems (Print)

2020

Congestion recognition for hybrid urban road systems via digraph convolutional network

Xiao Han, Guo-Jiang Shen, Xi Yang, Xiangjie Kong

2020

DeepCF: A Deep Feature Learning-Based Car-Following Model Using Online Ride-Hailing Trajectory Data

Yizhen Xie, Qichao Ni, Osama Alfarraj, Hao-Ran Gao, Guo-Jiang Shen, Xiangjie Kong, Amr Tolba

Wireless Communications and Mobile Computing

2020

Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles

Wei Wang, Feng Xia, Hansong Nie, Zhi-Kui Chen, Zhi-Guo Gong, Xiangjie Kong, Wei Wei

IEEE transactions on intelligent transportation systems (Print)

2019

How does collaboration affect researchers' positions in co-authorship networks?

Xiangjie Kong, Mengyi Mao, Huizhen Jiang, Shuo Yu, Liangtian Wan

Journal Of Informetrics,Vol. 130, No. 3

2019

[Review] Two decades of information systems: a bibliometric review

Jiaying Liu, Jiahao Tian, Xiangjie Kong, Ivan Lee, Feng Xia

Scientometrics,Vol. 118, No. 2

2019

Scholarly impact assessment: a survey of citation weighting solutions

Liwei Cai, Jiahao Tian, Jiaying Liu, Xiaomei Bai, Ivan Lee, Xiangjie Kong, Feng Xia

Scientometrics,Vol. 118, No. 2

2019

Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining

Jia-Ying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hang-Hang Tong, Irwin King

IEEE Transactions on Knowledge and Data Engineering

2019

Editor’s Note - Special Issue on Geo-Social Computing

Guandong Xu, Wen-Chih Peng, Yan Wang, Jianmin Li, Ying Zhong, Shun-Zhi Zhu, Dan-Huai Guo, Shuo Shang, Hongzhi Yin, Guanfeng Liu, Qun Shi, Kai Zheng, An Liu, Zhi-Xu Li, Xiao-Fang Zhou, Bolong Zheng, Peter Scheuermann, Q. Nguyen, Chenliang Li, Saeid Hosseini, S. Sadiq, M. Kangavari, Ngai-Man Cheung, Xiangjie Kong, Menglin Li, Jian-Xin Li, Kaiqi Tian, Xiping Hu, Zhiwei Liu, Yang Yang, Zi Huang, Fu-Min Shen, Dong-Xiang Zhang, Heng Shen, Yongjun Li, You Peng, Zhen Zhang, Yuan Yao, Hang-Hang Tong, Guo Yan, Feng Xu, Xiang Zhang, B. Szymanski

World wide web (Bussum)

2019

Discovering Transit-Oriented Development Regions of Megacities Using Heterogeneous Urban Data

Xiangjie Kong, Feng Xia, Kai Ma, Jianxin Li, Qiu-Yuan Yang

IEEE Transactions on Computational Social Systems

2019

TBI2Flow: Travel behavioral inertia based long-term taxi passenger flow prediction

Xiangjie Kong, Feng Xia, Zhe Fu, Xiaoran Yan, A. Tolba, Zafer Almakhadmeh

World wide web (Bussum)

2019

Mobile Crowdsourcing in Smart Cities: Technologies, Applications, and Future Challenges

Xiangjie Kong, Xiaoteng Liu, Behrouz Jedari, Menglin Li, Liang-Tian Wan, Feng Xia

IEEE Internet of Things Journal

2019

COOC: Visual Exploration of Co-Occurrence Mobility Patterns in Urban Scenarios

Xiangjie Kong, Menglin Li, Gao-Xing Zhao, Hui-Jie Zhang, Feng Xia

IEEE Transactions on Computational Social Systems

2019

Urban Human Mobility: Data-Driven Modeling and Prediction

Jinzhong Wang, Xiangjie Kong, Feng Xia, Lijun Sun

SKDD

2018

Understanding the advisor-advisee relationship via scholarly data analysis

Jiaying Liu, Tao Tang, Xiangjie Kong, Amr Tolba, Zafer AL-Makhadmeh, Feng Xia

Scientometrics,Vol. 1160, No. 1

2018

Quantifying the impact of scholarly papers based on higher-order weighted citations

Xiaomei Bai, Fuli Zhang, Jie Hou, Ivan Lee, Xiangjie Kong, A. Tolba, Feng Xia

PLoS ONE

2018

STLoyal: A Spatio-Temporal Loyalty-Based Model for Subway Passenger Flow Prediction

Jinzhong Wang, Xiangjie Kong, Wenhong Zhao, Amr Tolba, Zafer Al-makhadmeh, Feng Xia

IEEE Access

2018

Mobility Dataset Generation for Vehicular Social Networks Based on Floating Car Data

Xiangjie Kong, Feng Xia, Zhao-Long Ning, Azizur Rahim, Yinqiong Cai, Zhiqiang Gao, Jianhua Ma

IEEE Transactions on Vehicular Technology

2018

Big Trajectory Data: A Survey of Applications and Services

Xiangjie Kong, Menglin Li, Kai Ma, Kaiqi Tian, M. Wang, Zhao-Long Ning, Feng Xia

IEEE Access

2018

Spatio-Temporal Network Traffic Estimation and Anomaly Detection Based on Convolutional Neural Network in Vehicular Ad-Hoc Networks

Laisen Nie, Yongkang Li, Xiangjie Kong

IEEE Access

2018

Modeling and Analysis of Large-Scale Urban Mobility for Green Transportation

Feng Xia, Azizur Rahim, Xiangjie Kong, M. Wang, Yinqiong Cai, Jinzhong Wang

IEEE Transactions on Industrial Informatics

2018

VISOS: A Visual Interactive System for Spatial-Temporal Exploring Station Importance Based on Subway Data

T. Tang, Xiangjie Kong, Menglin Li, Jinzhong Wang, Guo-Jiang Shen, Xin-Shuang Wang

IEEE Access

2018

CoPFun: an urban co-occurrence pattern mining scheme based on regional function discovery

Xiangjie Kong, Menglin Li, Jianxin Li, Kaiqi Tian, Xiping Hu, Feng Xia

World wide web (Bussum)

2018

Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective

Feng Xia, Jinzhong Wang, Xiangjie Kong, Zhibo Wang, Jianxin Li, Chengfei Liu

IEEE Communications Magazine

2018

Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics

Xiangjie Kong, Menglin Li, T. Tang, Kaiqi Tian, L. Moreira-Matias, Feng Xia

IEEE Transactions on Automation Science and Engineering

2018

FISS: function identification of subway stations based on semantics mining and functional clustering

T. Tang, Xin Dong, Jinzhong Wang, Xiangjie Kong, Azizur Rahim, Xuan-Nian Yu, Yu-Lin Li

2017

Exploring dynamic research interest and academic influence for scientific collaborator recommendation

Xiangjie Kong, Huizhen Jiang, Wei Wang, Teshome Megersa Bekele, Zhenzhen Xu, Meng Wang

Scientometrics,Vol. 1130, No. 1

2017

Exploring time factors in measuring the scientific impact of scholars

Jun Zhang, Zhaolong Ning, Xiaomei Bai, Xiangjie Kong, Jinmeng Zhou, Feng Xia

Scientometrics,Vol. 1120, No. 3

2017

Scientific collaboration patterns vary with scholars' academic ages

Wei Wang, Shuo Yu, Teshome Megersa Bekele, Xiangjie Kong, Feng Xia

Scientometrics,Vol. 1120, No. 1

2017

An Overview on Evaluating and Predicting Scholarly Article Impact

Xiaomei Bai, Hui Liu, Fuli Zhang, Zhao-Long Ning, Xiangjie Kong, Ivan Lee, Feng Xia

Inf.

2017

LoTAD: long-term traffic anomaly detection based on crowdsourced bus trajectory data

Xiangjie Kong, Ximeng Song, Feng Xia, Hao-Yu Guo, Jinzhong Wang, A. Tolba

World wide web (Bussum)

2017

Time-Location-Relationship Combined Service Recommendation Based on Taxi Trajectory Data

Xiangjie Kong, Feng Xia, Jinzhong Wang, Azizur Rahim, S. Das

IEEE Transactions on Industrial Informatics

2017

IS2Fun: Identification of Subway Station Functions Using Massive Urban Data

Jinzhong Wang, Xiangjie Kong, Azizur Rahim, Feng Xia, Amr Tolba, Zafer Al-makhadmeh

IEEE Access

2017

Vehicular Social Networks: Enabling Smart Mobility

Zhao-Long Ning, Feng Xia, Noor Ullah, Xiangjie Kong, Xiping Hu

IEEE Communications Magazine

2016

Exploiting Publication Contents and Collaboration Networks for Collaborator Recommendation

Xiangjie Kong, Huizhen Jiang, Zhuo Yang, Zhen-Zhen Xu, Feng Xia, A. Tolba

PLoS ONE

2016

Urban traffic congestion estimation and prediction based on floating car trajectory data

Xiangjie Kong, Zhen-Zhen Xu, Guo-Jiang Shen, Jinzhong Wang, Qiu-Yuan Yang, Ben-Shi Zhang

Future generations computer systems

2015

Floating car data based private car travel data integration method

Xiangjie Kong, Feng Xia, Zhi-Qiang Gao, Hua-Guang Hui, Li-Zhang Lian

2015

Urban Traffic Congestion Prediction Using Floating Car Trajectory Data

Qiu-Yuan Yang, Jinzhong Wang, Ximeng Song, Xiangjie Kong, Zhen-Zhen Xu, Ben-Shi Zhang

International Conference on Algorithms and Architectures for Parallel Processing

2015

Taxi Operation Optimization Based on Big Traffic Data

Qiu-Yuan Yang, Zhi-Qiang Gao, Xiangjie Kong, Azizur Rahim, Jinzhong Wang, Feng Xia

2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom)

2013

Mobile Multimedia Recommendation in Smart Communities: A Survey

Feng Xia, N. Asabere, A. M. Ahmed, Jing Li, Xiangjie Kong

IEEE Access

2011

Urban arterial traffic two-direction green wave intelligent coordination control technique and its application

Xiangjie Kong, Guo-Jiang Shen, Feng Xia, Chuang Lin

2010

Urban arterial traffic intelligent coordination control technique and its application

Xiangjie Kong, Feng Xia, Chuang Lin, Guo-Jiang Shen

World Congress on Intelligent Control and Automation

2009

Study on Road Network Traffic Coordination Control Technique With Bus Priority

Guo-Jiang Shen, Xiangjie Kong

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

2008

Multi-agent fuzzy signal control with bus priority

Xiangjie Kong, Guo-Jiang Shen, Wei-Ming Xu, Guo-Qiang Pan, You-Xian Sun

World Congress on Intelligent Control and Automation

预印本

2026

MobiWave: Dispatch-Oriented Graph Wavelets and Drift-Guided Selective Optimization for Autonomous Fleet Rebalancing

Xiao Han, Pinbo Wang, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong

arXiv preprint

2026

MoE Enhanced Federated Learning for Spatiotemporal Prediction

Zhehao Dai, Xiao Han, Zhaolin Deng, Zijian Zhang, Xiangyu Zhao, Guojiang Shen, Xiangjie Kong

arXiv preprint

2025

Multimodal Trajectory Representation Learning for Travel Time Estimation

Zhi Liu, Xuyuan Hu, Xiao Han, Zhehao Dai, Zhaolin Deng, Guojiang Shen, Xiangjie Kong

arXiv preprint

2025

SPOT-Trip: Dual-Preference Driven Out-of-Town Trip Recommendation

Yinghui Liu, Hao Miao, Guojiang Shen, Yan Zhao, Xiangjie Kong, Ivan Lee

arXiv preprint

2025

Graph Learning

Feng Xia, Ciyuan Peng, Jing Ren, Falih Gozi Febrinanto, Renqiang Luo, Vidya Saikrishna, Shuo Yu, Xiangjie Kong

arXiv preprint

2025

A Dataset for Spatiotemporal-Sensitive POI Question Answering

Xiao Han, Dayan Pan, Xiangyu Zhao, Xuyuan Hu, Zhaolin Deng, Xiangjie Kong, Guojiang Shen

arXiv preprint

2024

CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs

Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao

arXiv preprint

2024

GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching

Xiao Han, Zijian Zhang, Xiangyu Zhao, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye

arXiv preprint

2022

The Gene of Scientific Success

Xiangjie Kong, Jun Zhang, Da Zhang, Yi Bu, Ying Ding, Feng Xia

arXiv preprint

2022

Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework

Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour Karmakar, Jianxin Li

arXiv preprint

2022

CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs

Feng Xia, Lei Wang, Tao Tang, Xin Chen, Xiangjie Kong, Giles Oatley, Irwin King

arXiv preprint

2021

Turing Number: How Far Are You to A. M. Turing Award?

Feng Xia, Jiaying Liu, Jing Ren, Wei Wang, Xiangjie Kong

arXiv preprint

2020

Random Walks: A Review of Algorithms and Applications

Feng Xia, Jiaying Liu, Hansong Nie, Yonghao Fu, Liangtian Wan, Xiangjie Kong

arXiv preprint

2020

Prediction Methods and Applications in the Science of Science: A Survey

Jie Hou, Hanxiao Pan, Teng Guo, Ivan Lee, Xiangjie Kong, Feng Xia

arXiv preprint