Research Interests

• Edge Computing

• Distributed Computing

• Software Engineering

• Blockchain

• Cloud Computing

• Service-Oriented Computing

Funded Projects

• Lead Investigator, Collaborative and Reliable Machine Learning in Edge Computing Environment, ARC Early Career Industry Fellowship ($484,684.00, No. IE250100024), 2026-2028.

• Chief Investigator,  Machine Learning and AI-Enabled Sensor Fault Monitoring and Prediction in Steel Run Out Table: A Testbed Approach, BAJC ($50,000), 2025.

• Chief Investigator, Cost-effective and Reliable Edge Caching for Software Vendors, ARC Linkage Project ($492,651.00, No. LP220100482, 1/7), 2023-2025.

• Chief Investigator, Cost-Effective Edge Service Provisioning in Last Mile of 5G, ARC Discovery Project ($405,610.00, No. DP230101790, 1/23), 2023-2025.

• Chief Investigator, Decentralised Data Management for Edge Caching Systems in 5G, ARC Linkage Project ($241,960, No. LP210301393, 1/11), 2023-2025.

• Chief Investigator, Towards opportunistic offloading: Use what’s available or ask for more?, funded by School of IT, Deakin University ($9.9K), 2021.

• Chief Investigator, From the cloud to the fog: cost-effective big data placement for mobile social networks, funded by School of IT, Deakin University ($25K), 2018.

• Chief Investigator, Software Engineering the Fog for IoT: From Chaos to Order, funded by School of IT, Deakin University ($23K), 2018. 

• Lead Chief Investigator, Software Engineering for Edge Computing, funded by School of IT, Deakin University ($15K), 2018-2020.

Major Awards

• 2024 - Distinguished Paper Award, 22nd International Conference on Service Oriented Computing, Tunis, Tunisia. 

• 2023 - Named in Stanford University's World Top 2% Scientists List.

• 2022 - Research Award for Research Performance and HDR Training, Deakin University, Australia.

• 2021 - Teaching and Learning Award for Excellence in Course Leadership and Course Enhancement - Bachelor of Software Engineering, Deakin University, Australia.

• 2020 - Distinguished OC Member Award for outstanding service on the organisation committee at the International Conference on Automated Software Engineering (ASE2020).

• 2019 - Research Award for Excellence in Early Career Research Performance, Deakin University, Australia.

• 2019 - Distinguished Reviewer Award for outstanding service on the program committee at the International Conference on Automated Software Engineering (ASE2019).

• 2018 - Best Paper Award,16th International Conference on Service Oriented Computing, Hangzhou, China.

• 2015 - Top Teaching Award, Swinburne University of Technology, Australia.

• 2013 - Best Doctoral Symposium Presentation Award, 22nd Australasian Software Engineering Conference, Melbourne, Australia.

Selected Publications

Journal Papers (57)

2025

1. Jiyu Yang, Qiang He, Guobiao Zhang, Feifei Chen, Cong Tian, Yun Yang, DynaEDI+: Reliable and Decentralized Integrity Verification for Dynamic Edge Data, IEEE Transactions on Services Computing, accepted in September 2025. (TSC, CORE A*, CCF A)

2. Zeseya Sharmin, Yong Xiang, Md Palash Uddin, Feifei Chen, Yushu Zhang, Jine Tang, Federated TSRN-Enabled GANs for Effective Cyber Attack Detection in Edge Computing, IEEE Transactions on Network Science and Engineering, DOI:10.1109/TNSE.2025.3576322, 2025. (TNSE)

3. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao, Data Re-outsourcing Detection with Latency-Constraint for Edge Storage, IEEE Transactions on Services Computing, DOI: 10.1109/TSC.2025.3579235, 2025. (TSC, CORE A*, CCF A)

4. Ruikun Luo, Zujia Zhang, Qiang He, Mengxi Xu, Feifei Chen, Xiaohai Dai, Song Wu, Hai Jin, Cost-Effective Edge Data Caching with Failure Tolerance and Popularity Awareness, IEEE Transactions on Mobile Computing, Vol. 24, pp. 5357-5369, 2025. (TMC, CORE A*, CCF A)

5. Ruikun Luo, Qiang He, Feifei Chen, Song Wu, Hai Jin, Yun Yang, Ripple: Enabling Decentralized Data Deduplication at the Edge, IEEE Transactions on Parallel and Distributed Systems, Vol. 36(1), pp. 55-66, 2025. (TPDS, CORE A*, CCF A)

6. Ruikun Luo, Qiang He, Mengxi Xu, Feifei Chen, Song Wu, Jing Yang, Yuan Gao, Hai Jin, Edge Data Deduplication under Uncertainties: A Robust Optimization Approach, IEEE Transactions on Parallel and Distributed Systems, Vol. 36(1), pp. 84-95, 2025. (TPDS, CORE A*, CCF A)

7. Qiang He, Guobiao Zhang, Jiawei Wang, Ruikun Luo, Xiaohai Dai, Yuchong Hu, Feifei Chen, Hai Jin, Yun Yang, EdgeHydra: Fault-Tolerant Edge Data Distribution based on Erasure Coding, IEEE Transactions on Parallel and Distributed Systems, Vol. 36(1), pp. 29-42, 2025. (TPDS, CORE A*, CCF A)

2024

8. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Md Palash Uddin, Longxiang Gao, Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification, IEEE Transactions on Services Computing, Vol.17, pp. 4481-4493, 2024. (TSC, CORE A*, CCF A)

9. Xiaoyu Xia, Feifei Chen, Qiang He, Ruikun Luo, Bowen Liu, Caslon Chua, Rajkumar Buyya, Yun Yang, EdgeShield: Enabling Collaborative DDoS Mitigation at the Edge, IEEE Transactions on Mobile Computing, Vol. 23(12), pp. 14502-14513, 2024. (TMC, CORE A*, CCF A)

10. Jingwen Zhou, Feifei Chen, Guangming Cui, Yong Xiang, Qiang He, FEUAGame: Fairness-aware Edge User Allocation for App Vendors, IEEE Transactions on Parallel and Distributed Systems, Vol. 35(8), pp. 1429-1443, 2024. (TPDS, CORE A*, CCF A)

11. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao, Long-Term Proof-of-Contribution: an Incentivized Consensus Algorithm for Blockchain-enabled Federated Learning, IEEE Transactions on Services Computing, Vol.17(5), pp. 2558 - 2570, 2024. (TSC, CORE A*, CCF A)

12. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao, Context-aware Consensus Algorithm for Blockchain-empowered Federated Learning, IEEE Transactions on Cloud Computing, Vol. 12, pp. 491-503, 2024. (TCC, CCF C)

13. Yao Zhao, Chenhao Xu, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao, A Learning-based Hierarchical Edge Data Corruption Detection Framework in Edge Intelligence, IEEE Internet of Things Journal, Vol. 11(10), pp. 18366-18380, 2024. (IoTJ)

14. Yao Zhao, Youyang Qu, Feifei Chen, Yong Xiang, Longxiang Gao, Data Integrity Verification in Mobile Edge Computing with Multi-vendor and Multi-server, IEEE Transactions on Mobile Computing, Vol. 23(5), pp. 5418 - 5432, 2024. (TMC, CORE A*, CCF A)

15. Yao Zhao, Youyang Qu, Yong Xiang, Chaochen Shi, Feifei Chen, Longxiang Gao, Long-term over One-off: Heterogeneity-oriented Dynamic Verification Assignment for Edge Data Integrity, IEEE Transactions on Mobile Computing, Vol. 23(5), pp. 4601-4616, 2024. (TMC, CORE A*, CCF A)

16. Lei Wang, Shuhan Chen, Feifei Chen*, Qiang He, Jiyuan Liu, B-Detection: Runtime Reliability Anomaly Detection for MEC Services with Boosting LSTM Autoencoder, IEEE Transactions on Mobile Computing, Vol. 23(4),  pp. 2599-2613, 2024. (TMC, CORE A*, CCF A)

17. Bo Li, Qiang He, Feifei Chen, Lingjuan Lyu, Athman Bouguettaya, Yun Yang, EdgeDis: Enabling Fast, Economical, and Reliable Data Dissemination for Mobile Edge Computing, IEEE Transactions on Services Computing,  Vol. 17, pp. 1504-1518, 2024. (TSC, CORE A*, CCF A)

2023

18. Feifei Chen, Jingwen Zhou, Xiaoyu Xia, Yong Xiang, Xuhong Tao, Qiang He, Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing, IEEE Transactions on Services Computing, Vol. 16(6), pp. 3946-3957, 2023. (TSC, CORE A*, CCF A)

19. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Yun Yang, EESaver: Saving Energy Dynamically for Green Mobile Edge Computing, IEEE Transactions on Parallel and Distributed Systems, Vol. 34(7), pp. 2155-2166, 2023.  (TPDS, CORE A*, CCF A)

20. Liang Yuan, Qiang He, Siyu Tan, Bo Li, Jiangshan Yu, Feifei Chen*, Yun Yang, CoopEdge+: Enabling Decentralized, Secure and Cooperative Multi-access Edge Computing based on Blockchain, IEEE Transactions on Parallel and Distributed Systems, Vol.34 (3), pp.894-908, 2023. (TPDS, CORE A*, CCF A) 

21. Guangming Cui, Qiang He, Feifei Chen*, Hai Jin, Yang Xiang, Yun Yang, Location Privacy Protection via Delocalization in 5G Mobile Edge Computing Environment, IEEE Transactions on Services Computing, Vol.16(1), pp. 412-423, 2023. (TSC, CORE A*, CCF A)

22. Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, John Grundy, Mohamed Abdelrazek, Athman Bouguettaya, Hai Jin, OL-MEDC: An Online Approach for Cost-effective Data Caching in Mobile Edge Computing Systems, IEEE Transactions on Mobile Computing, Vol.22(3), pp. 1646-1658, 2023. (TMC, CORE A*, CCF A)

23. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Tao Gu, Hai Jin and Yun Yang, Demand Response in NOMA-based Mobile Edge Computing: A Two-phase Game-theoretical Approach, IEEE Transactions on Mobile Computing, Vol. 22(3), pp. 1449-1463, 2023. (TMC, CORE A*, CCF A) ESI Highly Cited Paper

24. Jingwen Zhou, Feifei Chen*, Qiang He, Xiaoyu Xia, Rui Wang, Yong Xiang, Data Caching Optimization with Fairness in Mobile Edge Computing, IEEE Transactions on Services Computing, Vol.16(3), pp. 1750-1762, 2023. (TSC, CORE A*, CCF A)

25. Phu Lai, Qiang He, Feifei Chen*, Mohamed Abdelrazek, John Grundy, Yun Yang, Online User and Power Allocation in Dynamic NOMA-based Mobile Edge Computing, IEEE Transactions on Mobile Computing, Vol.22(1), pp. 6676-6689, 2023. (TMC, CORE A*, CCF A)

26. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen*, Fang Dong, Hai Jin, Yun Yang, OL-EUA: Online User Allocation for NOMA-based Mobile Edge Computing, IEEE Transactions on Mobile Computing, Vol. 22(4), pp. 2295 - 2306, 2023. (TMC, CORE A*, CCF A)

2022

27. Xiaoyu Xia, Feifei Chen*, Qiang He, John Grundy, Mohamed Abdelrazek, Jun Shen, Athman Bouguettaya, Hai Jin, Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems, IEEE Transactions on Parallel and Distributed Systems,  Vol. 33(12), pp. 4270 - 4281, 2022. (TPDS, CORE A*, CCF A)

28. Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, John Grundy, Mohamed, Abdelrazek, Xiaolong Xu, Hai Jin, Data, User and Power Allocations for Caching in Multi-Access Edge Computing, IEEE Transactions on Parallel and Distributed Systems, Vol. 33(5), pp. 1144- 1155, 2022. (TPDS, CORE A*, CCF A)

29. Phu Lai, Qiang He, Guangming Cui, Feifei Chen, John Grundy, Mohamed Abdelrazek, John Hosking, Yun Yang, Cost-Effective User Allocation in 5G NOMA-based Mobile Edge Computing Systems, IEEE Transactions on Mobile Computing, Vol. 21(12), pp. 4263 - 4278, 2022.(TMC, CORE A*, CCF A)

30. Guangming Cui, Qiang He, Feifei Chen, Yiwen Zhang, Hai Jin, Yun Yang, Interference-aware Game-theoretic Device Allocation for Mobile Edge Computing, IEEE Transactions on Mobile Computing, Vol. 21(11), pp. 4001 - 4012, 2022. (TMC, CORE A*, CCF A)

31. Phu Lai, Qiang He, Xiaoyu Xia, Feifei Chen, Mohamed Abdelrazek, John Grundy, John Hosking, Yun Yang, Dynamic User Allocation in Stochastic Mobile Edge Computing Systems, IEEE Transactions on Services Computing, Vol. 15(5), pp. 2699 - 2712, 2022. (TSC, CORE A*, CCF A)

32. Xiaoyu Xia, Feifei Chen, John Grundy, Mohamed Abdelrazek, Hai Jin, Qiang He, Constrained App Data Caching over Edge Server Graphs in Edge Computing Environment, IEEE Transactions on Services Computing, Vol. 15(5), pp. 2635 - 2647, 2022. (TSC, CORE A*, CCF A)

33. Ying Liu, Qiang He, Dequan Zheng, Xiaoyu Xia, Feifei Chen, Bin Zhang, Data Caching Optimization in the Edge Computing Environment, IEEE Transactions on Services Computing, Vol. 15(4), pp. 2074 - 2085, 2022. (TSC, CORE A*, CCF A)

34. Guangming Cui, Qiang He, Feifei Chen, Hai Jin and Yun Yang, Trading off between Multi-tenancy and Interference: A Service User Allocation Game, IEEE Transactions on Services Computing, Vol. 15(4), pp. 1980 - 1992, 2022. (TSC, CORE A*, CCF A)

35. Bo Li, Qiang He, Guangming Cui, Xiaoyu Xia, Feifei Chen, Hai Jin and Yun Yang, READ: Robustness-oriented Edge Application Deployment in Edge Computing Environment, IEEE Transactions on Services Computing, Vol. 15(3), pp. 1746 - 1759, 2022. (TSC, CORE A*, CCF A) ESI Highly Cited Paper

36. Guangming Cui, Qiang He, Feifei Chen, Hai Jin, Yun Yang, Trading off between User Coverage and Network Robustness for Edge Server Placement, IEEE Transactions on Cloud Computing, Vol. 10(3), pp. 2178 - 2189, 2022. (TCC, CCF C) ESI Highly Cited Paper

37. Phu Lai, Qiang He, John Grundy, Feifei Chen, Mohamed Abdelrazek, John Hosking, Yun Yang, Cost-Effective App User Allocation in an Edge Computing Environment, IEEE Transactions on Cloud Computing, Vol. 10(3), pp. 1701 - 1713, 2022. (TCC, CCF C) ESI Highly Cited Paper

38. Guangming Cui, Qiang He, Xiaoyu Xia, Phu Lai, Feifei Chen, Tao Gu, Yun Yang, Interference-aware SaaS User Allocation Game for Edge Computing, IEEE Transactions on Cloud Computing, Vol. 10(3), pp. 1888 -  1899, 2022. (TCC, CCF C)

39. Qiang He, Bo Li, Feifei Chen, John Grundy, Xin Xia, Yun Yang, Diversified Third-Party Library Prediction for Mobile App Development, IEEE Transactions on Software Engineering, Vol. 48(1), pp. 150 - 165, 2022. (TSE, CORE A*, CCF A)

40. Lianyong Qi, Qiang He, Feifei Chen, Xuyun Zhang, Wanchun Dou, Qiang Ni, Data-Driven Web APIs Recommendation for Building Web Applications, IEEE Transactions on Big Data, Vol. 8(3), pp. 685 - 698, 2022. (TBD, CCF C) ESI Highly Cited Paper

41. Guangming Cui, Qiang He, Bo Li, Xiaoyu Xia, Feifei Chen, Hai Jin and Yun Yang, Efficient Verification of Edge Data Integrity in Edge Computing Environment, IEEE Transactions on Services Computing, Vol. 15(6), pp. 3233-3244, 2022. (TSC, CORE A*, CCF A)

42. Bo Li, Qiang He, Feifei Chen, Hai Jin, Yang Xiang, Yun Yang, Inspecting Edge Data Integrity with Aggregated Signature in Distributed Edge Computing Environment, IEEE Transactions on Cloud Computing, Vol. 10(4), pp. 2691-2703, 2022. (TCC, CCF C)

43. Liang Yuan, Qiang He, Feifei Chen*, Jun Zhang, Lianyong Qi, Xiaolong Xu, Yang Xiang, Yun Yang, CSEdge: Enabling Collaborative Edge Storage for Multi-access Edge Computing based on Blockchain, IEEE Transactions on Parallel and Distributed Systems, Vol. 33(8), pp. 1873 - 1887, 2022. (TPDS, CORE A*, CCF A)

2021

44. Bo Li, Qiang He, Feifei Chen, Haipeng Dai, Hai Jin, Yang Xiang, Yun Yang, Cooperative Assurance of Cache Data Integrity for Mobile Edge Computing, IEEE Transactions on Information Forensics and Security, Vol. 16, pp. 4648 - 4662, 2021. (TIFS, CORE A, CCF A)

45. Jie Song, Qiang He, Feifei Chen, Ye Yuan, Ge Yu, PoBery: Possibly-complete Big Data Queries with Probabilistic Data Placement and Scanning, ACM/IMS Transactions on Data Science, Vol. 2(3), pp.1-28, 2021. (TDS)

46. Xiaoyu Xia, Feifei Chen, Qiang He, John Grundy, Mohamed Abdelrazek, Hai Jin, Online Collaborative Data Caching in Edge Computing, IEEE Transactions on Parallel and Distributed Systems, Vol.32(2), pp. 281-294, 2021. (TPDS, CORE A*, CCF A) ESI Highly Cited Paper

47. Xiaoyu Xia, Feifei Chen, Qiang He, John Grundy, Mohamed Abdelrazek, Hai Jin, Cost-Effective App Data Distribution in Edge Computing, IEEE Transactions on Parallel and Distributed Systems, Vol. 32(1), pp. 31 - 44, 2021. (TPDS, CORE A*, CCF A) ESI Highly Cited Paper

48. Yiwen Zhang, Kaibin Wang, Qiang He, Feifei Chen, Shuiguang Deng, Zibin Zheng, Yun Yang, Covering-based Web Service Quality Prediction via Neighborhood-aware Matrix Factorization, IEEE Transactions on Services Computing, Vol. 14(5), pp. 1333 - 1344, 2021. (TSC, CORE A*, CCF A) ESI Highly Cited Paper

49. Yiwen Zhang, Guangming Cui, Shuiguang Deng, Feifei Chen, Yan Wang, and Qiang He, Efficient Query of Quality Correlation for Service Composition, IEEE Transactions on Services Computing, Vol. 14(3), pp. 695 - 709, 2021. (TSC, CORE A*, CCF A) ESI Highly Cited Paper

50. Bo Li, Qiang He, Feifei Chen, Hai Jin, Yang Xiang, Yun Yang, Auditing Cache Data Integrity in the Edge Computing Environment, IEEE Transactions on Parallel and Distributed Systems, Vol. 32(5), pp. 1210 - 1223, 2021.  (TPDS, CORE A*, CCF A)

2020

51. Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, Phu Lai, Mohamed Abdelrazek, John Grundy, Hai Jin, Graph-based Data Caching Optimization for Edge Computing, Future Generation Computer Systems, Vol. 113, pp. 228-239, 2020. (FGCS, CORE A, CCF C)

52. Phu Lai, Qiang He, Guangming Cui, Xiaoyu Xia, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, Yun Yang, QoE-aware User Allocation in Edge Computing Systems with Dynamic QoS, Future Generation Computer Systems, Vol. 112, pp. 684-694, 2020. (FGCS, CORE A, CCF C)

53. Qiang He, Guangming Cui, Xuyun Zhang, Feifei Chen, Shuiguang Deng, Hai Jin, Yun Yang, A Game-Theoretical Approach for User Allocation in Edge Computing Environment, IEEE Transactions on Parallel and Distributed Systems, Vol. 31(3), pp. 515 - 529, 2020. (TPDS, CORE A*, CCF A) ESI Highly Cited Paper

2019

54. Niroshinie  Fernando, Seng Loke, Iman Avazpour, Feifei Chen, Amin Bakhshandehabkenar, Amani Ibrahim, Opportunistic fog for IoT: challenges and opportunities, IEEE Internet of Things Journal, Vol. 6(5), pp. 8897 - 8910, 2019. (IoTJ)

55. Lianyong Qi, Qiang He, Feifei Chen, Wanchun Dou, Shaohua Wan, Xuyun Zhang, Xiaolong Xu, Finding All You Need: Web APIs Recommendation in Web of Things through Keywords Search, IEEE Transactions on Computational Social Systems, Vol. 6(5), pp. 1063-1072, 2019. (TCSS)

Before 2019

56. Qiang He, Rui Zhou, Xuyun Zhang, Yanchun Wang, Dayong Ye, Feifei Chen, John Grundy, and Yun Yang, Keyword Search for Building Service-Based Systems, IEEE Transactions on Software Engineering, Vol. 43(7), pp. 658-674, 2017. (TSE, CORE A*, CCF A)

57. Qiang He, Xiaoyuan Xie, Yanchun Wang, Dayong Ye, Feifei Chen, Hai Jin, and Yun Yang, Localising Runtime Anomalies in Service-Oriented Systems, IEEE Transactions on Services Computing, Vol. 10 (1), pp. 94-106, 2017. (TSC, CORE A*, CCF A)

Conference Papers (39)

2025

1. Qiang He, Kaibin Wang, Zeqian Dong, Liang Yuan, Feifei Chen*, Hai Jin, Yun Yang, Hourglass: Enabling Efficient Split Federated Learning with Data Parallelism, 20th ACM European Conference on Computer Systems, pp. 1317-1333,  Rotterdam, Netherlands, 2025. (EuroSys2025, CORE A*, CCF A)

2. Kaibin Wang, Qiang He, Zeqian Dong, Rui Chen, Chuan He, Caslon Chua, Feifei Chen*, Yun Yang, Maverick: Personalized Edge-Assisted Federated Learning with Contrastive Training, 34th The Web Conference, pp. 817-828, Sydney, Australia, 2025. (WWW2025, CORE A*, CCF A)

3. Jiyu Yang, Qiang He, Zheyu Zhou, Xiaohai Dai, Feifei Chen*, Cong Tian, Yun Yang, EdgeThemis: Ensuring Model Integrity for Edge Intelligence, 34th The Web Conference, pp. 3136 - 3146, 2025. (WWW2025, CORE A*, CCF A)

2024

4. Qiang He, Jiyu Yang, Feifei Chen, Cong Tian, Yanhui Li, Yun Yang, DynaEDI: Decentralized Integrity Verification for Dynamic Edge Data, 22nd International Conference on Service-Oriented Computing, pp. 263-280, Tunis, Tunisia, 2024. (ICSOC2024, CORE A, CCF B) DISTINGUISHED PAPER AWARD

2023

5. Qiang He, Siyu Tan, Feifei Chen*, Xiaolong Xu, Lianyong Qi, Xinhong Hei, Hai Jin and Yun Yang, EDIndex: Enabling Fast Data Queries in Edge Storage Systems, 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 675-685, Taipei, Taiwan, 2023. (SIGIR, CORE A*, CCF A)

6. Zeqian Dong, Qiang He, Feifei Chen*, Hai Jin, Tao Gu, and Yun Yang, EdgeMove: Pipelining Device-Edge Model Training for Mobile Intelligence, 32nd The ACM Web Conference, pp. 3142-3153, Austin, Texas, USA, 2023. (WWW2023, CORE A*, CCF A)

7. Liang Yuan, Qiang He, Feifei Chen*, Ruihan Dou, Hai Jin, and Yun Yang, PipeEdge: A Trusted Pipelining Collaborative Edge Training based on Blockchain, 32nd The ACM Web Conference, pp. 3033-3043, Austin, Texas, USA, 2023. (WWW2023, CORE A*, CCF A)

8. Kaibin Wang, Qiang He, Feifei Chen*, Chunyang Chen, Faliang Huang, Hai Jin, and Yun Yang, FlexiFed: Personalized Federated Learning for Edge Clients with Heterogeneous Model Architectures, 32nd The ACM Web Conference, pp. 2979-2990, Austin, Texas, USA, 2023. (WWW2023, CORE A*, CCF A)

9. Kaibin Wang, Qiang He, Feifei Chen*, Hai Jin, and Yun Yang, FedEdge: Accelerating Edge-Assisted Federated Learning, 32nd The ACM Web Conference, pp. 2895-2904, Austin, Texas, USA, 2023. (WWW2023, CORE A*, CCF A)

2022

10. Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, John Grundy, Mohamed Abdelrazek, Fang Dong, Formulating Interference-aware Data Delivery Strategies in Edge Storage Systems, 51st International Conference on Parallel Processing, pp. 1-11, Bordeaux, France, 2022. (ICPP2022, CORE A, CCF B)

11. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Yun Yang, Energy-efficient Edge Server Management for Edge Computing: A Game-theoretical Approach, 51st International Conference on Parallel Processing, pp. 1-11, Bordeaux, France, 2022. (ICPP2022, CORE A, CCF B)

12. Bo Li, Qiang He, Liang Yuan, Feifei Chen*, Lingjuan Lyu, Yun Yang, EdgeWatch: Collaborative Investigation of Data Integrity at the Edge based on Blockchain, 28th SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 3208 – 3218, Washington DC, USA, 2022. (SIGKDD2022, CORE A* CCF A)

13. Qiang He, Zeqian Dong, Feifei Chen*, Shuiguang Deng, Weifa Liang, and Yun Yang, Pyramid: Enabling Hierarchical Neural Networks with Edge Computing, 31st The ACM Web Conference, pp.1860-1870, Lyon, France, 2022. (WWW2022, CORE A*, CCF A)

2021

14. Ying Liu, Yuzhen Han, Ao Zhang, Xiaoyu Xia, Feifei Chen, Mingwei Zhang, Qiang He, QoE-aware Data Caching Optimization with Budget in Edge Computing, 28th IEEE International on Web Services, pp. 324-334, Chicago, USA, 2021. (ICWS2021, CORE A)

15. Bo Li, Qiang He, Feifei Chen, Xin Xia, Li Li, John Grundy, Yun Yang, Embedding App-Library Graph for Neural Third Party Library Recommendation, ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 466-477, Athens, Greece, 2021. (ESEC/FSE2021, CORE A*, CCF A)

16. Liang Yuan, Qiang He, Siyu Tan, Bo Li, Jiangshan Yu, Feifei Chen, Hai Jin, Yun Yang, CoopEdge: A Decentralized Blockchain-based Platform for Cooperative Edge Computing, 30th The ACM Web Conference, pp. 2245 - 2257, Ljubljana, Slovenia, 2021. (WWW2021, CORE A*, CCF A)

2020

17. Wei Du, Xiran Zhang, Qiang He, Wei Liu, Guangming Cui, Feifei Chen, Yuan Ji, Chenran Cai, Yanchao Yang, Fault-tolerating Edge Computing with Server Redundancy based on a Variant of Group Degree Centrality, 18th International Conference on Service-Oriented Computing, pp. 193 - 200, Dubai, UAE, 2020. (ICSOC2020, CORE A, CCF B)

18. Feifei Chen, Jingwen Zhou, Xiaoyu Xia, Hai Jin and Qiang He, Optimal Application Deployment in Mobile Edge Computing Environment, 13th IEEE International Conference on Cloud Computing, pp. 184 - 192, Beijing, China, 2020. (CLOUD2020, CORE B, CCF C)

19. Ying Liu, Ao Zhang, Xiaoyu Xia, Feifei Chen, Qiang He and Bin Zhang, Proactive Data Caching and Replacement in the Edge Computing Environment, 13th IEEE International Conference on Cloud Computing, pp.193 – 200, Beijing, China, 2020. (CLOUD2020, CORE B, CCF C)

20. Xiaoyu Xia, Feifei Chen, Guangming Cui, Mohamed Abdelrazek, John Grundy, Hai Jin, Qiang He, Budgeted Data Caching based on k-Median in Mobile Edge Computing, 27th IEEE International Conference on Web Services, pp. 197 - 206, Beijing, China, 2020. (ICWS2020, CORE A, CCF B)

21. Phu Lai, Qiang He, Guangming Cui, Feifei Chen, Mohamed Abdelrazek, John Grundy, John Hosking and Yun Yang, Quality of Experience-Aware User Allocation in Edge Computing Systems: A Potential Game, 40th IEEE International Conference on Distributed Computing Systems, pp. 223 - 233, Singapore, 2020. (ICDCS2020, CORE A, CCF B)

22. Jean-Guy Schneider, Peter Eklund, Kevin Lee, Feifei Chen, Andrew Cain, Mohamed Abdelrazek, Adopting Industry Agile Practices in Large-scale Capstone Education, 42nd International Conference on Software Engineering, pp. 119 - 129,  Seoul, South Korea, 2020. (ICSE2020)

23. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Hai Jin and Yun Yang, Robustness-oriented k Edge Server Placement, 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, pp. 81 - 90, Melbourne, Australia, 2020. (CCGrid2020, CORE A, CCF C)

2019

24. Hongyu Sun, Qiang He, Kewen Liao, Timos Sellis, Longkun Guo, Xuyun Zhang, Jun Shen and Feifei Chen, Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams, IEEE International Conference on Big Data, pp. 1218 - 1223, Los Angeles, USA, 2019. (Big Data)

25. Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, Phu Lai, Mohamed Abdelrazek, John Grundy, and Hai Jin, Graph-based Optimal Data Caching in Edge Computing, 17th International Conference on Service-Oriented Computing, pp. 477 - 493, Toulouse, France, 2019. (CORE A, ICSOC2019, CCF B)

26. Phu Lai, Qiang He, Guangming Cui, Xiaoyu Xia, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, and Yun Yang, Edge User Allocation with Dynamic Quality of Service, 17th International Conference on Service-Oriented Computing, pp. 86 - 101, Toulouse, France, 2019. (CORE A, ICSOC2019, CCF B)

27. Ying Liu, Qiang He, Dequan Zheng, Mingwei Zhang, Feifei Chen, and Bin Zhang, Data Caching Optimization in the Edge Computing Environment, 26th IEEE International Conference on Web Services, pp. 99 - 106, Milan, Italy, 2019. (CORE A, ICWS2019, CCF B)

28. Wei Du, Qiwang Lei, Qiang He, Wei Liu, Feifei Chen, Lei Pan, Tao Lei and Hailiang Zhao, Multiple Energy Harvesting Devices Enabled Joint Computation Offloading and Dynamic Resource Allocation for Mobile-Edge Computing Systems, 26th IEEE International Conference on Web Services, pp. 83 - 90, Milan, Italy, 2019. (ICWS2019, CORE A, CCF B)

29. Yiwen Zhang, Lei Wu, Qiang He, Feifei Chen, Shuiguang Deng and Yun Yang, Diversified Quality Centric Service Recommendation, 26th IEEE International Conference on Web Services, pp. 83 - 90, Milan, Italy, 2019. (ICWS2019, CORE A, CCF B)

Before 2019

30. Phu Lai, Qiang He, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, and Yun Yang, Optimal Edge User Allocation in Edge Computing with Variable Sized Vector Bin Packing, 16th International Conference on Service-Oriented Computing, pp. 126 - 133, Hangzhou, China, 2018. (ICSOC2018, CORE A, CCF B) BEST PAPER AWARD

31. Qiang He, Rui Zhou, Xuyun Zhang, Yanchun Wang, Dayong Ye, Feifei Chen, Shiping Chen, John Grundy, and Yun Yang, Efficient Keyword Search for Building Service-based Systems-based on Dynamic Programming, 15th International Conference on Service-Oriented Computing, pp. 462-470, Málaga, Spain, 2017. (ICSOC2017, CORE A, CCF B)

32. Yiwen Zhang, Xiaofei Ai, Qiang He, Xuyun Zhang, Wanchun Dou, Feifei Chen, Liang Chen, and Yun Yang, Personalized Quality Centric Service Recommendation, 15th International Conference on Service-Oriented Computing, pp. 528-544, Málaga, Spain, 2017. (ICSOC2017, CORE A, CCF B)

33. Feifei Chen, John Grundy, Jean-Guy Schneider, Yun Yang and Qiang He, “StressCloud: A Tool for Analysing Performance and Energy Consumption of Cloud Applications”, 37th International Conference on Software Engineering, pp. 1 - 4, Florence, Italy, 2015. (ICSE2015, CORE A*)

34. Qiang He, Jun Han, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, and Hai Jin, QoS-Aware Service Selection for Customisable Multi-Tenant Service-Based Systems: Maturity and Approaches, International Conference on Cloud Computing, pp. 237-244, New York, USA, 2015. (CLOUD2015, CORE B, CCF C)

35. Qiang He, Xiaoyuan Xie, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, and Hai Jin, Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems, 12th International Conference on Services Computing, pp. 90-97, New York, USA, 2015. (SCC2015, CORE B, CCF C)

36. Feifei Chen, John Grundy, Jean-Guy Schneider, Yun Yang, and Qiang He, Automating Performance and Energy Consumption Analysis for Cloud Applications, IEEE 11th World Congress on Services, pp. 63-70, New York, USA, 2015. (SERVICES2015)

37. Feifei Chen, John Grundy, Jean-Guy Schneider, Yun Yang and Qiang He, Automated Analysis of Performance and Energy Consumption for Cloud Applications, 5th ACM/SPEC International Conference on Performance Engineering, pp. 39-50, Dublin, Ireland, 2014. (ICPE2014, CORE B)

38. Feifei Chen, John Grundy, Yun Yang, Jean-Guy Schneider and Qiang He, Experimental Analysis of Task-based Energy Consumption in Cloud Computing Systems, 4th ACM/SPEC International Conference on Performance Engineering, pp. 295-306, Prague, Czech Republic, 2013. (ICPE2013, CORE B)

39. Feifei Chen, Jean-Guy Schneider, Yun Yang, John Grundy and Qiang He, An Energy Consumption Model and Analysis Tool for Cloud Computing Environments, 1st International Workshop on Green and Sustainable Software at 34th International Conference on Software Engineering, pp. 45 - 50, Zurich, Switzerland, 2012. (ICSE2012 GREENS)