Research interests
Distributed computing, Cyber security, Networking, Machine learning, e-Learning.
Teaching interests
Networking, Cyber security, Digital forensics, Cyber data analytics, Web programming.
Knowledge areas
Distributed computing, Cyber security, Networking, Machine learning, e-Learning.
Publications
An adaptive load balancing strategy for stateful join operator in skewed data stream environments
D Sun, C Zhang, S Gao, R Buyya
(2024), Vol. 152, pp. 138-151, Future generations computer systems, Amsterdam, The Netherlands, C1
DGD-cGAN: A dual generator for image dewatering and restoration
S Gonzalez-Sabbagh, A Robles-Kelly, S Gao
(2024), Vol. 148, Pattern Recognition, C1
Lc-Stream: An elastic scheduling strategy with latency constraints in geo-distributed stream computing environments
D Sun, Y Wang, J Sui, S Gao, J Rong, R Buyya
(2024), Concurrency and Computation: Practice and Experience, London, Eng., C1
Cyber Information Retrieval Through Pragmatics Understanding and Visualization
N Sun, J Zhang, S Gao, L Zhang, S Camtepe, Y Xiang
(2023), Vol. 20, pp. 1186-1199, IEEE Transactions on Dependable and Secure Computing, Piscataway, New Jersey, C1
Designing a Secure Blockchain-Based Supply Chain Management Framework
J Liu, G Yeoh, L Gao, S Gao, O Ngwenyama
(2023), Vol. 63, pp. 592-607, Journal of Computer Information Systems, C1
Enhanced graph neural network for session-based recommendation
Z Sheng, T Zhang, Y Zhang, S Gao
(2023), Vol. 213, Expert Systems with Applications, C1
Towards uniform point distribution in feature-preserving point cloud filtering
S Chen, J Wang, W Pan, S Gao, M Wang, X Lu
(2023), Vol. 9, pp. 249-263, Computational Visual Media, C1
Graph classification via discriminative edge feature learning
Y Yi, X Lu, S Gao, A Robles-Kelly, Y Zhang
(2023), Vol. 143, pp. 1-8, Pattern Recognition, Amsterdam, The Netherlands, C1
3D face recognition: A comprehensive survey in 2022
Y Jing, X Lu, S Gao
(2023), Vol. 9, pp. 657-685, Computational Visual Media, Berlin, Germany, C1
A Generic Enhancer for Backdoor Attacks on Deep Neural Networks
B Abbasi, Q Zhong, L Zhang, S Gao, A Robles-Kelly, R Doss
(2023), Vol. 1794, pp. 296-307, ICONIP 2022 : Proceedings of the 29th Neural Information Processing Conference, Virtual Event, E1
Client Selection Based on Diversity Scaling for Federated Learning on Non-IID Data
Yuechao Ren, Atul Sajjanhar, Shang Gao, Seng Loke
(2023), Vol. 511, pp. 126-137, Broadband Communications, Networks, and Systems., Virtual, E1
Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning
A Ahmad, V Chau, A Robles-Kelly, S Gao, L Gao, L Chi, W Luo
(2023), Vol. 2023-June, pp. 1-8, IJCNN 2023 : Proceedings of the International Joint Conference on Neural Networks, Gold Coast, Queensland, E1
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data
Xinzhe Li, Ming Liu
(2023), pp. 249-259, TrustNLP 2023 : Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing, Toronto, Canada, E1
Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise?
X Li, M Liu, S Gao
(2023), pp. 165-173, Proceedings of the Annual Meeting of the Association for Computational Linguistics, E1
A Survey on Out-of-Distribution Evaluation of Neural NLP Models
X Li, M Liu, S Gao, W Buntine
(2023), Vol. 2023-August, pp. 6683-6691, IJCAI 2023 : Proceedings of the 32nd International Joint Conference on Artificial Intelligence, Macao, China, E1
Backdoor Attack on Deep Neural Networks in Perception Domain
X Mo, L Zhang, N Sun, W Luo, S Gao
(2023), Vol. 2023-June, pp. 1-8, IJCNN 2023 : Proceedings of the International Joint Conference on Neural Networks, Gold Coast, Queensland, E1
SPTNET: Span-based Prompt Tuning for Video Grounding
Y Zhang, Y Xu, M Chen, Y Zhang, R Feng, S Gao
(2023), Vol. 2023-July, pp. 2807-2812, ICME 2023 : Proceedings of the IEEE International Conference on Multimedia and Expo, Brisbane, Queensland, E1
J Wei, Y Xu, M Chen, Y Zhang, R Feng, S Gao
(2023), Vol. 2023-July, pp. 1511-1516, ICME 2023 : Proceedings of the IEEE International Conference on Multimedia and Expo, Brisbane, Queensland, E1
CAMG: Context-Aware Moment Graph Network for Multimodal Temporal Activity Localization via Language
Y Hu, Y Xu, Y Zhang, R Feng, T Zhang, X Lu, S Gao
(2023), Vol. 14302, pp. 429-441, NLPCC 2023 : Proceedings of the 12th Natural Language Processing and Chinese Computing National Conference, Foshan, China, E1
Video Captioning via Relation-Aware Graph Learning
Y Zheng, H Jing, Q Xie, Y Zhang, R Feng, T Zhang, S Gao
(2023), pp. 1-5, ICASSP 2023 : Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Rhodes Island, Greece, E1
A Socio-Technical Metaverse Development Framework in Higher Education
Jiongbin Liu, William Yeoh, shang Gao, yong Xiang, longxiang Gao
(2023), ICIS 2023 : Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies : proceedings of the International Conference on Information Systems 2023, Hyderabad, India, E1
Motion-Aware Video Paragraph Captioning via Exploring Object-Centered Internal Knowledge
Y Hu, G Yu, Y Zhang, R Feng, T Zhang, X Lu, S Gao
(2023), pp. 1-5, ICASSP 2023 : Proceedings International Conference on Acoustics, Speech and Signal Processing, Rhodes Island, Greece, E1
Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning
G Yu, Y Hu, Y Zhang, R Feng, T Zhang, S Gao
(2023), pp. 14571-14580, EMNLP 2023 : Proceedings of the Empirical Methods in Natural Language Processing conference 2023, Singapore, E1
Semi-MedSeq: Semi-supervised Semantic Segmentation for Medical Image Sequences
R Yuan, J Xu, Q Li, Y Zhang, R Feng, X Zhang, T Zhang, S Gao
(2023), pp. 1662-1669, BIBM 2023 : Proceedings of the 2023 IEEE International Conference on Bioinformatics and Biomedicine, Istanbul, Turkiye, E1
Enhanced Knowledge Injection for Radiology Report Generation
Q Li, J Xu, R Yuan, M Chen, Y Zhang, R Feng, X Zhang, S Gao
(2023), pp. 2053-2058, BIBM 2023 : Proceedings of the 2023 IEEE International Conference on Bioinformatics and Biomedicine, Istanbul, Turkiye, E1
A multi-level collaborative framework for elastic stream computing systems
Dawei Sun, Shang Gao, Xunyun Liu, Rajkumar Buyya
(2022), Vol. 128, pp. 117-131, Future Generation Computer Systems, Amsterdam, The Netherlands, C1
X You, D Sun, X Lv, S Gao, R Buyya
(2022), Vol. 129, pp. 252-268, Future Generation Computer Systems, Amsterdam, The Netherlands, C1
An energy efficient and runtime-aware framework for distributed stream computing systems
D Sun, Y Cui, M Wu, S Gao, R Buyya
(2022), Vol. 136, pp. 252-269, Future Generation Computer Systems, Amsterdam, The Netherlands, C1
A novel privacy protection scheme for location-based services using collaborative caching
N Nisha, I Natgunanathan, S Gao, Y Xiang
(2022), Vol. 213, pp. 109107-109107, Computer Networks, C1
A state lossless scheduling strategy in distributed stream computing systems
M Wu, D Sun, Y Cui, S Gao, X Liu, R Buyya
(2022), Vol. 206, pp. 103462-103462, Journal of Network and Computer Applications, C1
End-to-End Dynamic Pipelining Tuning Strategy for Small Files Transfer
S Wu, D Sun, S Gao, G Zhang
(2022), Vol. 413 LNICST, pp. 20-36, Broadband Communications, Networks, and Systems. BROADNETS 2021, Online, E1
W Li, D Sun, S Gao, R Buyya
(2022), Vol. 413, pp. 3-19, BROADNETS 2021 : Proceedings of the 12th International Conference on Broadband Communications, Networks, and Systems 2021, Virtual Event, E1
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping
Jilan Xu, Jilan Xu, Yuejie Zhang, Yuejie Zhang, Junlin Hou, Junlin Hou, Rui-Wei Zhao, Rui-Wei Zhao, Tao Zhang, Tao Zhang, Shang Gao, Shang Gao, Xuequan Lu, Xuequan Lu, Rui Feng, Rui Feng
(2022), pp. 9437-9446, CPVR 2022 : Proceedings of the 2022 Computer Vision and Pattern Recognition Conference, New Orleans, Louisiana & Virtual Event, E1
TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation
Xiaotong Li, Jilan Xu, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
(2022), pp. 1109-1115, IJCAI 2022 : Proceedings of the 31st International Joint Conference on Artificial Intelligence, Vienna, Austria, E1
Semantic-Driven Saliency-Context Separation for Video Captioning
Heming Jing, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
(2022), pp. 1-6, ICME 2022 : Proceedings of the IEEE International Conference on Mutlimedia and Expo, Taipei, Taiwan, E1
STDNet: Spatio-Temporal Decomposed Network for Video Grounding
Yuanwu Xu, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
(2022), pp. 1-6, ICME 2022 : Proceedings of the IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, E1
Semi-supervised Continual Learning with Meta Self-training
S Ho, M Liu, L Du, Y Li, L Gao, S Gao
(2022), pp. 4024-4028, CIKM '22 : Proceedings of the 31st ACM International Conference on Information and Knowledge Management 2022, Atlanta, Ga., E1
Working Mechanism of Eternalblue and Its Application in Ransomworm
Z Liu, C Chen, L Zhang, S Gao
(2022), Vol. 13547 LNCS, pp. 178-191, Proceedings - 14th International Symposium, CSS 2022, Xi’an, China, E1
A Differential Privacy Mechanism for Deceiving Cyber Attacks in IoT Networks
G Yang, M Ge, S Gao, X Lu, L Zhang, R Doss
(2022), Vol. 13787, pp. 406-425, NSS 2022 : Proceedings of the Network and System Security 2022 international conference, Denarau Island, Fiji, E1
MedSeq: Semantic Segmentation for Medical Image Sequences
R Yuan, J Xu, X Li, Y Zhang, R Feng, X Zhang, T Zhang, S Gao
(2022), pp. 1356-1361, BIBM 2022 : Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine 2022, Las Vegas, Nev., E1
M Chen, X Li, J Xu, R Yuan, Y Zhang, R Feng, T Zhang, S Gao
(2022), pp. 1501-1504, BIBM 2022 : Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine 2022, Las Vegas, Nev., E1
D Sun, H He, H Yan, S Gao, X Liu, X Zheng
(2021), Vol. 114, pp. 243-258, Future Generation Computer Systems, C1
Deep neural-based vulnerability discovery demystified: data, model and performance
G Lin, W Xiao, L Zhang, S Gao, Y Tai, J Zhang
(2021), Vol. 33, pp. 13287-13300, Neural Computing and Applications, C1
My Security: an interactive search engine for cybersecurity
Nan Sun, Shang Gao, Yu Zhang, Seyit Camtepe, Jun Zhang, Yang Xiang
(2021), pp. 6206-62015, Proceedings of the 54th Hawaii International Conference on System Sciences, Manoa, Hawaii, E1
X You, X Lv, S Zhang, D Sun, S Gao
(2021), Vol. 349, pp. 305-319, CollaborateCom 2020 : Proceedings of the International Conference on Collaborative Computing: Networking, Applications and Worksharing, Shanghai, China, E1
Automated Security Assessment for the Internet of Things
X Duan, M Ge, T Minh Le, F Ullah, S Gao, X Lu, M Babar
(2021), pp. 47-56, PRDC 2021 : Proceedings of the IEEE 26th Pacific Rim International Symposium on Dependable Computing, Perth, W.A., E1
Performance-aware deployment of streaming applications in distributed stream computing systems
D Sun, S Gao, X Liu, F Li, R Buyya
(2020), Vol. 15, pp. 52-62, International Journal of Bio-Inspired Computation, C1
Dynamic redirection of real-time data streams for elastic stream computing
D Sun, S Gao, X Liu, X You, R Buyya
(2020), Vol. 112, pp. 193-208, Future Generation Computer Systems, C1
Fog computing based traffic and car parking intelligent system
W Alajali, S Gao, A Alhusaynat
(2020), Vol. 11945, pp. 365-380, ICA3PP 2019 : Proceedings of the 19th algorithms and architectures for parallel processing International Conference : Part II, Melbourne, Vic., E1
Video captioning with temporal and region graph convolution network
Xinlong Xiao, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao, Weiguo Fan
(2020), pp. 1-6, ICME 2020 : Proceedings of the 2020 IEEE International Conference on Multimedia and Expo, Online/London, Eng., E1
Data analytics of crowdsourced resources for cybersecurity intelligence
N Sun, J Zhang, S Gao, L Zhang, S Camtepe, Y Xiang
(2020), Vol. 12570, pp. 3-21, NSS 2020 : Proceedings of the 14th International Conference on Network and System Security, Melbourne, Australia, E1
Y Hu, Y Zhang, T Zhang, S Gao, W Fan
(2020), pp. 1015-1019, BIBM 2020 : Proceedings of the 2020 IEEE International Conference on Bioinformatics and Biomedicine, Online, E1
Data-driven cybersecurity incident prediction: a survey
N Sun, J Zhang, P Rimba, S Gao, L Zhang, Y Xiang
(2019), Vol. 21, pp. 1744-1772, IEEE communications surveys & tutorials, Piscataway, N.J., C1
State and runtime-aware scheduling in elastic stream computing systems
D Sun, S Gao, X Liu, F Li, X Zheng, R Buyya
(2019), Vol. 97, pp. 194-209, Future Generation Computer Systems, C1
A latency-sensitive elastic adaptive scheduling in distributed stream computing systems
H He, D Sun, H Yan, S Gao
(2019), pp. 1798-1803, HPCC/SmartCity/DSS 2019 : IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems, Zhangjiajie, China, E1
D Sun, G Zhang, S Gao
(2019), pp. 2284-2292, HPCC/SmartCity/DSS 2019 : IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems, Zhangjiajie, China, E1
D Sun, H Yan, S Gao, X Liu, R Buyya
(2018), Vol. 74, pp. 615-636, Journal of Supercomputing, C1
D Sun, H Yan, S Gao, Z Zhou
(2018), Vol. 12, pp. 2977-2997, KSII transactions on internet and information systems, Seoul, South Korea, C1
Shortest path discovery in consideration of obstacle in mobile social network environments
D Sun, W Qu, S Gao, L Liu
(2018), Vol. 252, pp. 637-646, Collaboratecom 2017 : Proceedings of the International Conference on Collaborative Computing: Networking, Applications and Worksharing, Edinburgh, Scotland, E1
Performance analysis of storm in a real-world big data stream computing environment
H Yan, D Sun, S Gao, Z Zhou
(2018), Vol. 252, pp. 624-634, CollaborateCom 2017 : Proceedings of the 2017 European Alliance for Innovation (EAI) International Conference on Collaborative Computing: Networking, Applications and Worksharing, Edinburgh, Scotland, E1
Secure and privacy preserving RFID based access control to smart buildings
A Al-Sudani, S Gao, S Wen, M Al-Khiza’ay
(2018), Vol. 11342, pp. 146-155, SpaCCS 2018 : Proceedings of the 11th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, Melbourne, Vic., E1
Checking an authentication of person depends on RFID with thermal image
A Al-Sudani, S Gao, S Wen, M Al-Khiza'ay
(2018), Vol. 11342, pp. 371-380, SpaCCS 2018 : Security, privacy, and anonymity in computation, communication, and storage: Proceedings of 11th International Conference and Satellite Workshops 2018, Melbourne, Vic., E1
D Sun, S Gao
(2017), pp. 1-5, Proceedings of the Australasian Computer Science Week Multiconference, Geelong, Vic., E1
Supporting adaptive tour with high level petri nets
S Gao, J Niu, D Sun
(2016), Vol. 96, pp. 81-89, KES 2016 : Proceedings of the 20th Knowledge Based and Intelligent Information and Engineering Systems International Conference, York, United Kingdom, E1
D Sun, H Tang, S Gao, F Li
(2016), Vol. 10041, pp. 405-413, WISE 2016 : Proceedings of the 17th International Conference on Web Information Systems Engineering, Shanghai, China, E1
A tourist tour node model and tour support
S Gao, J Niu, D Sun
(2016), pp. 1168-1173, CSCI 2016 : Proceedings of the 2016 International Conference on Computational Science and Computational Intelligence, Las Vegas, Nev., E1
Managing learning evidence using eportfolio
Shang Gao, Jo Coldwell-Neilson, Andrzej Goscinski
(2014), Vol. 05, pp. 1585-1590, Creative Education, Irvine, CA, C1
Approaches to improving teaching
S Gao, J Coldwell-Neilson, A Goscinski
(2013), Vol. 4, pp. 1-7, Creative education, Irvine, Calif., C1
Constructivist learning: understanding and experience in IT tertiary education
S Gao, J Coldwell-Neilson, A Goscinski
(2013), Vol. 2, pp. 140-146, Journal of curriculum and teaching, Toronto, Ont., C1
Improving assessment management using tools
S Gao, J Coldwell-Neilson, A Goscinski
(2013), Vol. 4, pp. 168-173, International journal of advanced computer science and applications, New York, N.Y., C1
D Sun, G Chang, S Gao, L Jin, X Wang
(2012), Vol. 27, pp. 256-272, Journal of computer science and technology, Boston, Mass., C1
Delivering categorized news items using RSS feeds and web services
S Saha, A Sajjanhar, S Gao, R Dew, Y Zhao
(2010), pp. 698-702, CIT 2010 : 10th IEEE International Conference on Computer and Information Technology Proceedings, Bradford, England, E1
Supporting adaptive learning in hypertext environments : a high level timed Petri net-based approach
S Gao, Z Zhang, I Hawryszkiewycz
(2008), Vol. 4, pp. 341-354, International journal of intelligent systems technologies and applications, Olney, England, C1
Modelling financial investment planning from agent perspectives
Z Zhang, R Wang, S Gao
(2008), Vol. 3, pp. 41-49, International journal of modelling, identification and control, Olny, Ill., C1
Enhancing web-based adaptive learning with colored timed petri net
S Gao, R Dew
(2007), Vol. 4798, pp. 177-185, Lecture Notes in Computer Science, Berlin, Germany, C1
Supporting adaptive learning with high level timed Petri Nets
S Gao, Z Zhang, J Wells, I Hawryszkiewycz
(2005), Vol. 3683, pp. 834-840, KES 2005 : Proceedings of the knowledge-based intelligent information and engineering systems 9th international conference, Melbourne, Vic., C1
Supporting adaptive learning in hypertext environment : a high level timed Petri net based approach
S Gao, Z Zhang, I Hawryszkiewycz
(2005), pp. 735-739, IEEE International Conference on Advanced Learning Technologies ICALT 2005 : proceedings, Kaohsiung, Taiwan, E1
Supporting adaptive learning in hypertext environment : an agent based approach
S Gao, I Hawryszkiewycz
(2005), pp. 244-249, Proceedings of the 2005 International Conference on Active Media Technology : (AMT2005), Kagawa, Japan, E1
Awareness support in a component-based collaborative environment
S Gao, Z Zhang, J Wells, I Hawryszkiewycz
(2005), pp. 294-299, 2005 3rd IEEE International Conference on Industrial Informatics (INDIN) : 10-12 August, 2005, Perth, Australia, Perth, Australia, E1
Supporting awareness in asynchronous collaborative environments
S Gao, D Xue, I Hawryszkiewycz
(2005), pp. 355-358, Webist 2005: Proceedings of the First International Conference on Web Information Systems and Technologies, Miami, USA, E1
Managing collaborative business process in knowledge-intensive environment
S Gao, Z Zhang, I Hawryszkiewycz
(2005), pp. 107-114, Proceedings of the 2005 IEEE International Conference on Services Computing (SCC’05), Orlando, Fla, E1
Funded Projects at Deakin
Industry and Other Funding
Improving Security and Efficiency of Educational Supply Chain System using Blockchain Technology.
Dr Longxiang Gao, Dr Shang Gao, A/Prof William Yeoh, Prof Yong Xiang
Ausmotive Group Pty Ltd
- 2023: $40,000
- 2022: $40,000
- 2020: $40,000
Large Language Models in Engineering.
Dr Shang Gao, Dr Ming Liu, Mr Xinzhe Li
Aurecon Australasia Pty Ltd
- 2024: $2,250
- 2023: $16,000
Supervisions
Nisha Nisha
Thesis entitled: Location Privacy Protection Ensuring Utility of Services
Doctor of Philosophy (Information Technology), School of Information Technology
Walaa Khashlan Yesser Alajali
Thesis entitled: Data-Driven Models for Intelligent Transportation Systems
Doctor of Philosophy (Information Technology), School of Information Technology
Ahmed Raad Abdul Hussein Al-Sudani
Thesis entitled: Trust Management in RFID Critical Applications
Doctor of Philosophy (Information Technology), School of Information Technology
Nan Sun
Thesis entitled: Data-driven cybersecurity incident prediction and discovery
Doctor of Philosophy (Information Technology), School of Information Technology
Tianrui Zong
Thesis entitled: Robust digital image watermarking
Doctor of Philosophy (Information Technology), School of Information Technology
Soon Chong
Thesis entitled: Risk and Trust Management for Online Distributed System
Doctor of Philosophy (Information Technology), School of Information Technology