A/Prof. Jianxin Li

STAFF PROFILE

Position

Associate Professor, Data Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

jianxin.li@deakin.edu.au
+61 3 924 45541

Biography

Dr Jianxin Li is an A/Professor in the School of IT, Deakin University. His research interests include social computing, query processing and optimization, big data analytics, and intelligent computation in educational data. He has published 70 high quality research papers in top international conferences and journals, including PVLDB, IEEE ICDE, ACM WWW, IEEE ICDM, EDBT, ACM CIKM, IEEE TKDE, and ACM WWW. His professional service can be identified by different roles in academic committees, e.g., the technical program committee members in ACM SIGMOD, PVLDB, AAAI, PAKDD, IEEE ICDM, and ACM CIKM; the journal reviewer in IEEE TKDE, ACM TKDD, WWW Journal and VLDB Journal; the proceeding chairs in DASFAA 2018, ADMA 2016 and ADC 2015; and the program committee chair in the International Workshop on Social Computing 2017 and 2018; the tutorial chair in the 26th International Conference on WWW 2017; and the guest editors in international journals, such as Computational Intelligence, IET Intelligent Transport Systems, Complexity, Data Science and Engineering.

Read more on Jianxin's profile

Research interests

Social Network Data Analytics, Complex Network Data Mining, Query Processing and Optimization, Spatial Temporal Data Processing

Knowledge areas

Social Network Data Analytics, Graph Database Managment System, Data Mining, Intelligent Data Computing

Conferences

IEEE ICDE, PVLDB, IEEE ICDM, ACM WWW, ACM CIKM, DASFAA, WISE

Professional activities

Journal Reviewer for IEEE Transactions on Knowledge and Data Engineering (TKDE), The VLDB Journal, World Wide Web Journal (WWW), Journal of Information Science (JIS)

Program Committee Member for PVLDB (2019), AAAI (2019), IEEE ICDE (2019), IEEE ICDM (2018), ACM SIGMOD Conference (2017), ACM CIKM (2017, 2018), DASFAA (2018), PAKDD (2018), ADMA (2017, 2018), ADC (2012, 2015, 2016, 2017, 2018), APWeb (2013), ACIIDS (2018)

Guest Editor for
Data Science and Engineering – DASFAA 2018 special issue
Complexity – special issue on the Analysis and Applications of Location-aware Big Complex Network Data.
Computational Intelligence – special issue on the Convergent Study of Big Data Processing, Cloud and IoT
IET Intelligent Transport Systems – special issue of Big Traffic Data Analysis and Mining.
Journal of BioMed Research International – special issue of Analysis and Modeling for Big Data in Cancer Research

2018 Workshop PC Co-chairs in the International Workshop on Social Computing (IWSC2018), in conjunction with the IEEE International Conference on Data Mining, at November 17-20, 2018, Singapore.
2018 Proceedings Chair for the 23rd International Conference on Database System for Advanced Applications DASFAA, Gold Coast, Australia
2018 Workshop PC Co-chairs in the International Workshop on Knowledge Graph Management and Analysis (KGMA 2018), Macao, SAR China
2017 General Co-chairs in International Workshop on Big Social Media Data Management and Analysis (BSMDMA2017), Boston, MA, USA
2017 Tutorial co-chairs in the 26th WWW conference, Perth, Australia
2017 Workshop co-founder and PC Co-chairs in the International Workshop on Social Computing (IWSC2017), in conjunction with the 26th WWW conference, at April 3-7, 2017
2016 Proceedings Chair for the 12nd International Conference on Advanced Data Mining and Applications ADMA2016
2015 Publicity and Publication Chair for 21st IEEE International Conference on Parallel and Distributed Systems
2015 Local Co-Chair for Australian Database Conference ADC
2013 Session Chair of APWeb international conference – ‘XML, RDF Data and Query Processing’

Awards

ACSW - AWC 2019 - Best Research Paper Award Paper Award
ACSW - AWC 2019 - Best Student Research Paper Award
APWeb-WAIM 2018 – Best Research Paper Award Runner Up
ADC 2018 – Best Student Research Paper Award
WWW 2017 – Best Demo Paper Award
ADC 2015 Best Poster Award
ADC 2008 Best Research Paper Award
ADC 2008 Best Student Research Paper Award

Projects

2016-2018: Australian Research Council Discovery Grant (DP160102114): Effective and Efficient Query Processing over Dynamic Social Networks With Timos Sellis, Ke Deng and Jeffrey Xu Yu.
2017: Planning and Transport Research Centre (PATREC): Travel Behaviour Patterns with Rachel Cardell-Oliver and Wei Liu.
2017-2020: Safe Driving and Vehicle Management.
2018-2021: Social Media Data driven Marketing Real-Time Analytical System.
2016-2018: UWA Startup Funding on Social Computing.

Publications

Filter by

2023

Uncertainty-Aware Multiview Deep Learning for Internet of Things Applications

C Xu, W Zhao, J Zhao, Z Guan, X Song, J Li

(2023), Vol. 19, pp. 1456-1466, IEEE Transactions on Industrial Informatics, C1

journal article

LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing

Z Zhang, L Wu, C Ma, J Li, J Wang, Q Wang, S Yu

(2023), Vol. 18, pp. 365-379, IEEE Transactions on Information Forensics and Security, C1

journal article

Robust image clustering via context-aware contrastive graph learning

Uno Fang, Jianxin Li, Xuequan Lu, Ajmal Mian, Zhaoquan Gu

(2023), Vol. 138, pp. 109340-109340, Pattern Recognition, C1

journal article

Towards Multi-User, Secure, and Verifiable $k$NN Query in Cloud Database

Ningning Cui, Kang Qian, Taotao Cai, Jianxin Li, Xiaochun Yang, Jie Cui, Hong Zhong

(2023), pp. 1-16, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

GNN-based long and short term preference modeling for next-location prediction

Jinbo Liu, Yunliang Chen, Xiaohui Huang, Jianxin Li, Geyong Min

(2023), Vol. 629, pp. 1-14, Information Sciences, Amsterdam, The Netherlands, C1

journal article

Distributed Optimization of Graph Convolutional Network Using Subgraph Variance

Taige Zhao, Xiangyu Song, Man Li, Jianxin Li, Wei Luo, Imran Razzak

(2023), pp. 1-12, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N.J., C1

journal article

Generative adversarial network for unsupervised multi-lingual knowledge graph entity alignment

Y Li, L Chen, C Liu, R Zhou, J Li

(2023), World Wide Web, C1

journal article

Multi-Dimensional Information Alignment in Different Modalities for Generalized Zero-Shot and Few-Shot Learning

J Cai, L Wu, D Wu, J Li, X Wu

(2023), Vol. 14, pp. 1-10, Information (Switzerland), Basel, Switzerland, C1

journal article

A Comprehensive Survey on Multi-view Clustering

U Fang, M Li, J Li, L Gao, T Jia, Y Zhang

(2023), pp. 1-20, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1

journal article

Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation

M Xu, J Xu, R Zhou, J Li, K Zheng, P Zhao, C Liu

(2023), pp. 1-12, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1

journal article

A graph empowered insider threat detection framework based on daily activities

W Hong, J Yin, M You, H Wang, J Cao, J Li, M Liu, C Man

(2023), pp. 1-9, ISA Transactions, Amsterdam, The Netherlands, C1

journal article

Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme

L Zhu, Y Bao, M Xu, J Li, Z Zhu, X Kong

(2023), pp. 1-18, World Wide Web, Berlin, Germany, C1

journal article

Recommendation model based on intention decomposition and heterogeneous information fusion

S Zhang, X Wang, W Wang, N Zhang, Y Fang, J Li

(2023), Vol. 20, pp. 16401-16420, Mathematical Biosciences and Engineering, C1

journal article

Distributed dominance graph-based neural multi-objective evolutionary strategy for sponsored search real-time bidding

Y Yang, H Wu, Z Guan, J Li, W Zhao, C Xu, H Li, Q Cao, Y Lv

(2023), Vol. 279, Knowledge-Based Systems, C1

journal article

HyConvE: A Novel Embedding Model for Knowledge Hypergraph Link Prediction with Convolutional Neural Networks

Chenxu Wang, Xin Wang, Zhao Li, Zirui Chen, Jianxin Li

(2023), pp. 188-198, WWW '23 : Proceedings of the ACM Web Conference 2023, Austin, Texas, E1

conference

Temporal Knowledge Graph Completion: A Survey

B Cai, Y Xiang, L Gao, H Zhang, Y Li, J Li

(2023), Vol. 2023-August, pp. 6545-6553, IJCAI International Joint Conference on Artificial Intelligence, E1

conference
2022

Target-Aware Holistic Influence Maximization in Spatial Social Networks

T Cai, J Li, A Mian, R Li, T Sellis, J Yu

(2022), Vol. 34, pp. 1993-2007, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

Traffic Signal Control With Reinforcement Learning Based on Region-Aware Cooperative Strategy

M Wang, L Wu, J Li, L He

(2022), Vol. 23, pp. 6774-6785, IEEE Transactions on Intelligent Transportation Systems, C1

journal article

Effective Deep Attributed Network Representation Learning with Topology Adapted Smoothing

J Chen, M Zhong, J Li, D Wang, T Qian, H Tu

(2022), Vol. 52, pp. 5935-5946, IEEE Transactions on Cybernetics, United States, C1

journal article

Secure Boolean Spatial Keyword Query With Lightweight Access Control in Cloud Environments

N Cui, X Yang, Y Chen, J Li, B Wang, G Min

(2022), Vol. 9, pp. 9503-9514, IEEE Internet of Things Journal, C1

journal article

Compression techniques for 2-hop labeling for shortest distance queries

S Anirban, J Wang, M Islam, H Kayesh, J Li, M Huang

(2022), Vol. 25, pp. 151-174, World Wide Web, C1

journal article

Dynamic network embedding survey

G Xue, M Zhong, J Li, J Chen, C Zhai, R Kong

(2022), Vol. 472, pp. 212-223, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

METoNR: A meta explanation triplet oriented news recommendation model

M Zhang, G Wang, L Ren, J Li, K Deng, B Zhang

(2022), Vol. 238, pp. 1-12, Knowledge-Based Systems, Amsterdam, The Netherlands, C1

journal article

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

Xiangyu Song, Jianxin Li, Qi Lei, Wei Zhao, Yunliang Chen, Ajmal Mian

(2022), Vol. 241, pp. 1-9, Knowledge-Based Systems, Amsterdam, The Netherlands, C1

journal article

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

X Kong, K Wang, M Hou, F Xia, G Karmakar, J Li

(2022), pp. 1-13, IEEE Transactions on Intelligent Transportation Systems, Piscataway, New Jersey, C1

journal article

Top-k Socio-Spatial Co-engaged Location Selection for Social Users

N Haldar, J Li, M Ali, T Cai, Y Chen, T Sellis, M Reynolds

(2022), pp. 1-14, IEEE Transactions on Knowledge and Data Engineering, Piscataway, New Jersey, C1

journal article

Sentiment analysis and topic modeling for COVID-19 vaccine discussions

H Yin, X Song, S Yang, J Li

(2022), Vol. 25, pp. 1067-1083, World Wide Web, Berlin, Germany, C1

journal article

Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction

M Ali, R Deo, Y Xiang, R Prasad, J Li, A Farooque, Z Yaseen

(2022), Vol. 12, pp. 1-23, Scientific Reports, Berlin, Germany, C1

journal article

Special Issue on Decision Making in Heterogeneous Network Data Scenarios and Applications

J Li, C Liu, Z Guan, Y Wu

(2022), pp. 1-6, World Wide Web, Berlin, Germany, C1

journal article

CHIEF: Clustering With Higher-Order Motifs in Big Networks

F Xia, S Yu, C Liu, J Li, I Lee

(2022), Vol. 9, pp. 990-1005, IEEE Transactions on Network Science and Engineering, C1

journal article

Optimizing subgraph matching over distributed knowledge graphs using partial evaluation

Y Song, Y Qin, W Hao, P Liu, J Li, F Choudhury, X Wang, Q Zhang

(2022), World Wide Web, C1

journal article

Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks

T Cai, S Yang, J Li, Q Sheng, J Yang, X Wang, W Zhang, L Gao

(2022), pp. 1-14, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

Social media mining under the COVID-19 context: Progress, challenges, and opportunities

X Huang, S Wang, M Zhang, T Hu, A Hohl, B She, X Gong, Jianxin Li, Xiao Liu, O Gruebner, R Liu, Xiao Li, Z Liu, X Ye, Z Li

(2022), Vol. 113, International Journal of Applied Earth Observation and Geoinformation, Amsterdam, The Netherlands, C1

journal article

A Vehicular Task Offloading Method with Eliminating Redundant Tasks in 5G HetNets

R Zhang, L Wu, S Cao, D Wu, J Li

(2022), pp. 1-1, IEEE Transactions on Network and Service Management, C1

journal article

A cooperative mobility model for multiple autonomous vehicles

L Wu, S Cao, Y Chen, J Li, J Cui, Y Chang

(2022), Vol. 195, pp. 148-161, Computer Communications, Amsterdam, The Netherlands, C1

journal article

Knowledge Graph Recommendation Model Based on Adversarial Training

S Zhang, N Zhang, S Fan, J Gu, J Li

(2022), Vol. 12, pp. 1-19, Applied Sciences, Basel, Switzerland, C1

journal article

Robust cross-network node classification via constrained graph mutual information

S Yang, B Cai, T Cai, X Song, J Jiang, B Li, J Li

(2022), Vol. 257, Knowledge-Based Systems, C1

journal article

MPTO-MT: A multi-period vehicular task offloading method in 5G HetNets

R Zhang, L Wu, S Cao, N Xiong, J Li, D Wu, C Ma

(2022), Vol. 131, pp. 1-12, Journal of Systems Architecture, Amsterdam, The Netherlands, C1

journal article

Towards multi-dimensional knowledge-aware approach for effective community detection in LBSN

D Xu, Y Chen, N Cui, J Li

(2022), World Wide Web, C1

journal article

Knowledge Graph Recommendation Model Based on Feature Space Fusion

S Zhang, X Wang, R Wang, J Gu, J Li

(2022), Vol. 12, pp. 1-15, Applied Sciences, Basel, Switzerland, C1

journal article

EBSS: A secure blockchain-based sharing scheme for real estate financial credentials

Y Wu, G Tie, Y Yu, J Li, J Song

(2022), World Wide Web, C1

journal article

GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning

U Fang, J Li, N Akhtar, M Li, Y Jia

(2022), World Wide Web, C1

journal article

A survey on deep learning based knowledge tracing

X Song, J Li, T Cai, S Yang, T Yang, C Liu

(2022), Vol. 258, Knowledge-Based Systems, C1

journal article

A Measurement-Driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks

H Zhang, S Huang, X Wang, J Li, X Wang, V Leung

(2022), pp. 1-14, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

Multi-view Learning for Impervious Surface Mapping using High-resolution Multi-spectral Imagery and LiDAR Data

Hui Luo, Fupeng Yang, Xibo Feng, Yanni Dong, Yuxiang Zhang, Geyong Min, Jianxin Li

(2022), pp. 1-21, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Piscataway, N.J., C1

journal article

Fine-Grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks

S Huang, H Zhang, X Wang, M Chen, J Li, V Leung

(2022), pp. 1-14, IEEE Transactions on Mobile Computing, C1

journal article

Social Recommendation Based on Quantified Trust and User's Primary Preference Space

S Zhang, N Zhang, N Li, Z Xie, J Gu, J Li

(2022), Vol. 12, pp. 12141-12141, Applied Sciences (Switzerland), C1

journal article

Supervised Contrastive Learning for Product Classification

S Azizi, U Fang, S Adibi, J Li

(2022), Vol. 13088, pp. 341-355, ADMA 2022 : Proceedings of the 17th Advanced Data Mining and Applications International Conference 2022, Sydney, N.S.W., E1

conference

Emerging Scientific Topic Discovery by Finding Infrequent Synonymous Biterms

J Wu, G Huang, R Zarei, J Li, G Huang, H Zheng, J He, C Chi

(2022), Vol. 13280, pp. 29-40, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Chengdu, China, E1

conference

HET-KG: Communication-Efficient Knowledge Graph Embedding Training via Hotness-Aware Cache

S Dong, X Miao, P Liu, X Wang, B Cui, J Li

(2022), pp. 1754-1766, ICDE 2022 : Proceedings of the IEEE International Conference on Data Engineering 2022, Kuala Lumpur, Malaysia, E1

conference

Reliable Community Search in Dynamic Networks

Y Tang, Jianxin Li, N Haldar, Z Guan, J Xu, C Liu

(2022), Vol. 15, pp. 2826-2838, VLDB 2022 : Proceedings of the Very Large Databases 2022 international conference, Sydney, N.S.W, E1

conference

MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation

Y Fan, J Xu, R Zhou, J Li, K Zheng, L Chen, C Liu

(2022), pp. 2023-2029, IJCAI-ECAI 2022 : Proceedings of the International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence 2022, Vienna, Austria, E1

conference

Capturing Local and Global Spatial-Temporal Correlations of Spatial-Temporal Graph Data for Traffic Flow Prediction

S Cao, L Wu, R Zhang, J Li, D Wu

(2022), IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022 conference, Padua, Italy, E1

conference

Urban Traffic Signal Control with Reinforcement Learning from Demonstration Data

M Wang, L Wu, J Li, D Wu, C Ma

(2022), IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022, Padua, Italy, E1

conference

Explainable Link Prediction in Knowledge Hypergraphs

Z Chen, X Wang, C Wang, J Li

(2022), pp. 262-271, International Conference on Information and Knowledge Management, Proceedings, Atlanta, GA, E1

conference

Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs

L Chen, C Liu, R Zhou, J Xu, J Li

(2022), Vol. 15, pp. 1559-1571, Proceedings of the VLDB Endowment, Sydney, Australia, E1

conference

Graph Intelligence Enhanced Bi-Channel Insider Threat Detection

W Hong, J Yin, M You, H Wang, J Cao, J Li, M Liu

(2022), Vol. 13787, pp. 86-102, NSS 2022 : Proceedings of the International Conference on Network and System Security 2022, Denarau Island, Fiji, E1

conference

AuCM: Course Map Data Analytics for Australian IT Programs in Higher Education

J Xia, Y Tang, T Zhao, J Li

(2022), Vol. 13725, pp. 158-172, ADMA 2022 : Proceedings of the 18th International Conference on Advanced Data Mining and Applications 2022, Brisbane, Qld., E1

conference

Multi-dimensional alignment via Variational Autoencoders for Generalized Zero-Shot and Few-Shot Learning

J Cai, L Wu, D Wu, J Li, X Wu

(2022), BESC 2022 : Proceedings of the 9th IEEE International Conference on Behavioural and Social Computing 2022, Matsuyama, Japan, E1

conference
2021

A sociocultural framing of multimodal learning analytics: Potential for formative assessment in primary mathematics

Lihua Xu, Joseph Ferguson, Wanty Widjaja, Wei Luo, Lei Bao, Jianxin Li

(2021), Vol. 2, pp. 220-242, Methodological approaches to STEM education research, Cambridge, Eng., B1

book chapter

Sequential engagement-based online learning analytics and prediction

X Song, J Li

(2021), pp. 71-89, Intelligent Systems and Learning Data Analytics in Online Education, London, Eng., B1

book chapter

SEPN: A Sequential Engagement Based Academic Performance Prediction Model

X Song, J Li, S Sun, H Yin, P Dawson, R Doss

(2021), Vol. 36, pp. 46-53, IEEE Intelligent Systems, C1

journal article

Deep fusion of multimodal features for social media retweet time prediction

H Yin, S Yang, X Song, W Liu, J Li

(2021), Vol. 24, pp. 1027-1044, World Wide Web, C1

journal article

Deep attributed network representation learning of complex coupling and interaction

Z Li, X Wang, J Li, Q Zhang

(2021), Vol. 212, Knowledge-Based Systems, C1

journal article

Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms

Y Cao, J Fan, H Cao, Y Chen, J Li, J Li, S Zhang

(2021), Vol. 11, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, C1

journal article

A Novel Chinese Entity Relationship Extraction Method Based on the Bidirectional Maximum Entropy Markov Model

C Lv, D Pan, Y Li, J Li, Z Wang

(2021), Vol. 2021, Complexity, C1

journal article

Multi-Community Influence Maximization in Device-to-Device social networks

X Wang, X Tong, H Fan, C Wang, J Li, X Wang

(2021), Vol. 221, Knowledge-Based Systems, C1

journal article

Reservoir production prediction based on variational mode decomposition and gated recurrent unit networks

F Wang, D Zhang, G Min, J Li

(2021), Vol. 9, pp. 53317-53325, IEEE Access, Piscataway, N.J., C1

journal article

DP-GAN: Differentially private consecutive data publishing using generative adversarial nets

S Ho, Y Qu, B Gu, L Gao, J Li, Y Xiang

(2021), Vol. 185, Journal of Network and Computer Applications, C1

journal article

Machine learning-aided design and prediction of cementitious composites containing graphite and slag powder

J Sun, Y Ma, J Li, J Zhang, Z Ren, X Wang

(2021), Vol. 43, Journal of Building Engineering, C1

journal article

Self-supervised cross-iterative clustering for unlabeled plant disease images

Uno Fang, Jianxin Li, Xuequan Lu, Longxiang Gao, Mumtaz Ali, Yong Xiang

(2021), Vol. 456, pp. 36-48, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

Efficiently answering top-k frequent term queries in temporal-categorical range

Z He, L Wang, C Lu, Y Jing, K Zhang, W Han, J Li, C Liu, X Wang

(2021), Vol. 574, pp. 238-258, Information Sciences, Amsterdam, The Netherlands, C1

journal article

Activity location inference of users based on social relationship

N Haldar, M Reynolds, Q Shao, C Paris, J Li, Y Chen

(2021), Vol. 24, pp. 1165-1183, World Wide Web, Berlin, Germany, C1

journal article

Interpretable and Efficient Heterogeneous Graph Convolutional Network

Y Yang, Z Guan, J Li, W Zhao, J Cui, Q Wang

(2021), pp. 1-14, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1

journal article

An Effective Data Fusion Model for Detecting the Risk of Transmission Line in Smart Grid

H Liu, Y Chen, N Cui, D Xu, J Li

(2021), pp. 1-11, IEEE Internet of Things Journal, Piscataway, N.J., C1

journal article

JKT: A joint graph convolutional network based Deep Knowledge Tracing

X Song, J Li, Y Tang, T Zhao, Y Chen, Z Guan

(2021), Vol. 580, pp. 510-523, Information Sciences, Amsterdam, The Netherlands, C1

journal article

Efficient Sample Location Selection for Query Zone in Geo-Social Networks

K Tang, S Zhan, T Zhan, H Zhu, Q Zeng, M Zhong, X Zhu, Y Zhu, J Li, T Qian

(2021), Vol. 2021, Complexity, C1

journal article

Business location planning based on a novel geo-social influence diffusion model

Qian Zeng, Ming Zhong, Yuanyuan Zhu, Tieyun Qian, Jianxin Li

(2021), Vol. 559, pp. 61-74, Information Sciences, Amsterdam, The Netherlands, C1

journal article

Efficient Exact Algorithms for Maximum Balanced Biclique Search in Bipartite Graphs

L Chen, C Liu, R Zhou, J Xu, J Li

(2021), pp. 248-260, SIGMOD/PODS 2021 : Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Online, China, E1

conference

A Spatial-Temporal Graph Attention Network for Multi-intersection Traffic Light Control

L He, Q Li, L Wu, M Wang, J Li, D Wu

(2021), pp. 1-8, IJCNN 2021 : Proceedings of the 2021 International Joint Conference on Neural Networks, Shenzhen, China, E1

conference

RLCC: Practical Learning-based Congestion Control for the Internet

Z Xia, J Wu, L Wu, J Yuan, J Zhang, J Li, D Wu

(2021), pp. 1-8, IJCNN 2021 : Proceedings of the 2021 International Joint Conference on Neural Networks, Shenzhen, China, E1

conference

Everyone in SDN Contributes: Fault localization via well-designed rules

Z Hu, L Wu, J Li, C Ma, X Shi

(2021), pp. 370-380, ICDCS 2021 : Proceedings of the 41st International Conference on Distributed Computing Systems, Washington D.C., E1

conference

CBML: A Cluster-based Meta-learning Model for Session-based Recommendation

J Song, J Xu, R Zhou, L Chen, J Li, C Liu

(2021), pp. 1713-1722, CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management, Virtual Event, E1

conference

SNPR: A Serendipity-Oriented Next POI Recommendation Model

M Zhang, Y Yang, R Abbas, K Deng, J Li, B Zhang

(2021), pp. 2568-2577, CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management, Virtual Event, E1

conference

DataType-Aware Knowledge Graph Representation Learning in Hyperbolic Space

Y Shen, Z Li, X Wang, J Li, X Zhang

(2021), pp. 1630-1639, CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management, Virtual Event, E1

conference

Spatiooral-Social Multi-Feature-based Fine-Grained Hot Spots Prediction for Content Delivery Services in 5G Era

S Huang, H Zhang, X Wang, M Chen, J Li, V Leung

(2021), pp. 750-759, CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management, Virtual Event, E1

conference

Representation Learning for Short Text Clustering

H Yin, X Song, S Yang, G Huang, J Li

(2021), Vol. 13081, pp. 321-335, WISE 2021 : Proceedings of the 22nd International Conference on Web Information Systems Engineering 2021, Melbourne, Vic., E1

conference

Optimal Subgraph Matching Queries over Distributed Knowledge Graphs Based on Partial Evaluation

J Xing, B Liu, J Li, F Choudhury, X Wang

(2021), Vol. 13080 LNCS, pp. 274-289, WISE 2021 : Proceedings of the 22nd International Conference on Web Information Systems Engineering 2021, Melbourne, Vic, E1

conference

Web of Students: Class-Level Friendship Network Discovery from Educational Big Data

T Guo, T Tang, D Zhang, J Li, F Xia

(2021), Vol. 13080, pp. 497-511, WISE 2021 : Proceedings of the 22nd Web Information Systems Engineering International Conference, Melbourne, Vic., E1

conference
2020

Distributed Pregel-based provenance-aware regular path query processing on RDF knowledge graphs

X Wang, S Wang, Y Xin, Y Yang, J Li, X Wang

(2020), Vol. 23, pp. 1465-1496, World Wide Web, C1

journal article

A shared bus profiling scheme for smart cities based on heterogeneous mobile crowdsourced data

X Kong, F Xia, J Li, M Hou, M Li, Y Xiang

(2020), Vol. 16, pp. 1436-1444, IEEE Transactions on Industrial Informatics, Piscataway, N.J., C1

journal article

Secure range query over encrypted data in outsourced environments

N Cui, X Yang, B Wang, J Geng, J Li

(2020), Vol. 23, pp. 491-517, World Wide Web, Berlin, Germany, C1

journal article

A sentiment analysis method of capsule network based on BiLSTM

Y Dong, Y Fu, L Wang, Y Chen, Y Dong, J Li

(2020), Vol. 8, pp. 37014-37020, IEEE Access, Piscataway, N.J., C1

journal article

Semi-Supervised Community Detection via Constraint Matrix Construction and Active Node Selection

Suqi Zhang, Junyan Wu, Jianxin Li, Junhua Gu, Xianchao Tang, Xinyun Xu

(2020), Vol. 8, pp. 39078-39090, IEEE Access, Piscataway, N.J., C1

journal article

Community-diversified influence maximization in social networks

J Li, T Cai, K Deng, X Wang, T Sellis, F Xia

(2020), Vol. 92, Information Systems, C1

journal article

Efficient targeted influence minimization in big social networks

X Wang, K Deng, J Li, J Yu, C Jensen, X Yang

(2020), Vol. 23, pp. 2323-2340, World Wide Web, C1

journal article

MODEL: Motif-Based Deep Feature Learning for Link Prediction

L Wang, J Ren, B Xu, J Li, W Luo, F Xia

(2020), Vol. 7, pp. 503-516, IEEE Transactions on Computational Social Systems, C1

journal article

Machine-learning-assisted shear strength prediction of reinforced concrete beams with and without stirrups

J Zhang, Y Sun, G Li, Y Wang, J Sun, J Li

(2020), pp. 1-15, Engineering with computers, London, Eng., C1

journal article

Anchor Vertex Selection for Enhanced Reliability of Traffic Offloading Service in Edge-Enabled Mobile P2P Social Networks

Hengda Zhang, Xiaofei Wang, Hao Fan, Taotao Cai, Jianxin Li, Xiuhua Li, Victor Leung

(2020), Vol. 5, pp. 217-224, Journal of Communications and Information Networks, Beijing, China, C1

journal article

Generative Adversarial Nets Enhanced Continual Data Release Using Differential Privacy

S Ho, Y Qu, L Gao, J Li, Y Xiang

(2020), pp. 418-426, ICA3PP 2019 : Algorithms and architectures for parallel processing : 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Melbourne, Victoria, E1

conference

CrashSim: an efficient algorithm for computing SimRank over static and temporal graphs

Mo Li, Farhana Choudhury, Renata Borovica-Gajic, Zhiqiong Wang, Junchang Xin, Jianxin Li

(2020), pp. 1141-1152, ICDE 2020 : Proceedings of the IEEE 36th International Conference on Data Engineering, Dallas, Tex., E1

conference

SVkNN: efficient secure and verifiable k-nearest neighbor query on the cloud platform *

Ningning Cui, Xiaochun Yang, Bin Wang, Jianxin Li, Guoren Wang

(2020), pp. 253-264, ICDE 2020 : Proceedings of the IEEE 36th International Conference on Data Engineering, Dallas, Tex., E1

conference

Anchored vertex exploration for community engagement in social networks

Taotao Cai, Jianxin Li, Nur Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis

(2020), pp. 409-420, ICDE 2020 : Proceedings of the IEEE 36th International Conference on Data Engineering, Dallas, Tex., E1

conference

D2D-LSTM: LSTM-based path prediction of content diffusion tree in device-to-device social networks

Heng Zhang, Xiaofei Wang, Jiawen Chen, Chenyang Wang, Jianxin Li

(2020), pp. 295-302, AAAI 2020 : Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, the Thirty-Second Conference on Innovative Applications of Artificial Intelligence and the Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, New York, N.Y., E1

conference

TransRHS: a representation learning method for knowledge graphs with relation hierarchical structure

Fuxiang Zhang, Xin Wang, Zhao Li, Jianxin Li

(2020), pp. 2987-2993, IJCAI 2020 : Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, Yokohama, Japan, E1

conference

Finding effective geo-social group for impromptu activities with diverse demands

Lu Chen, Chengfei Liu, Rui Zhou, Jiajie Xu, Jeffrey Yu, Jianxin Li

(2020), pp. 698-708, KDD '20 : Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Virtual Event, USA, E1

conference

Seeds selection for influence maximization based on device-to-device social knowledge by reinforcement learning

X Tong, H Fan, X Wang, J Li, X Wang

(2020), Vol. 12275, pp. 155-167, KSEM 2020 : Proceedings of the 13th International Conference on Knowledge Science, Engineering and Management, Hangzhou, China/Online, E1

conference

Business location selection based on geo-social networks

Q Zeng, M Zhong, Y Zhu, J Li

(2020), Vol. 12114, pp. 36-52, DASFAA 2020 : Proceedings of the 25th International Conference on Database Systems for Advanced Applications, Jeju, South Korea, E1

conference

PDKE: an efficient distributed embedding framework for large knowledge graphs

S Dong, X Wang, L Chai, J Li, Y Yang

(2020), Vol. LNCS Vol 12113, pp. 588-603, DASFAA 2020 : Proceedings of the 25th International Conference on Database Systems for Advanced Applications, Jeju, South Korea, E1

conference

Detecting topic and sentiment dynamics due to COVID-19 pandemic using social media

Hui Yin, Shuiqiao Yang, Jianxin Li

(2020), Vol. LNCS 12447, pp. 610-623, ADMA 2020 : Proceedings of the 16th International Conference on Advanced Data Mining and Applications, Foshan, China, E1

conference
2019

Efficient Structural Clustering on Probabilistic Graphs

Y Qiu, R Li, J Li, S Qiao, G Wang, J Yu, R Mao

(2019), Vol. 31, pp. 1954-1968, IEEE Transactions on Knowledge and Data Engineering, C1

journal article

Root Cause Analysis of Traffic Anomalies Using Uneven Diffusion Model

G Huang, K Deng, Y Ren, J Li

(2019), Vol. 7, pp. 16206-16216, IEEE Access, Piscataway, N.J., C1

journal article

Discovering and tracking query oriented active online social groups in dynamic information network

M Anwar, C Liu, J Li

(2019), Vol. 22, pp. 1819-1854, World Wide Web, C1-1

journal article

Evidence-driven dubious decision making in online shopping

Q Tian, J Li, L Chen, K Deng, R Li, M Reynolds, C Liu

(2019), Vol. 22, pp. 2883-2899, World Wide Web, C1-1

journal article

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

X Kong, M Li, J Li, K Tian, X Hu, F Xia

(2019), Vol. 22, pp. 1029-1054, World Wide Web, C1-1

journal article

Efficient subgraph matching on large RDF graphs using MapReduce

X Wang, L Chai, Q Xu, Y Yang, J Li, J Wang, Y Chai

(2019), Vol. 4, pp. 24-43, Data science and engineering, [Berlin, Germany], C1

journal article

Transmission Line Ice Coating Prediction Model Based on EEMD Feature Extraction

H Li, Y Chen, G Zhang, J Li, N Zhang, B Du, H Liu, N Xiong

(2019), Vol. 7, pp. 40695-40706, IEEE Access, C1-1

journal article

Discovering transit-oriented development regions of megacities using heterogeneous urban data

X Kong, F Xia, K Ma, J Li, Q Yang

(2019), Vol. 6, pp. 943-955, IEEE transactions on computational social systems, Piscataway, N.J., C1

journal article

Location prediction in large-scale social networks: an in-depth benchmarking study

N Al Hasan Haldar, J Li, M Reynolds, T Sellis, J Yu

(2019), Vol. 28, pp. 623-648, VLDB Journal, C1-1

journal article

Distributed subgraph matching on big knowledge graphs using Pregel

Qiang Xu, Xin Wang, Jianxin Li, Qingpeng Zhang, Lele Chai

(2019), Vol. 7, pp. 116453-116464, IEEE access, Piscataway, N.J., C1

journal article

Progressive average-based smart meter privacy enhancement using rechargeable batteries

I Natgunanathan, M Hossain, Y Xiang, L Gao, D Peng, J Li

(2019), Vol. 6, pp. 9816-9828, IEEE internet of things journal, Piscataway, N.J., C1

journal article

Community aware personalized hashtag recommendation in social networks

A Alsini, A Datta, D Huynh, J Li

(2019), Vol. 996, pp. 216-227, AusDM 2018 : Proceedings of the 16th Australiasian Data Mining Conference 2018, Bathurst, N.S.W., E1-1

conference

Sentiment correlation discovery from social media to share market

S Xie, M Li, J Li

(2019), pp. 1-8, ASCW 2019 : Proceedings of the 2019 Australasian Computer Science Week Multiconference, Sydney, N.S.W., E1-1

conference

KGVis: an interactive visual query language for knowledge graphs

X Wang, Q Fu, J Mei, J Li, Y Yang

(2019), Vol. 11448, pp. 538-541, DASFAA 2019 : Proceedings of the 24th International Conference on Database Systems for Advanced Applications 2019, Chiang Mai, Thailand, E1

conference

Towards both local and global query result diversification

M Zhong, H Cheng, Y Wang, Y Zhu, T Qian, J Li

(2019), Vol. 11447, pp. 464-481, DASFAA 2019 : Proceedings of the 24th International Conference on Database Systems for Advanced Applications 2019, Chiang Mai, Thailand, E1

conference

Contextual community search over large social networks

L Chen, C Liu, K Liao, J Li, R Zhou

(2019), pp. 88-99, ICDE 2019 : Proceedings of the 2019 IEEE 35th International Conference on Data Engineering, Macao, China, E1

conference

When geo-text meets security: privacy-preserving boolean spatial keyword queries

N Cui, Jianxin Li, X Yang, B Wang, M Reynolds, Yong Xiang

(2019), pp. 1046-1057, ICDE 2019 : Proceedings of the 2019 IEEE 35th International Conference on Data Engineering, Macao, China, E1

conference

Correlate influential news article events to stock quote movement

A Mandalapu, S Gunabalan, A Sadineni, T Cai, N Al Hasan Haldar, J Li

(2019), Vol. 11888, pp. 331-342, ADMA 2019 : Proceedings of the 15th Advanced Data Mining and Applications International Conference, Dalian, China, E1

conference

Predictive representation learning in motif-based graph networks

K Zhang, S Yu, L Wan, J Li, F Xia

(2019), Vol. 11919, pp. 177-188, AI 2019: Advances in artificial intelligence : Proceedings of the 32nd Australasian Joint Conference on Artificial Intelligence 2019, Adelaide, S. Aust., E1

conference

Structural role enhanced attributed network embedding

Z Li, X Wang, J Li, Q Zhang

(2019), Vol. 11881, pp. 568-582, WISE 2019 : Proceedings of the 20th International Conference on Wed Information Systems Engineering, Hong Kong, China, E1

conference

The item response theory model for an AI-based adaptive learning system

W Cui, Z Xue, J Shen, G Sun, J Li

(2019), pp. 1-6, ITHET 2019 : Proceedings of the 18th International Conference on Information Technology Based Higher Education and Training 2019, Magdeburg, Germany, E1

conference
2018

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

F Xia, J Wang, X Kong, Z Wang, J Li, C Liu

(2018), Vol. 56, pp. 142-149, IEEE Communications Magazine, C1

journal article

Maximum co-located community search in large scale social networks

Lu Chen, Chengfei Liu, Rui Zhou, Jianxin Li, Xiaochun Yang, Bin Wang

(2018), Vol. 11, pp. 1233-1246, Proceedings of the VLDB Endowment, New York, N.Y., C1

journal article

The flexible socio spatial group queries

Bishwamittra Ghosh, Mohammed Ali, Farhana Choudhury, Sajid Apon, Timos Sellis, Jianxin Li

(2018), Vol. 12, pp. 99-111, Proceedings of the VLDB Endowment, New York, N.Y., C1-1

journal article

Influence Propagation Model for Clique-Based Community Detection in Social Networks

N Alduaiji, A Datta, J Li

(2018), Vol. 5, pp. 563-575, IEEE Transactions on Computational Social Systems, C1-1

journal article

Asymmetric commutative encryption scheme based efficient solution to the millionaires' problem

M Liu, P Nanda, X Zhang, C Yang, S Yu, J Li

(2018), pp. 990-995, IEEE TrustCom & BigDataSE 2018 : Proceedings of the 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering Combined Conference, New York, New York, E1

conference

Stock market analysis using social networks

Man Li, Chi Yang, Jin Zhang, Deepak Puthal, Yun Luo, Jianxin Li

(2018), pp. 19:1-19:10, ACSW '18 : Proceedings of the Australasian Computer Science Week Multiconference, Brisbane, Qld., E1-1

conference

Uncovering attribute-driven active intimate communities

Md Anwar, Chengfei Liu, Jianxin Li

(2018), Vol. 10837, pp. 109-122, ADC 2018 : Proceedings of the Australasian Database Conference, Gold Coast, Qld., E1-1

conference

Representation learning with depth and breadth for recommendation using multi-view data

Xiaotian Han, Chuan Shi, Lei Zheng, Philip Yu, Jianxin Li, Yuanfu Lu

(2018), Vol. 10987, pp. 181-188, APWeb-WAIM 2018 : Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, Macau, China, E1-1

conference

StarMR: an efficient star-decomposition based query processor for SPARQL basic graph patterns using MapReduce

Qiang Xu, Xin Wang, Jianxin Li, Ying Gan, Lele Chai, Junhu Wang

(2018), Vol. 10987, pp. 415-430, APWeb-WAIM 2018 : Proceedings of the Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, Macau, China, E1-1

conference

Sample location selection for efficient distance-aware influence maximization in geo-social networks

Ming Zhong, Qian Zeng, Yuanyuan Zhu, Jianxin Li, Tieyun Qian

(2018), Vol. 10827, pp. 355-371, DASFAA 2018 : Proceedings of the 23rd International Conference on Database Systems for Advanced Applications, Gold Coast, Qld., E1-1

conference

Targeted influence minimization in social networks

Xinjue Wang, Ke Deng, Jianxin Li, Jeffrey Yu, Christian Jensen, Xiaochun Yang

(2018), Vol. 10939, pp. 689-700, PAKDD 2018 : Advances in knowledge discovery and data mining : 22nd Pacific-Asia Conference, Melbourne, Vic, Australia, June 3–6, 2018 Proceedings, Part III, Melbourne, Vic., E1-1

conference
2017

Geo-social influence spanning maximization

Jianxin Li, Timos Sellis, J Culpepper, Zhenying He, Chengfei Liu, Junhu Wang

(2017), Vol. 29, pp. 1653-1666, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1-1

journal article

Efficient distance-based representative skyline computation in 2D space

R Mao, T Cai, R Li, J Yu, J Li

(2017), Vol. 20, pp. 621-638, World Wide Web, C1-1

journal article

Empirical analysis of factors influencing twitter hashtag recommendation on detected communities

Areej Alsini, Amitava Datta, Jianxin Li, Du Huynh

(2017), Vol. 10604, pp. 119-131, ADMA 2017 : Proceedings of the 13th International Conference on Advanced Data Mining and Applications, Singapore, E1-1

conference

Most influential community search over large social networks

Jianxin Li, Xinjue Wang, Ke Deng, Xiaochun Yang, Timos Sellis, Jeffrey Yu

(2017), pp. 871-882, ICDE 2017 : Proceedings of the IEEE 33rd International Conference on Data Engineering, San Diego, California, E1-1

conference

Discovering and tracking active online social groups

Md Anwar, Chengfei Liu, Jianxin Li, Tarique Anwar

(2017), Vol. 10569, pp. 59-74, WISE 2017: International Conference on Web Information Systems Engineering, Puschino, Russia, E1-1

conference

iTopic: influential topic discovery from information networks via keyword query

Jianxin Li, Chengfei Liu, Lu Chen, Zhenying He, Amitava Datta, Feng Xia

(2017), pp. 231-235, WWW '17 : Proceedings of the 26th International Conference on World Wide Web Companion, Perth, W.A., E1-1

conference

Overview of influence maximization in social media data analytics

Jianxin Li

(2017), pp. 1201-1201, WWW '17 Companion : Proceedings of the 26th International Conference on World Wide Web Companion, Perth, W. A., E1-1

conference
2016

Finding smallest k-Compact tree set for keyword queries on graphs using mapreduce

C Liu, L Yao, J Li, R Zhou, Z He

(2016), Vol. 19, pp. 499-518, World Wide Web, C1-1

journal article

Access time oracle for planar graphs

Ke Deng, Jianxin Li, Chaoyi Pang, Jiuyong Li, Xiaofang Zhou

(2016), Vol. 28, pp. 1959-1970, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1-1

journal article

Personalized Influential Topic Search via Social Network Summarization

J Li, C Liu, J Yu, Y Chen, T Sellis, J Shane Culpepper

(2016), Vol. 28, pp. 1820-1834, IEEE Transactions on Knowledge and Data Engineering, C1-1

journal article

Temporal interaction biased community detection in social networks

Noha Alduaiji, Jianxin Li, Amitava Datta, Xiaolu Lu, Wei Liu

(2016), Vol. 10086, pp. 406-419, ADMA 2016 : Proceedings of the 12th International Conference on Advanced Data Mining and Applications 2016, Gold Coast, Qld., E1-1

conference

Efficient batch processing for multiple keyword queries on graph data

Lu Chen, Chengfei Liu, Xiaochun Yang, Bin Wang, Jianxin Li, Rui Zhou

(2016), pp. 1261-1270, CIKM 2016 : Proceedings of the 25th ACM International Conference on Information and Knowledge Management, Indianapolis, Ind., E1-1

conference

The optimal distribution of electric-vehicle chargers across a city

C Liu, K Deng, C Li, J Li, Y Li, J Luo

(2016), pp. 261-270, ICDM 2016 : Proceedings 2016 IEEE 16th International Conference on Data Mining, Barcelona, Spain, E1-1

conference
2015

Query-driven frequent co-occurring term computation over relational data using MapReduce

Jianxin Li, Chengfei Liu, Rui Zhou, Jeffrey Yu

(2015), Vol. 58, pp. 497-513, Computer journal, Oxford, Eng., C1-1

journal article

Efficient answering of why-not questions in similar graph matching

Md Islam, Chengfei Liu, Jianxin Li

(2015), Vol. 27, pp. 2672-2686, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1-1

journal article

Context-based diversification for keyword queries over XML data

Jianxin Li, Chengfei Liu, Jeffrey Yu

(2015), Vol. 27, pp. 660-672, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1-1

journal article

Predicting the spread of a new tweet in twitter

Md Anwar, Jianxin Li, Chengfei Liu

(2015), Vol. 9093, pp. 104-116, ADC 2015 : Proceedings of the Australian Database Conference : Databases Theory and Applications, Melbourne, Victoria, E1-1

conference
2014

XML keyword search with promising result type recommendations

Jianxin Li, Chengfei Liu, Rui Zhou, Wei Wang

(2014), Vol. 17, pp. 127-159, World wide web, New York, N.Y., C1-1

journal article

XBridge-Mobile: efficient XML keyword search on mobile web data

Jianxin Li, Chengfei Liu, Jiajie Xu

(2014), Vol. 96, pp. 631-650, Computing, Vienna, Austria, C1-1

journal article

Quasi-SLCA based keyword query processing over probabilistic XML data

Jianxin Li, Chengfei Liu, Rui Zhou, Jeffrey Yu

(2014), Vol. 26, pp. 957-969, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1-1

journal article

Evaluating irredundant maximal contained rewritings for XPath queries on views

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jeffrey Yu

(2014), Vol. 57, pp. 1674-1692, Computer journal, Oxford, Eng., C1-1

journal article

Keyword-based correlated network computation over large social media

Jianxin Li, Chengfei Liu, Md Islam

(2014), pp. 268-279, ICDE 2014 : Proceedings of the 2014 IEEE 30th International Conference on Data Engineering, Chicago, Ill., E1-1

conference
2013

ELCA evaluation for keyword search on probabilistic XML data

Rui Zhou, Chengfei Liu, Jianxin Li, Jeffrey Yu

(2013), Vol. 16, pp. 171-193, World wide web, New York, N.Y., C1-1

journal article

Efficient computation of multiple XML keyword queries

Liang Yao, Chengfei Liu, Jianxin Li, Rui Zhou

(2013), Vol. 8180, pp. 368-381, WISE 2013 : International Conference on Web Information Systems Engineering, Nanjing, China, E1-1

conference
2012

Finding maximal k-edge-connected subgraphs from a large graph

R Zhou, C Liu, J Yu, W Liang, B Chen, J Li

(2012), pp. 480-491, EDBT '12: Proceedings of the 15th International Conference on Extending Database Technology, Berlin, Germany, E1-1

conference
2011

XClean: providing valid spelling suggestions for XML keyword queries

Yifei Lu, Wei Wang, Jianxin Li, Chengfei Liu

(2011), pp. 661-672, ICDE 2011 : Proceedings of the 27th International Conference on Data Engineering, Hannover, Germany, E1-1

conference

Top-k keyword search over probabilistic XML data

Jianxin Li, Chengfei Liu, Rui Zhou, Wei Wang

(2011), pp. 673-684, ICDE 2011 : Proceedings of the 27th International Conference on Data Engineering, Hannover, Germany, E1-1

conference

Evaluating contained rewritings for XPath queries on materialized views

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu

(2011), pp. 481-495, DASFAA 2011 : Proceedings of the 16th International Conference on Database Systems for Advanced Applications 2011, Hong Kong, China, E1-1

conference
2010

A query system for XML data stream and its semantics-based buffer reduction

Chi Yang, Chengfei Liu, Jianxin Li, Jeffrey Yu, Junhu Wang

(2010), Vol. 42, pp. 111-128, Journal of research and practice in information technology, Sydney, N.S.W., C1-1

journal article

Adaptive relaxation for querying heterogeneous XML data sources

Chengfei Liu, Jianxin Li, Jeffrey Yu, Rui Zhou

(2010), Vol. 35, pp. 688-707, Information systems, Amsterdam, The Netherlands, C1-1

journal article

Suggestion of promising result types for XML keyword search

Jianxin Li, Chengfei Liu, Rui Zhou, Wei Wang

(2010), pp. 561-572, EDBT 2010 : Proceedings of the 13th International Conference on Extending Database Technology, Lausanne, Switzerland, E1-1

conference

Fast ELCA computation for keyword queries on XML data

R Zhou, C Liu, J Li

(2010), pp. 549-560, EDBT 2010 : Proceedings of the 13th International Conference on Extending Database Technology, Lausanne, Switzerland, E1-1

conference

Matching top-k answers of twig patterns in probabilistic XML

Bo Ning, Chengfei Liu, Jeffrey Yu, Guoren Wang, Jianxin Li

(2010), pp. 125-139, DASFAA : Proceedings of the 15th International Conference on Database Systems for Advanced Applications, Tsukuba, Japan, E1-1

conference
2009

Containment between unions of XPath queries

Rui Zhou, Chengfei Liu, Junhu Wang, Jianxin Li

(2009), pp. 405-420, DASFAA 2009 : Proceedings of the 14th International Conference on Database Systems for Advanced Applications, Brisbane, Qld., E1-1

conference

Processing XML keyword search by constructing effective structured queries

J Li, C Liu, R Zhou, B Ning

(2009), Vol. 5446, pp. 88-99, APWeb/WAIM 2009 : Proceedings of the Joint International Conferences on Asia-Pacific Web Conference and Web-Age Information Management, Suzhou, China, E1-1

conference
2008

Fast XML structural join algorithms by partitioning

Nan Tang, Jeffrey Yu, Kam-Fai Wong, Jianxin Li

(2008), Vol. 40, pp. 33-54, Journal of research and practice in information technology, Sydney, N.S.W., C1-1

journal article

Semantics based buffer reduction for queries over XML data streams

Chi Yang, Chengfei Liu, Jianxin Li, Jeffrey Yu, Junhu Wang

(2008), Vol. 75, pp. 145-153, ADC 2008 : Proceedings of the Nineteenth Australasian Database Conference 2008, Wollongong, N.S.W., E1-1

conference

Computing structural similarity of source XML schemas against domain XML schema

Jianxin Li, Chengfei Liu, Jeffrey Yu, Jixue Liu, Guoren Wang, Chi Yang

(2008), pp. 155-164, ADC 2008 : Proceedings of the Nineteenth Australasian Database Conference 2008, Wollongong, N.S.W., E1-1

conference

Efficient top-k search across heterogeneous XML data sources

Jianxin Li, Chengfei Liu, Jeffrey Yu, Rui Zhou

(2008), pp. 314-329, DASFAA 2008 : Proceedings of the 13th International Conference Database Systems for Advanced Applications, New Delhi, India, E1-1

conference

Holistic constraint-preserving transformation from relational schema into XML schema

Rui Zhou, Chengfei Liu, Jianxin Li

(2008), pp. 4-18, DASFAA 2008 : Proceedings of the 13th International Conference on Database Systems for Advanced Applications, New Delhi, India, E1-1

conference

Filtering techniques for rewriting XPath queries using views

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang

(2008), pp. 307-320, WISE 2008 : Proceedings of the 9th International Conference on Web Information Systems Engineering 2008, Auckland, N.Z., E1-1

conference
2007

An index for supporting XML structural join efficiently and effectively-CATI

Y Yu, G Wang, H Zhang, J Li

(2007), Vol. 44, pp. 111-118, Journal of computer research and development, [Beijing, China], C1-1

journal article
2006

Designing quality XML schemas from E-R diagrams

Chengfei Liu, Jianxin Li

(2006), pp. 508-519, WAIM 2006 : Proceedings of the 7th International Conference on Web-Age Information Management, Hong Kong, China, E1-1

conference
2005

Accelerating XML structural join by partitioning

N Tang, J Yu, K Wong, K Lü, J Li

(2005), Vol. 3588, pp. 280-289, DEXA 2005 : Proceedings of the 16th International Conference on Database and Expert Systems Applications 2005, Copenhagen, Denmark, E1-1

conference
2004

Parallel structural join algorithms

J Li, G Wang, N Tang, B Wang, Y Yu, H Zhang

(2004), Vol. 41, pp. 1768-1773, Journal of computer research and development, Beijing, China, C1-1

journal article

Funded Projects at Deakin

Australian Competitive Grants

Effective and efficient query processing over dynamic social networks

Timoleon Sellis, A/Prof Jianxin Li, Ke Deng

ARC - Discovery Projects

  • 2019: $49,949

Personalised Online Learning Analytics by Exploring Multilayer Graph Data

A/Prof Jianxin Li, Prof Chengfei Liu, Ke Deng, Dr Tim Song

ARC Linkage - Projects

  • 2021: $133,900
  • 2020: $134,156
  • 2019: $124,787

Other Public Sector Funding

Multilingual COVID-19 Fake News Detection and Intervention

A/Prof Xiao Liu, A/Prof Jianxin Li

VESKI Study Melbourne Research Partnerships

  • 2022: $140,000
  • 2021: $35,000

Patients-Product-Practioners Data Insights and Mutual Relationships towards Medicinal Cannabis.

A/Prof Jianxin Li, Dr Borui Cai, Mr Uno Fang

International Education Resilience Fund

  • 2022: $15,000

Industry and Other Funding

Personalised Online Learning Analytics by Exploring Multilayer Graph Data

A/Prof Jianxin Li, Prof Chengfei Liu, Ke Deng, Dr Tim Song

WestNeo Technologies, Australian Education & Migration Services Pty Ltd

  • 2022: $61,090
  • 2021: $129,318
  • 2020: $17,278
  • 2019: $39,524

Social media data driven marketing analytical system.

A/Prof Jianxin Li

The Trustee for the Metro Kitchen Uni Trust t /as Starmart Kitchens, Grand Century Homes

  • 2019: $42,911

The Vehicle Tracking System Research Project

A/Prof Jianxin Li

Osen Group Pty Ltd, Dongwei Group Pty Ltd

  • 2019: $45,380

Supervisions

Principal Supervisor
2023

Yunhao Fang

Thesis entitled: Smart Agriculture: Advancements on Plant Disease Detection with Big Data and Deep Learning

Doctor of Philosophy (Information Technology), School of Information Technology

2022

Hui Yin

Thesis entitled: Deep learning based online short text analysis

Doctor of Philosophy (Information Technology), School of Information Technology

Xiangyu Song

Thesis entitled: Effective Sequential Learning for Students' Performance Prediction

Doctor of Philosophy (Information Technology), School of Information Technology

2020

Taotao Cai

Thesis entitled: Efficient Computation of Influential Users in Social Networks

Doctor of Philosophy (Information Technology), School of Information Technology

Associate Supervisor
2023

Junfeng Wu

Thesis entitled: Emerging Pattern Mining from Scientific Publications for Frontier Topic Prediction

Doctor of Philosophy (Information Technology), School of Information Technology