Selected Conference Articles
- Niu, Z., Dong, H., Qin, A. K.: FedSPU: Personalized Federated Learning for Resource-constrained Devices with Stochastic Parameter Update. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025). (CORE-A*, CCF-A)
- Zhang, X., Wang, Z., Dong, H., Bao, Z., Liu, J.: On-the-Fly Representative Point Selection for Object Detection in Point Cloud: A Two-Phase Downsampling Approach. IEEE/CVF Winter Conference on Applications of Computer Vision 2025 (WACV 2025) (February 2025) (CORE-A)
- Chan, G., Zhang, P., Dong, H., Ji, S., Chen, B.: Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation. The 41st International Conference on Machine Learning (ICML 2024) (July 2024) (CORE-A*, CCF-A) Preprint Link
- Ji, S., Li, J., Jin, H., Dong, H., Ge, Z., Yang, S., Zhang, P.: Resource Aware Multi-User Task Offloading In Mobile Edge Computing. The 2024 IEEE International Conference on Web Services (IEEE ICWS 2024) (July 2024) (CORE-A) Preprint Link
- Ge, Z., Zhang, P., Jin, H., Dong, H., Ji, S., Li, J., Wang, Q.: QoS Optimization via Computation Offloading in Metaverse Environment. The 2024 IEEE International Conference on Web Services (IEEE ICWS 2024) (July 2024) (CORE-A) Preprint Link
- Li, J., Ji, S., Jin, H., Dong, H., Ge, Z., Zhang, P.: Dynamic Adaptive User Allocation in Mobile Edge Computing. The 2024 IEEE International Conference on Software Services Engineering (IEEE SSE 2024) (July 2024) Preprint Link
- Zhang, M., Ji, S., Cai, H., Dong, H., Ji, S., Zhang, P.: Audio Steganography Based Backdoor Attack for Speech Recognition Software. The 48th IEEE Computer Society Signature Conference on Computers, Software, and Applications (COMPSAC 2024) (July 2024) Link
- Ji, S., Li, Y., Dong, H., Xiao, M., Zhang, P., Zhang, M.: Gradient-Guided Test Case Generation for Image Classification Software. The 48th IEEE Computer Society Signature Conference on Computers, Software, and Applications (COMPSAC 2024) (July 2024) Link
- Xiao, M., Xiao, Y., Dong, H., Ji, S., Zhang, P.: LEAP: Efficient and Automated Test Method for NLP Software. The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023) (September 2023) (CORE-A*, CCF-A) Preprint Link
- Ji, S., Huang, C., Zhang, P., Dong, H.: Ponzi Scheme Detection Based on Control Flow Graph Feature Extraction. The 2023 IEEE International Conference on Web Services (IEEE ICWS 2023) (July 2023) (CORE-A) Preprint Link
- Bai, J., Dong, H.: Federated Learning-driven Trust Prediction for Mobile Edge Computing-based IoT Systems. The 2023 IEEE International Conference on Web Services (IEEE ICWS 2023) (July 2023) (CORE-A) Preprint Link
- Ji, S., Zhu, S., Zhang, P., Dong, H.: Data Flow Reduction Based Test Case Generation for Smart Contracts. The 29th Asia-Pacific Software Engineering Conference (APSEC 2022) (December 2022) Link
- Yu, Q., Zhang, P., Dong, H., Xiao, Y., Ji, S.: Bytecode Obfuscation for Smart Contracts. The 29th Asia-Pacific Software Engineering Conference (APSEC 2022) (December 2022) Preprint Link
- Wei, T., Zhang, P., Dong, H., Jin, H., Bouguettaya, A.: Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing. The 20th International Conference on Service Oriented Computing (ICSOC 2022) (November 2022) (CORE-A) Preprint Link
- Wang, B., Chu, H., Zhang, P., Dong, H.: Smart Contract Vulnerability Detection Using Code Representation Fusion. The 28th Asia-Pacific Software Engineering Conference (APSEC 2021) (December 2021) Preprint Link
- Alharbi, A., Dong, H., Yi, X., Abeysekara, P.: Privacy-Aware Identity Cloning Detection based on Deep Forest. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021) (CORE-A) Preprint Link
- Zhang, X., Huang, S., Dong, H., Bao, Z.: Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021) (CORE-A) Preprint Link
- Zhang, M., Liu, J., Zhang, W., Deng, K., Dong, H., Liu, Y.: CSSR: A Context-Aware Sequential Software Service Recommendation Model. The 19th International Conference on Service Oriented Computing (ICSOC 2021) (November 2021) (CORE-A, Best Short Paper Award Nomination) Preprint Link
- Alharbi, A., Dong, H., Yi, X., Abeysekara, P.: NPS-AntiClone: Identity Cloning Detection based on Non-Privacy-Sensitive User Profile Data. The 2021 IEEE International Conference on Web Services (IEEE ICWS 2021) (September 2021) (CORE-A) Preprint Link
- Huang, B., Dong, H., Bouguettaya, A.: Conflict Detection in IoT-based Smart Homes. The 2021 IEEE International Conference on Web Services (IEEE ICWS 2021) (September 2021) (CORE-A) Preprint Link
- Zhang, M., Zhao, J., Dong, H., Deng, K., Liu, Y.: A Knowledge Graph based Approach for Mobile Application Recommendation. The 18th International Conference on Service Oriented Computing (ICSOC 2020) (December 2020) (CORE-A, Acceptance Rate: 17%) Preprint Link
- Aamir, T., Dong, H., Bouguettaya, A.: Heuristics based Mosaic of Social-Sensor Services for Scene Reconstruction. The 21st International Conference on Web Information Systems Engineering (WISE 2020) (October 2020) (CORE-A) Preprint Link
- Alharbi, A., Dong, H.: Subjective Metrics-based Cloud Market Performance Prediction. The 21st International Conference on Web Information Systems Engineering (WISE 2020) (October 2020) (CORE-A) Preprint Link
- Zhang, P., Zhang, Y., Dong, H. Jin, H.: Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set. The 2020 IEEE International Conference on Web Services (IEEE ICWS 2020) (October 2020) (CORE-A, Acceptance Rate: 18%) Preprint Link
- Jin, H., Zhang, P., Dong, H.: Security-Aware QoS Forecasting in Mobile Edge Computing based on Federated Learning. The 2020 IEEE International Conference on Web Services (IEEE ICWS 2020) (October 2020) (CORE-A, Acceptance Rate: 18%) Preprint Link
- Abeysekara, P., Dong, H., Qin, A. K.: Distributed Machine Learning for Predictive Analytics in Mobile Edge Computing Based IoT Environments. The 2020 International Joint Conference on Neural Networks (IJCNN 2020) (July 2020) (CORE-A) Preprint Link
- Dong, H.: IaaS reservation optimization for multi-QoS level based SaaS provisioning. The 26th International Conference on Neural Information Processing (ICONIP 2019) (December 2019) (CORE-A) Preprint
- Abeysekara, P., Dong, H., Qin, A. K.: Machine learning-driven trust for MEC-based IoT services. The 2019 IEEE International Conference on Web Services (IEEE ICWS 2019) (July 2019) pp.188-192(CORE-A) Preprint Link
- Aamir, T., Dong, H., Bouguettaya, A.: Social-sensor composition for scene analysis. The 16th International Conference on Service Oriented Computing (ICSOC 2018) (November 2018) pp. 352-362 (CORE-A) Preprint Link
- Aamir, T., Dong, H., Bouguettaya, A.: Stance and credibility based trust in Social-Sensor Cloud Service. The 19th International Conference on Web Information Systems Engineering (WISE 2018) (November 2018) pp.178-189 (CORE-A) Preprint Link
- Aamir, T., Dong, H., Bouguettaya, A.: Trust in Social-Sensor Cloud Service. The 2018 IEEE International Conference on Web Services (IEEE ICWS 2018) (June 2018) pp.359-362 (CORE-A) Preprint Link
- Aamir, T., Bouguettaya, A., Dong, H., Mistry, S., Erradi, A.: Social-Sensor Cloud Service for scene reconstruction. The 15th International Conference on Service Oriented Computing (ICSOC 2017) (November 2017) pp.37-52 (CORE-A) Preprint Link
- Mistry, S., Bouguettay, A., Dong, H., Erradi, A.: Probabilistic qualitative preference matching in long-term IaaS composition. The 15th International Conference on Service Oriented Computing (ICSOC 2017) (November 2017) pp.256-271 (CORE-A) Preprint Link
- Aamir, T., Bouguettaya, A., Dong, H.: Social-Sensor Cloud Service selection. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017) pp. 508-515 (CORE-A) Preprint Link
- Jayaratna, S., Bouguettaya, A., Dong, H., Qin, A. K., Erradi, A.: Subjective evaluation of market-driven cloud services. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017) pp. 516-523 (CORE-A) Preprint Link
- Ali, K., Dong, H., Bouguettaya, A..: Sentiment Analysis as a Service: A social media based sentiment analysis framework. The 24th IEEE International Conference on Web Services (IEEE ICWS 2017) (June 2017) pp. 660-667 (CORE-A) Preprint Link
- Rahman, M. S., Khalil, I., Yi, X., Dong, H.: Highly imperceptible and reversible text steganography using invisible character based codeword. The Pacific-Asia Conference on Information Systems 2017 (PACIS 2017) (July 2017) 230 (CORE-A) Link
- Chen, L., Ying, H., Qiu, Q., Wu, J., Dong, H., Bouguettaya, A.: Temporal pattern based QoS prediction. The 17th International Conference on Web Information Systems Engineering (WISE 2016) (November 2016) pp. 223-237 (CORE-A) Preprint Link
- Mistry, S., Bouguettay, A., Dong, H., Erradi, A.: Qualitative economic model for long-term IaaS composition. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016) pp. 317-332 (Best Research Paper Award, CORE-A) Preprint Link
- Liang, T., Chen, L., Wu, J., Dong, H., Bouguettaya, A.: Meta-path based service recommendation in heterogeneous information networks. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016) pp. 371-386 (CORE-A) Preprint Link
- Huang, B., Bouguettay, A., Dong, H., Chen, L.: Service mining for Internet of Things. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016) pp. 566-574 (CORE-A) Preprint Link
- Gao, W., Chen, L., Wu, J., Dong, H., Bouguettaya, A.: Personalized API recommendation via implicit preference modelling. The 14th International Conference on Service Oriented Computing (ICSOC 2016) (October 2016) pp. 646-653 (CORE-A) Preprint Link
- Chotipant, S., Hussain, F. K., Dong, H., Hussain, O. K.: A neural network based approach for semantic service annotation. The 22nd International Conference on Neural Information Processing (ICONIP 2015) (November 2015) pp. 292-300 (CORE-A) Preprint Link
- Mistry, S., Bouguettaya, A., Dong, H., Qin, A. K.: Optimizing long-term IaaS service composition. The 13th International Conference on Service Oriented Computing (ICSOC 2015) (November 2015) pp. 333-342 (CORE-A) Preprint Link
- Mistry, S., Bouguettaya, A., Dong, H., Qin, A. K.: Predicting dynamic behavior of consumer requests in long-term IaaS service composition. The 22nd IEEE International Conference on Web Services (IEEE ICWS 2015) (June 2015) pp. 49-56 (CORE-A) Preprint Link
- Chang, C., Loke, S., Dong, H., Salim, F., Srirama, S., Liyanage, M.: An energy-efficient inter-organizational wireless sensor data collection framework. The 22nd IEEE International Conference on Web Services (IEEE ICWS 2015) (June 2015), pp. 639-646 (CORE-A) Preprint Link
- Chotipant, S., Hussain, F. K., Dong, H., Hussain, O. K.: A fuzzy VSM-based approach for semantic service retrieval. The 21st International Conference on Neural Information Processing (ICONIP 2014) (November 2014) pp. 682-689 (CORE-A) Prerpint Link
- Dong, H., Hussain, F. K., Bouguettaya, A.: Discovering plain-text-described services based on ontology learning. The 21st International Conference on Neural Information Processing (ICONIP 2014) (November 2014) pp. 673-681 (CORE-A) Preprint Link
- Neiat, A.G., Bouguettaya, A., Sellis, T., Dong, H.: Failure-Proof spatio-temporal composition of sensor-cloud services. The 12th International Conference on Service Oriented Computing (ICSOC 2014) (November 2014) pp. 368-377 (CORE-A) Preprint Link
- Sun, L., Dong, H., Hussain, F.K., Hussain, O.K., Ma, J., Zhang, Y.: Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection. 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014) (July 2014) pp. 1929-1936 (CORE-A) Preprint Link
- Sun, L., Dong, H., Hussain, F.K., Hussain, O.K., Ma, J., Zhang, Y.: A hybrid fuzzy framework for cloud service selection. The 21st IEEE International Conference on Web Services (IEEE ICWS 2014) (June 2014) pp. 313-320 (CORE-A) Preprint Link
- Dong, H., Hussain, F.K., Chang, E.: UCOSAIS: A framework for user-centered online service advertising information search. The 14th International Conference on Web Information System Engineering (WISE 2013) (October 2013) pp. 267-276 (CORE-A) Preprint Link
- Dong, H., Hussain, F.K., Chang, E.: Ontology-learning-based focused crawling for online service advertising information discovery and classification. The 10th International Conference on Service Oriented Computing (ICSOC 2012) (November 2012) pp. 591-598 (CORE-A) Preprint Link