Biography
Xiao Liu received his PhD degree in Computer Science and Software Engineering from the Faculty of Information and Communication Technologies at Swinburne University of Technology, Melbourne, Australia in 2011. He received his Master and Bachelor degrees from the School of Management, Hefei University of Technology, Hefei, China, in 2007 and 2004 respectively, all in Information Management and Information System. He is currently an Associate Professor and Director for the Software Engineering Innovation Lab at School of Information Technology, Deakin University, Melbourne, Australia. Before that, he was an Associate Professor at Software Engineering Institute, East China Normal University, Shanghai, China. His research areas include Software Engineering, Distributed Computing and Service Computing, with special interests in workflow systems, cloud and edge computing, big data analytics, and human-centric software engineering. He is a Senior Member of IEEE and ACM.
Read more on Xiao's profileCareer highlights
- Jan. 2021 to Date: Associate Professor
- Jan. 2018 to Date: Associate Head Of School (International), School of Information Technology, Deakin University, Melbourne, Australia
- Oct. 2015 to 2020: Senior Lecturer and Coordinator of China Partnerships, School of Information Technology, Deakin University, Melbourne, Australia
- July 2014 to Sept. 2015: Assistant to the Dean, Software Engineering Institute, East China Normal University, China
- Jan. 2013 to Sept. 2015: Associate Professor, Software Engineering Institute, East China Normal University, China
- Dec. 2010 to Dec. 2012: Postdoctoral Research Fellow, Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia
- Feb. 2008 to Feb. 2012, Sessional Lecturer/Tutor, Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia
Research interests
- Please visit here for current and past research projects, and visit here for current and past research students
- Human-Centric Software Engineering (Human Factors, AI and VR Enabled Requirements Engineering)
- Edge and Cloud Computing (Edge Intelligence, Quality of Service, Task Scheduling, Energy Saving)
- Software and System Process (Temporal Verification, Software Process)
- Scientific and Business Workflow Management
- Social Media and Online Misinformation Management
- Social and Service Recommendation
Teaching interests
- Programming
- Cloud Computing
- Software Engineering
Units taught
- List of Units Taught at Deakin
- SIT102 Introduction to Programming
- SIT172 Programming for Engineers
- SIT221 Data Structures and Algorithms
- SIT222 Operating System Concepts
- SIT321 Software Engineering
- SIT105 Thinking Technology and Design
- Introduction to Cloud Computing and Big Data
- Distributed Computing: Cloud Computing with Window Azure Platform
- Web Programming
- Software Engineering Project
Knowledge areas
- Software Engineering
- Service Computing
- Cloud, Fog, Mobile Edge Computing
- Business and Scientific Workflow Systems
- Big Data in Social Network and Healthcare Systems
Professional activities
- Senior Member of IEEE
- Senior Member of ACM
- Member of CCF, CCF Task Committee on Software Engineering
- Member of Australian Information Security Association (AISA)
Editorial Board (Current):
- Associate Editor, Elsevier Journal of Systems and Software, https://www.journals.elsevier.com/journal-of-systems-and-software
- Associate Editor, IEEE Access, https://ieeeaccess.ieee.org/
- Area Editor, Elsevier Array, https://www.journals.elsevier.com/array
- Editorial Board Member, Human-Centric Intelligent Systems, https://www.springer.com/journal/44230
- Associate Editor: Frontiers in the Internet of Things (IoT Computing Paradigms), https://www.frontiersin.org/journals/the-internet-of-things
- Leading Guest Editor for Speical issues such as JSS, FGCS, CCPE, Sensors
- Visit here for more research community servcies
Recent Conference Organisation (PC Chair/Session Chair/PC Member):
ICSE2024 (NIER Track), ESEC/FSE2023 (ACM SRC Track), ASE2023 (Demo Track), ICSOC2023, IEEE ICWS2023, ICSSP2023, ICSE2023 (NIER and Demo Track), ASE2022 (NIER Track), Edge2022, SCC2022, RE2022 (Publication Co-Chair), ICWS2021 (Track Chair), ASE2021 (Proceedings Chair, PC for NIER and LBR Track), SCC2021, CCGrid2021, ASE2020 (LBR Track), PerCom2020 (WIP Track), ICWS2020, SCC2020, CCGrid2020, ASE2020 (Publicity Chair), ICA3PP2019, ICWS2019, ICSOC2018 Worksho Co-Chair, ICWS2018, CCBPM2018 (PC Co-Chair), APSEC2017 (Publicatioin Chair), ICWS2017, Edge2017, ACSW2017 (Publication Chair), AusPDC2017 (Program Co-Chair).
Research groups
Software Engineering Innovation Lab (SEIL)
Security and PrivacY Research in IoT Lab (SPYRIT)
Awards
- 2022 Vice-Chancellor's Award for Outstanding Contribution to Environmental Sustainability (in recognition of our Artificial Intelligence Competition for Sustainable Development Goals organised for international high-school students)
- Outstanding Service as Proceedings Chair, IEEE/ACM International Conference on Automated Software Engineering, 2021
- 1st Prize, 2021 China Service, Project title "EdgeWorkflow - One-Click to Deploy Your Workflow Application to the Edge", project team formed by students from Deakin-AHU ISEC Lab, 2021
- School of IT staff award for SIT International Team, Excellence in enriching international student experience through online engagement activities, 2021.
- ASE2020 Distinguished LBR Paper Award
- Best Reviewers for 2019, Journal of Systems and Software
- Best Student Paper Award, 19th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP2019), 2019.
- Best Reviewers for 2018, Journal of Systems and Software
- School of IT staff award for excellence in advancing international partnerships, Deakin University, 2017.
- Nomination Award for Outstanding Young Scientists, ACM and CCF (Shanghai Chapter), 2014.
- Finalist, ACAA - Young Australia China Alumni of the Year Award, 2014.
- Best Student Paper, 2014 International Conference on Cloud Computing and Big Data, 2014.
- Second Prize, National Contest for Cloud Computing Application, Ministry of Education, China, 2015.
- Microsoft Pioneer Award for Teaching Cloud Computing, 2014.
- 2009 Chinese Government Award for Outstanding Self-Financed Students Abroad, 2010.
- International Postgraduate Research Scholarships (IPRS), Australia Government, 2007-2010.
- Swinburne University Postgraduate Research Awards (SUPRA), Swinburne University of Technology, 2007-2010.
- Best PhD Thesis Award, Faculty of Information and Communication Technologies, Swinburne University of Technology, 2011.
Projects
- Please visit here for some of my research projects: https://sites.google.com/site/drxiaoliu/research/projects
- Please visit here for some research demo vidoes https://sites.google.com/site/drxiaoliu/research/prototypes-and-demos
Projects as Lead Chief Investigator
- X. Liu and H. Arini, Building resilience in at-risk rural communities through improving media communication on climate change policies, Australia – Indonesia Research Collaboration Grants 2023 (KONEKSI), AU$350K, 2023-2024. (Media Release)
- X. Liu and J. Li, "Multilingual COVID-19 Fake News Detection and Intervention", AU$175K, Study Melbourne Research Partnership Grant, 2021-2022. Project website: https://counterinfodemic.org/
- X. Liu, F. Jiang, S. Chen, Build Al into Edge Computing with Blockchain, CSIRO Scholarship, $30K, 2021-2024.
- X. Liu and G. Li, "Building a Secure Cloud-based Collaborative CRM System", AU$50K (Industry)+AU$15K (School), 2018-2019.
- X. Liu, F. Chen, G. Li, F. Jiang, “From the cloud to the fog: cost-effective big data placement for mobile social networks”, School of IT Research Funding (AU25K$), Deakin University, 2018.
- X. Liu and D. Yuan, Smart Data Placement for Enabling Collaboration Among Fog Computing Nodes, Faculty Research Grants Scheme, Deakin University, 2018.
- X. Liu and Y. Xiang, Investigating How to Build Secure and Energy-Efficient Mobile Cloud Apps, AU$50K (Industry) + AU$10K (School Match-up), 2017-2018.
- X. Liu, Scheduling Strategy for Data Intensive Workflows in Hybrid Clouds, National Science Foundation of China, RMB 270K, 2014-2016.
- X. Liu, Data Management for Data Intensive Cloud Workflows, Fundamental Research Funds for the Central Universities, RBM100K, Ministry of Education, China, 2013-2014.
- X. Liu, Scientific Research Foundation for the Returned Overseas Chinese Scholars, RMB35K, Ministry of Education, China, 2013-2014.
- X. Liu and Y. Jiang, APP Recommendation based on Social Network, RMB100K, CCF-Tencent Open Fund, 2014-2015.
Projects as CI/Partner Investigator
- An artificial intelligence fact checking tool for the identification of vaccine misinformation, A/Prof. Hassan Vally, A/Prof. Xiao Liu, Prof. Catherine Bennet, Centre for Innovation in Infectious Disease and Immunology Research Seed Funding ($10,000) + SIT Strategic Co-funding Grant ($5,000), 2023.
- 3D Object Matching, Dr Xuequan Lu, Prof John Yearwood, A/Prof Xiao Liu, AU$100,000 (Industry) + AU$40,000 (University Match-up), Industry project, 2022.
- Multimedia Attack and Optimisation on Robustness for Personalised Recommender Systems (CI Prof. Yuanchun Jiang at Hefei University of Technology, China), National Natural Science Foundation of China, ARC equivalent, $100,000, 2022-2025.
- Task Offloading and Scheduling for Business Process Systems in Edge-Cloud Computing (CI Prof. Xuejun Li at Anhui University, China), National Natural Science Foundation of China, ARC equivalent, $125,000, 2020-2023.
- Intelligent Anomaly Detection System for Encrypted Network Traffic (CI Prof. Aswani Kumar at Vellore Institute of Technology, India), Scheme for Promotion of Academic and Research Collaboration (SPARC), $130,000, 2019-2021.
- Information Visualization System for Mongolian Traditional Patterns (CI Prof. Shaobo Li at Inner Mongolia Normal University, China), National Social Science Foundation of China, $42,000, 2021-2023.
Publications
Summarizing source code through heterogeneous feature fusion and extraction
J Guo, J Liu, X Liu, L Li
(2024), Vol. 103, pp. 1-16, Information Fusion, Amsterdam, The Netherlands, C1
B Huang, X Huang, X Liu, C Ding, Y Yin, S Deng
(2024), Vol. 215, pp. 169-179, Computer Communications, Amsterdam, The Netherlands, C1
HyperED: A hierarchy-aware network based on hyperbolic geometry for event detection
M Zhang, Z Xie, J Liu, X Liu, X Yu, B Huang
(2024), pp. 1-22, Computational Intelligence, London, Eng., C1
Securing Smart UAV Delivery Systems Using Zero Trust Principle-Driven Blockchain Architecture
C Dong, S Pal, Q An, A Yao, F Jiang, Z Xu, J Li, M Lu, Y Song, S Chen, X Liu
(2024), pp. 315-322, Proceedings of the 2023 IEEE International Conference on Blockchain 2023, Danzhou, China, E1
TBAF: A Two-Stage Biometric-Assisted Authentication Framework in Edge-Integrated UAV Delivery System
Z Zhang, H Wang, A Yao, X Li, F Jiang, J Xu, X Liu
(2024), Vol. 14493 LNCS, pp. 168-188, ICA3PP 2023 : Proceedings of the 26th International Conference on Algorithms and Architectures for Parallel Processing 2023, Tianjin, China, E1
We Will Find You: An Edge-Based Multi-UAV Multi-Recipient Identification Method in Smart Delivery Services
Y Xu, R Guo, J Kua, H Luo, Z Zhang, X Liu
(2024), Vol. 14490 LNCS, pp. 160-173, ICA3PP 2023 : Proceedings of the 26th International Conference on Algorithms and Architectures for Parallel Processing 2023, Tianjin, China, E1
Multi-UAV Collaborative Face Recognition for Goods Receiver in Edge-Based Smart Delivery Services
Y Xu, F Luan, J Kua, H Luo, Z Wang, X Liu
(2024), Vol. 14490 LNCS, pp. 217-235, ICA3PP 2023 : Proceedings of the 26th International Conference on Algorithms and Architectures for Parallel Processing 2023, Tianjin, China, E1
L Pan, X Liu, Z Jia, J Xu, X Li
(2023), Vol. 11, pp. 1334-1351, IEEE Transactions on Cloud Computing, Piscataway, N.J., C1
H Luo, T Chen, X Li, S Li, C Zhang, G Zhao, X Liu
(2023), pp. 4729-4741, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1
F Dong, X Ge, Q Li, J Zhang, D Shen, S Liu, X Liu, G Li, F Wu, J Luo
(2023), Vol. 134, Journal of Systems Architecture, C1
NRAND: An efficient and robust dismantling approach for infectious disease network
M Akhtar, J Liu, X Liu, S Ahmed, X Cui
(2023), Vol. 60, pp. 103221-103221, Information Processing and Management, C1
Service Routing in Multi-tier Edge Computing: A Matching Game Approach
S Wang, Y Guo, X Liu, A Zhou
(2023), Vol. 41, pp. 835-844, IEEE Journal on Selected Areas in Communications, Piscataway, N.J., C1
Contrastive Learning for Prediction of Alzheimer's Disease Using Brain 18F-FDG PET
Yonglin Chen, Huabin Wang, Gong Zhang, Xiao Liu, Wei Huang, Xianjun Han, Xuejun Li, Melanie Martin, Liang Tao
(2023), Vol. 27, pp. 1735-1746, IEEE Journal of Biomedical and Health Informatics, London, Eng., C1
Diverse title generation for Stack Overflow posts with multiple sampling enhanced transformer
Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung
(2023), Vol. 200, pp. 1-16, Journal of Systems and Software, Amsterdam, The Netherlands, C1
Jiaojiao Yu, Xu Zhou, Xiao Liu, Jin Liu, Zhiwen Xie, Kunsong Zhao
(2023), Vol. 158, pp. 1-15, Information and Software Technology, Amsterdam, The Netherlands, C1
A Yao, G Li, X Li, F Jiang, J Xu, X Liu
(2023), Vol. 19, pp. 1-22, Array, Amsterdam, The Netherlands, C1
Summarizing source code with Heterogeneous Syntax Graph and dual position
Juncai Guo, Jin Liu, Xiao Liu, Yao Wan, Li Li
(2023), Vol. 60, pp. 1-21, Information Processing and Management, Amsterdam, The Netherlands, C1
Chengzu Dong, Jingwen Zhou, Qi An, Frank Jiang, Shiping Chen, Lei Pan, Xiao Liu
(2023), Vol. 7, pp. 1-17, Drones, Basel, Switzerland, C1
Semantic graph based topic modelling framework for multilingual fake news detection
R Mohawesh, X Liu, H Arini, Y Wu, H Yin
(2023), Vol. 4, pp. 33-41, AI Open, Amsterdam, The Netherlands, C1
Random screening-based feature aggregation for point cloud denoising
W Wang, W Pan, X Liu, K Su, B Rolfe, X Lu
(2023), Vol. 116, pp. 64-72, Computers and Graphics, Amsterdam, The Netherlands, C1
PyScribe-Learning to describe python code
Juncai Guo, Jin Liu, Xiao Liu, Yao Wan, Yanjie Zhao, Li Li, Kui Liu, Jacques Klein, Tegawende Bissyande
(2023), pp. 1-27, Software - Practice and Experience, London, Eng., C1
DETECTION MODEL FOR FAKE NEWS ON COVID-19 IN INDONESIA
A Rifai, Y Mulyani, R Febrianto, H Arini, T Wijayanto, N Lathifah, X Liu, J Li, H Yin, Y Wu, R Mohawesh
(2023), Vol. 13, pp. 119-126, ASEAN Engineering Journal, C1
Detecting fake news during COVID-19 in Indonesia: the role of trust level
H Arini, T Wijayanto, N Lathifah, Y Mulyani, A Rifai, X Liu, J Li, H Yin
(2023), pp. 1-11, Journal of Communication in Healthcare, England, C1
Multi-Featured Anomaly Detection for Mobile Edge Computing Based UAV Delivery Systems
Leilei Xu, Xiao Liu, Frank Jiang, Yi Xu, Aiting Yao, Jia Xu, Xuejun Li
(2023), pp. 58-65, ACSW 2023 : Proceedings of the Australasian Computer Science Week, Melbourne, Victoria, E1
BDFL: A Blockchain-Enabled FL Framework for Edge-based Smart UAV Delivery Systems
Chengzu Dong, Zhiyu Xu, Frank Jiang, Shantanu Pal, Chong Zhang, Shiping Chen, Xiao Liu
(2023), pp. 1-11, ASSS '23 : Proceedings of the Third International Symposium on Advanced Security on Software and Systems, Melbourne, Vic., E1
Weighted Point Cloud Normal Estimation
W Wang, X Lu, D Shao, X Liu, R Dazeley, A Robles-Kelly, W Pan
(2023), Vol. 2023-July, pp. 2015-2020, ICME 2023 : Proceedings of the IEEE International Conference on Multimedia and Expo, Brisbane, Queensland, E1
C Zhang, X Liu, M Xiang, A Yao, X Fan, G Li
(2023), pp. 64-70, ICWS 2023 : Proceedings of the 2023 IEEE International Conference on Web Services, Chicago, Illinois, E1
Multi-Modal Emotion Recognition for Enhanced Requirements Engineering: A Novel Approach
B Cheng, C Arora, X Liu, T Hoang, Y Wang, J Grundy
(2023), Vol. 2023-September, pp. 299-304, Proceedings of the IEEE International Conference on Requirements Engineering, E1
PersonaGen: A Tool for Generating Personas from User Feedback
Xishuo Zhang, Lin Liu, Yi Wang, Xiao Liu, Hailong Wang, Anqi Ren, Chetan Arora
(2023), pp. 1-2, RE 2023 : Proceedings 1st International Requirements Engineering Conference, Hannover, Germany, E1
A Novel Cost-Aware Data Placement Strategy for Edge-Cloud Collaborative Smart Systems
Y Zhang, J Xu, X Liu, W Pan, X Li
(2023), pp. 450-456, CLOUD 2023: Proceedings of the 16th International Conference on Cloud Computing, Chicago, IL, E1
Revolutionizing Virtual Shopping Experiences: A Blockchain-Based Metaverse UAV Delivery Solution
C Dong, J Zhou, Q An, F Jiang, S Chen, X Liu
(2023), pp. 658-661, Proceedings - 2023 IEEE International Conference on Metaverse Computing, Networking and Applications, MetaCom 2023, E1
EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge
J Xu, X Liu, W Pan, X Li, A Yao, Y Yang
(2023), pp. 1-4, ACM 2023 : Proceedings 38th International Conference on Automated Software Engineering, Luxembourg, Luxembourg, E1
C Dong, J Zhou, A Yao, Z Xu, F Jiang, S Chen, X Liu
(2023), pp. 1032-1039, ICDM Workshops 2023 : Proceedings of the IEEE International Conference on Data Mining Workshops, Shanghai, China, E1
Personalized Federated Learning Framework for Person Re-identification in MEC-enabled UAV Delivery Services
Y Xu, Z Wang, J Kua, H Luo, R Guo, X Liu
(2023), pp. 1020-1027, HPCC/DSS/SmartCity/DependSys 2023 : Proceedings of the 2023 High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application, Melbourne, Vic., E1
Runtime Verification of Business Cloud Workflow Temporal Conformance
H Luo, X Liu, J Liu, Y Yang, J Grundy
(2022), Vol. 15, pp. 833-846, IEEE Transactions on Services Computing, C1
X Li, L Gong, X Liu, F Jiang, W Shi, L Fan, H Gao, R Li, J Xu
(2022), Vol. 34, Concurrency and Computation: Practice and Experience, C1
Energy-Aware Computation Management Strategy for Smart Logistic System with MEC
J Xu, X Liu, X Li, L Zhang, J Jin, Y Yang
(2022), Vol. 9, pp. 8544-8559, IEEE Internet of Things Journal, C1
Exploiting gated graph neural network for detecting and explaining self-admitted technical debts
J Yu, K Zhao, J Liu, X Liu, Z Xu, X Wang
(2022), Vol. 187, pp. 1-12, Journal of Systems and Software, Amsterdam, The Netherlands, C1
F Teng, L Yu, X Liu, P Lai
(2022), Vol. 110, pp. 1-10, Parallel Computing, Amsterdam, The Netherlands, C1
S Li, H Luo, G Zhao, M Tang, X Liu
(2022), Vol. 25, pp. 445-470, World Wide Web, Berlin, Germany, C1
Graph4Web: A relation-aware graph attention network for web service classification
K Zhao, J Liu, Z Xu, X Liu, L Xue, Z Xie, Y Zhou, X Wang
(2022), Vol. 190, pp. 1-13, Journal of Systems and Software, AMsterdam, The Netherlands, C1
Y Qian, W Xu, X Liu, H Ling, Y Jiang, Y Chai, Y Liu
(2022), Vol. 59, pp. 1-18, Information Processing and Management, Amsterdam, The Netherlands, C1
X Li, T Chen, D Yuan, J Xu, X Liu
(2022), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1
3D Intracranial Aneurysm Classification and Segmentation Via Unsupervised Dual-Branch Learning
Di Shao, Xuequan Lu, Xiao Liu
(2022), pp. 1-10, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1
Reinforcement learning for cost-effective IoT service caching at the edge
B Huang, X Liu, Y Xiang, D Yu, S Deng, S Wang
(2022), Vol. 168, pp. 120-136, Journal of Parallel and Distributed Computing, Amsterdam, The Netherlands, C1
Three-way decisions based service migration strategy in mobile edge computing
Y Xu, Z Zheng, X Liu, A Yao, X Li
(2022), Vol. 609, pp. 533-547, Information Sciences, C1
EdgeWorkflow: One click to test and deploy your workflow applications to the edge
J Xu, R Ding, X Liu, X Li, J Grundy, Y Yang
(2022), Vol. 193, pp. 111456-111456, Journal of Systems and Software, C1
Entity alignment based on relational semantics augmentation for multilingual knowledge graphs
M Akhtar, J Liu, Z Xie, X Liu, S Ahmed, B Huang
(2022), Vol. 252, pp. 109494-109494, Knowledge-Based Systems, C1
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
X Wang, X Liu, H Wu, J Liu, X Chen, Z Xu
(2022), World Wide Web, Berlin, Germany, C1
Energy-aware workflow real-time scheduling strategy for device-edge-cloud collaborative computing
Z Qin, J Li, X Liu, M Zhu
(2022), Vol. 28, pp. 3122-3130, Computer Integrated Manufacturing Systems, Beijing, China, C1
Deep Point Cloud Normal Estimation Via Triplet Learning
Weijia Wang, Xuequan Lu, Dasith De Silva, Xiao Liu, Antonio Robles-Kelly
(2022), pp. 1-6, ICME 2022 : Proceedings of the 2022 IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, E1
Continuous Authentication for UAV Delivery Systems under Zero-Trust Security Framework
C Dong, F Jiang, S Chen, X Liu
(2022), pp. 123-132, IEEE EDGE 2022 : Proceedings of the 6th IEEE International Conference on Edge Computing 2022, Barcelona, Spain, E1
X Li, T Chen, D Yuan, J Xu, X Liu
(2022), pp. 16-16, Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022, Barcelona, Spain, E1
X Wang, X Liu, P Zhou, Q Liu, J Liu, H Wu, X Cui
(2022), pp. 1-6, ASE '22 : Proceedings of the IEEE/ACM International Conference on Automated Software Engineering 2022, Rochester, Mich., E1
VR4HcRE: Virtual Reality Platform for Human-centric Requirements Elicitation
Y Wang, X Liu, B Cheng, C Arora, T Hoang
(2022), pp. 788-793, ISMAR-Adjunct 2022 : Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct 2022, Singapore, Singapore, E1
Y Xu, F Luan, X Liu, X Li
(2022), pp. 95-101, CCIS 2022 : Proceedings of 8th IEEE International Conference on Cloud Computing and Intelligence Systems 2022, Chengdu, China, E1
A Novel Adaptive Computation Offloading Strategy for Collaborative DNN Inference over Edge Devices
Y Zhang, X Liu, J Xu, D Yuan, X Li
(2022), pp. 378-385, ISPA/BDCloud/SocialCom/SustainCom 2022 : Proceedings of the 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications and 15th IEEE International Conference on Social Computing and Networking, Melbourne, Victoria, E1
Efficient Face Recognition via Multi-UAV-Edge Collaboration in UAV Delivery Service
Y Xu, R Guo, X Liu, H Luo, C Dong, A Yao, X Li
(2022), pp. 676-683, Proceedings - 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications and 15th IEEE International Conference on Social Computing and Networking, ISPA/BDCloud/SocialCom/SustainCom 2022, E1
Big data analytics for security intelligence
S Ikram, A Cherukuri, G Li, X Liu
(2021), Vol. 2, pp. 1-20, Handbook of Big Data Analytics: Applications in ICT, security and business analytics, Stevenage, Eng., B1
Integrity of IoT network flow records in encrypted traffic analytics
A Cherukuri, I Thaseen, G Li, X Liu, V Das, A Raj
(2021), pp. 177-205, Security and Privacy in the Internet of Things: Architectures, Techniques, and Applications, London, Eng., B1
SCNET: A novel UGI cancer screening framework based on semantic-level multimodal data fusion
Shuai Ding, Hui Huang, Zhenmin Li, Xiao Liu, Shanlin Yang
(2021), Vol. 25, pp. 143-151, IEEE journal of biomedical and health informatics, Piscataway, N.J., C1
R Li, X Li, J Xu, F Jiang, Z Jia, D Shao, L Pan, X Liu
(2021), Vol. 33, Concurrency and Computation: Practice and Experience, C1
Adaptive cross-contextual word embedding for word polysemy with unsupervised topic modeling
S Li, R Pan, H Luo, X Liu, G Zhao
(2021), Vol. 218, Knowledge-Based Systems, C1
A novel cloud workflow scheduling algorithm based on stable matching game theory
Z Jia, L Pan, X Liu, X Li
(2021), Vol. 77, pp. 11597-11624, Journal of Supercomputing, C1
A novel knowledge graph embedding based API recommendation method for Mashup development
X Wang, X Liu, J Liu, X Chen, H Wu
(2021), Vol. 24, pp. 869-894, World Wide Web, C1
B Huang, X Liu, S Wang, L Pan, V Chang
(2021), Vol. 195, Computer Networks, C1
Predictive classification of ICU readmission using weight decay random forest
B Wang, S Ding, X Liu, X Li, G Li
(2021), Vol. 124, pp. 351-360, Future Generation Computer Systems, C1
Parallel task scheduling algorithm based on collaborative device and edge in UAV delivery system
B Zhou, H Huang, Y Xu, X Li, H Gao, T Chen, X Liu, J Xu
(2021), Vol. 27, pp. 2575-2582, Jisuanji Jicheng Zhizao Xitong, Beijing, China, C1
Z Chen, Z Wu, S Tong, X Liu
(2021), Vol. 27, pp. 2565-2574, Jisuanji Jicheng Zhizao Xitong, Beijing, China, C1
Jintang Li, Kun Xu, Liang Chen, Zibin Zheng, Xiao Liu
(2021), pp. 13-16, IEEE/ACM 2021 : Proceedings of the 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), Madrid, Spain, E1
Ben Cheng, Owen Wang, Di Shao, Chetan Arora, Thuong Hoang, Xiao Liu
(2021), pp. 610-613, CCGrid 2021 : Proceedings of the 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, Melbourne, Victoria, E1
A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System
Chengzu Dong, Frank Jiang, Xuejun Li, Aiting Yao, Gang Li, Xiao Liu
(2021), pp. 622-624, CCGrid 2021 : Proceedings of the 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, Melbourne, Victoria, E1
A Holistic Service Provision Strategy for Drone-as-a-Service in MEC-based UAV Delivery
L Chu, X Li, J Xu, A Neiat, X Liu
(2021), pp. 669-674, ICWS 2021: Proceedings of the IEEE Web Services 2021 International Conference, Chicago, Ill., E1
Time-aware User Modeling with Check-in Time Prediction for Next POI Recommendation
Xin Wang, Xiao Liu, Li Li, Xiao Chen, Jin Liu, Hao Wu
(2021), pp. 125-134, IEEE ICWS 2021 : Proceedings of the 2021 IEEE International Conference on Web Services, Chicago, Ill., E1
Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service
Xin Wang, Xiao Liu, Jin Liu, Hao Wu
(2021), pp. 167-172, IEEE ICWS 2021 : Proceedings of the 2021 IEEE International Conference on Web Services, Chicago, Ill., E1
An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service
Chong Zhang, Xiao Liu, Jia Xu, Tianxiang Chen, Gang Li, Frank Jiang, Xuejun Li
(2021), pp. 500-505, IEEE ICWS 2021 : Proceedings of the 2021 IEEE International Conference on Web Services, Chicago, Ill., E1
ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation
X Wang, P Zhou, Y Wang, X Liu, J Liu, H Wu
(2021), Vol. 13121, pp. 464-478, ICSOC 2021 : Proceedings of the 19th International Conference, ICSOC 2021 Virtual Event, November 22-25, 2021 ng., Virtual Event, E1
Virtual Reality Enabled Human-Centric Requirements Engineering
Owen Wang, Ben Cheng, Thuong Hoang, Chetan Arora, Xiao Liu
(2021), pp. 159-164, ASEW 2021 : Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering Workshops, Melbourne, Vic., E1
A Novel Security Framework for Edge Computing based UAV Delivery System
Aiting Yao, Frank Jiang, Xuejun Li, Chengzu Dong, Jia Xu, Yi Xu, Gang Li, Xiao Liu
(2021), pp. 1-8, TrustCom 2021 : Proceedings of the 20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications 2021, Shenyang, China, E1
Endoscopy report mining for intelligent gastric cancer screening
Jinxin Pan, Shuai Ding, Shanlin Yang, Gang Li, Xiao Liu
(2020), Vol. 37, pp. 1-14, Expert systems, Chichester, Eng., C1
A homogeneous ensemble method for predicting gastric cancer based on gastroscopy reports
Shuai Ding, Shikang Hu, Jinxin Pan, Xiaojian Li, Gang Li, Xiao Liu
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(2010), pp. 534-537, CCGrid 2010 : 10th IEEE/ACM International Conference on Cluster, Cloud, and Grid Computing, Melbourne, Vic., E1-1
Achieving on-time delivery: a two-stage probabilistic scheduling strategy for software projects
X Liu, Y Yang, J Chen, Q Wang, M Li
(2009), Vol. 5543, pp. 317-329, ICSP 2009 : Proceedings of the International Conference on Software Process : Trustworthy Software Development Processes, Vancouver, Canada, E1-1
CSMC: a combination strategy for multi-class classification based on multiple association rules
Y Liu, Y Jiang, X Liu, S Yang
(2008), Vol. 21, pp. 786-793, Knowledge-based systems, Amsterdam, The Netherlands, C1-1
A probabilistic strategy for setting temporal constraints in scientific workflows
X Liu, J Chen, Y Yang
(2008), Vol. 5240, pp. 180-195, BPM 2008 : Proceedings of the 6th International Conference on Business Process Management, Milan, Italy, E1-1
K Ren, X Liu, J Chen, N Xiao, J Song, W Zhang
(2008), Vol. 2, pp. 301-308, SCC 2008 : Proceedings 2008 IEEE International Conference on Services Computing, Honolulu, Hawaii, E1-1
An algorithm in SwinDeW-C for scheduling transaction-intensive cost-constrained cloud workflows
Y Yang, K Liu, J Chen, X Liu, D Yuan, H Jin
(2008), pp. 374-375, eScience 2008 : Proceedings of the 4th IEEE International Conference on eScience, Indianapolis, Ind., E1-1
Funded Projects at Deakin
Australian Competitive Grants
Building resilience in at-risk rural communities through improving Media Communication on Climate Change Policies
A/Prof Xiao Liu, Dr Hilya Mudrika Arini, Dr Ming Liu, Dr Fitri Trapsilawati, A/Prof Chathu Ranaweera, A/Prof Kevin Lee, A/Prof Hassan Vally, Dr Anna Klas, Dr Adam Cardilini, Dr Yun Mulyani, Dr Arif Nurwidyantoro, Prof Catherine Bennett, Dr Yunita Sari, Dr Justin Lawson, Dr Gabi Mocatta
KONEKSI Australia-Indonesia Research Collaboration Grants
- 2023: $175,000
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
Build Al into Edge Computing with Blockchain.
A/Prof Xiao Liu, Dr Frank Jiang
CSIRO Scholarship - Commonwealth Scientific and Industrial Research Organisation
- 2023: $20,000
- 2022: $4,906
- 2021: $3,066
Industry and Other Funding
Investigating How to Build Secure and Energy-Efficient Mobile Cloud Apps
A/Prof Xiao Liu
Wisehopa Software Pty Ltd
- 2018: $25,000
- 2017: $25,000
Building a Secure Cloud-based Collaborative CRM System.
A/Prof Xiao Liu, Prof Gang Li
TATA Education Service Pty Ltd
- 2019: $25,000
- 2018: $25,000
Supervisions
No completed student supervisions to report