Hong Shen
School of Computer and Mathematical Sciences
Faculty of Sciences, Engineering and Technology
Eligible to supervise Masters and PhD - email supervisor to discuss availability.
Professor Hong Shen's research interests include parallel and distributed computing, algorithms, privacy and security, data mining, high performance networks.
- My Research
- Career
- Publications
- Grants and Funding
- Teaching
- Supervision
- Professional Activities
- Contact
Main on-going research projects include the following lists:
• Privacy Preserving Computing (cloud, IoT, mobile devices, data mining, traffic classification)
• Network Optimisation (path, topology, data distribution, barrier coverage)
• Resource Allocation (cloud, data centre networks)
• Social Networks (IR, diversified search, flow analysis)
• Big Data Computing (stream data analysis, attribute reduction)
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Appointments
Date Position Institution name 2006 - ongoing Professor of Computer Science University of Adelaide, Adelaide 2001 - 2006 Professor and Head of Computer Networks Laboratory Japan Advanced Institute of Science and Technology, Ishikawa 2000 - 2001 Professor of Computer Science Griffith University 1998 - 2000 Associate Professor Griffith University 1995 - 1997 Senior Lecturer Griffith University 1992 - 1994 Lecturer Griffith University 1991 - 1992 Assistant Professor Åbo Akademi University 1990 - 1991 Research Fellow Åbo Akademi University, Turku 1988 - 1990 Research Assistant Åbo Akademi University, Turku -
Awards and Achievements
Date Type Title Institution Name Country Amount 2008 Achievement Sky-sea Scholar Dalian University of Technology - - 2005 Research Award Best Paper Award, ICCNMC 2005 IEEE Computer Society - - 2005 Award Hundred Talents Chinese Academy of Sciences China - 2004 Achievement Outstanding Scholar - - - 2003 Achievement Outstanding Scholar Japan Advanced Institute of Science and Technology - - 2002 Research Award Outstanding Paper Award, HPSR2002 - - - 1996 Achievement Outstanding Achievement Griffith University - - 1994 Achievement Outstanding Achievement Griffith University - - -
Education
Date Institution name Country Title 1988 - 1991 Åbo Akademi University, Turku Finland Ph.D 1987 - 1988 University of Science and Technology of China, Hefei China Ph.D study 1984 - 1987 University of Science and Technology of China, Hefei China M. Eng. 1980 - 1984 University of Science and Technology Beijing, Beijing China B. Eng. (Hons). -
Certifications
Date Title Institution name Country 2010 China National Endowed Expert China Central Government - -
Research Interests
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Journals
Year Citation 2023 Wang, X., Shen, H., & Tian, H. (2023). Efficient and Fair: Information-Agnostic Online Coflow Scheduling by Combining Limited Multiplexing with DRL. IEEE Transactions on Network and Service Management, 1.
2023 Shen, H., Tian, H., & Sang, Y. (2023). Guest Editorial – Parallel and Distributed Computing and Applications. Computer Science and Information Systems, 20(1), ix.
2023 Hou, Z., Shen, H., Feng, Q., Lv, Z., Jin, J., Zhou, X., & Gu, J. (2023). Optimizing job scheduling by using broad learning to predict execution times on HPC clusters. CCF Transactions on High Performance Computing.
2022 Yang, Y., & Shen, H. (2022). Deep Reinforcement Learning Enhanced Greedy Optimization for Online Scheduling of Batched Tasks in Cloud HPC Systems. IEEE Transactions on Parallel and Distributed Systems, 33(11), 3003-3014.
Scopus7 WoS22022 Zha, B., & Shen, H. (2022). Adaptively Periodic I/O Scheduling for Concurrent HPC Applications. Electronics (Switzerland), 11(9), 1318.
2022 Chen, Z. S., Tian, H., & Shen, H. (2022). Improve the quality of charging services for rechargeable wireless sensor networks by deploying a mobile vehicle with multiple removable chargers. Wireless Networks, 28(7), 2805-2819.
Scopus12022 Lu, Z., & Shen, H. (2022). Augmentation-Based Edge Differentially Private Path Publishing in Networks. IEEE Transactions on Network and Service Management, 19(4), 5183-5195.
2022 Hou, Z., Shen, H., Zhou, X., Gu, J., Wang, Y., & Zhao, T. (2022). Prediction of job characteristics for intelligent resource allocation in HPC systems: a survey and future directions. Frontiers of Computer Science, 16(5), 1-17.
Scopus42022 Cao, L., & Shen, H. (2022). CSS: Handling imbalanced data by improved clustering with stratified sampling. Concurrency and Computation: Practice and Experience, 34(2).
Scopus62022 Chen, Z., Shen, H., Wang, T., & Zhao, X. (2022). An adaptive on-demand charging scheme for rechargeable wireless sensor networks. Concurrency and Computation: Practice and Experience, 34(2).
Scopus42022 Tian, H., Wang, L., Shen, H., & Liew, A. W. C. (2022). Improved Ensemble Classification for Evolving Data Streams. IEEE Intelligent Systems, 37(1), 38-50.
Scopus12022 Huang, H., & Shen, H. (2022). Fairness-aware scheduling of dynamic cross-job coflows in shared datacenters based on meta learning. Computers and Electrical Engineering, 100, 107815.
Scopus22022 Xie, L., Shen, H., & Feng, D. (2022). Structural–Temporal embedding of large-scale dynamic networks with parallel implementation. Computers and Electrical Engineering, 100, 107835.
Scopus42022 Shi, Y., & Shen, H. (2022). Unsupervised anomaly detection for network traffic using artificial immune network. Neural Computing and Applications, 34(15), 1-21.
Scopus3 WoS32022 He, H., Shen, H., Hao, Q., & Tian, H. (2022). Online delay-guaranteed workload scheduling to minimize power cost in cloud data centers using renewable energy. Journal of Parallel and Distributed Computing, 159, 51-64.
Scopus92022 Tian, H., Liew, A. W. C., & Shen, H. (2022). Advances in parallel and distributed computing and its applications. Concurrency and Computation: Practice and Experience, 34(2).
Scopus12021 Zha, B., & Shen, H. (2021). Improved probabilistic I/O scheduling for limited-size Burst-Buffers deployed HPC. Parallel Computing, 101, 102708.
Scopus12021 Lu, Z., & Shen, H. (2021). Differentially private k-means clustering with convergence guarantee. IEEE Transactions on Dependable and Secure Computing, 18(4), 1541-1552.
Scopus4 WoS32021 Li, S., Tian, H., Shen, H., & Sang, Y. (2021). Privacy-preserving trajectory data publishing by dynamic anonymization with bounded distortion. ISPRS International Journal of Geo-Information, 10(2), 78.
Scopus52021 Liang, D., Shen, H., & Chen, L. (2021). Maximum target coverage problem in mobile wireless sensor networks. Sensors (Switzerland), 21(1), 1-13.
Scopus23 Europe PMC22021 He, H., & Shen, H. (2021). Minimizing the operation cost of distributed green data centers with energy storage under carbon capping. Journal of Computer and System Sciences, 118, 28-52.
Scopus42021 Deng, Z., Shen, H., Cao, D., Yan, Z., & Huang, H. (2021). Task scheduling on heterogeneous multiprocessor systems through coherent data allocation. Concurrency and Computation: Practice and Experience, 33(10).
Scopus42021 Liang, D., & Shen, H. (2021). Efficient algorithms for max-weighted point sweep coverage on lines. Sensors, 21(4), 1-19.
Scopus42021 Deng, Z., Cao, D., Shen, H., Yan, Z., & Huang, H. (2021). Reliability-aware task scheduling for energy efficiency on heterogeneous multiprocessor systems. Journal of Supercomputing, 77(10), 11643-11681.
Scopus162021 Shen, H., Tian, H., & Sang, Y. (2021). Introduction to the special section on advances in parallel and distributed computing, applications and technologies (VSI-pdcat3). Computers and Electrical Engineering, 92, 107147.
2020 Horng, S., Li, T., & Shen, H. (2020). Editorial. International Journal of Ad Hoc and Ubiquitous Computing, 34(2), 61-62. 2020 Wei, W., Wang, K., Wang, K., Gu, H., & Shen, H. (2020). Multi-resource balance optimization for virtual machine placement in cloud data centers. Computers and Electrical Engineering, 88, 11 pages.
Scopus17 WoS82020 Shen, H., Tian, H., & Sang, Y. (2020). Guest editorial parallel computing and applications. Computer Science and Information Systems, 17(3), i-ii.
2020 Huang, H., Meng, Z., & Shen, H. (2020). Competitive and complementary influence maximization in social network: A follower's perspective. Knowledge-Based Systems, 213, 1-11.
Scopus21 WoS162020 Tian, H., Sheng, W., Shen, H., & Wang, C. (2020). Truth finding by reliability estimation on inconsistent entities for heterogeneous data sets. Knowledge-Based Systems, 187, 104828-1-104828-13.
Scopus10 WoS72020 Huang, H., Shen, H., & Meng, Z. (2020). Community-based influence maximization in attributed networks. Applied Intelligence, 50(4), 354-364.
Scopus19 WoS142020 Park, J. H., & Shen, H. (2020). Introduction to the Special Section on Artificial Intelligence-based Information Security. Computers and Electrical Engineering, 82, 3 pages.
2020 Deng, Z., Yan, Z., Huang, H., & Shen, H. (2020). Energy-aware task scheduling on heterogeneous computing systems with time constraint. IEEE Access, 8, 23936-23950.
Scopus17 WoS152020 Saxena, N., Shen, H., Komninos, N., Choo, K. K. R., & Chaudhari, N. S. (2020). BVPSMS: A batch verification protocol for end-to-end secure SMS for mobile users. IEEE Transactions on Dependable and Secure Computing, 17(3), 550-565.
Scopus7 WoS72019 Le, B., Shen, H., Nguyen, H., & Falkner, N. (2019). Improved network community detection using meta-heuristic based label propagation. Applied Intelligence, 49(4), 1451-1466.
Scopus15 WoS112019 Huang, H., Shen, H., Meng, Z., Chang, H., & He, H. (2019). Community-based influence maximization for viral marketing. Applied Intelligence, 49(6), 2137-2150.
Scopus71 WoS292019 Li, S., Shen, H., Huang, Q., & Guo, L. (2019). Optimizing the sensor movement for barrier coverage in a sink-based deployed mobile sensor network. IEEE Access, 7, 156301-156314.
Scopus3 WoS12019 Horng, S. J., Pan, Y., Shen, H., & Khan, M. K. (2019). Preface. International Journal of Computational Science and Engineering, 20(2), 131-132. 2019 Li, S., & Shen, H. (2019). Minimizing maximum movement of sensors for line barrier coverage in the plane. Computer Networks, 163(9), 106841-1-106841-13.
Scopus6 WoS42019 Shen, H., Tian, H., & Sang, Y. (2019). Foreword to the Special Section on Parallel and Distributed Computing, Applications and Technologies. Concurrency and Computation: Practice and Experience, 31(21), 2 pages.
WoS12019 Li, S., Shen, H., Sang, Y., & Tian, H. (2019). An efficient method for privacy-preserving trajectory data publishing based on data partitioning. Journal of Supercomputing, 76(7), 25 pages.
Scopus92019 Meng, Z., & Shen, H. (2019). Fast top-k similarity search in large dynamic attributed networks. Information Processing and Management, 56(6), 102074-1-102074-18.
Scopus5 WoS42019 Huang, H., Shen, H., & Meng, Z. (2019). Item diversified recommendation based on influence diffusion. Information Processing and Management, 56(3), 939-954.
Scopus17 WoS142019 Xiao, T., & Shen, H. (2019). Neural variational matrix factorization for collaborative filtering in recommendation systems. Applied Intelligence, 49(10), 3558-3569.
Scopus32 WoS262018 He, H., Shen, H., & Liang, D. (2018). Cost-minimizing online algorithm for internet green data centers on multi-source energy. Concurrency Computation, 31(21), 1-19.
Scopus5 WoS42018 Meng, Z., Shen, H., Huang, H., Liu, W., Wang, J., & Sangaiah, A. (2018). Search result diversification on attributed networks via nonnegative matrix factorization. Information Processing and Management, 54(6), 1277-1291.
Scopus12 WoS82018 Meng, Z., & Shen, H. (2018). Scalable aspects learning for intent-aware diversified search on social networks. IEEE Access, 6, 37124-37137.
Scopus4 WoS32018 Tian, H., Liu, J., & Shen, H. (2018). Diffusion wavelet-based privacy preserving in social networks. Computers and Electrical Engineering, 67, 415-424.
Scopus2 WoS12018 Wei, R., Tian, H., & Shen, H. (2018). Improving k-anonymity based privacy preservation for collaborative filtering. Computers and Electrical Engineering, 67, 509-519.
Scopus33 WoS202018 Chen, Z., & Shen, H. (2018). A grid-based reliable multi-hop routing protocol for energy-efficient wireless sensor networks. International Journal of Distributed Sensor Networks, 14(3), 1-17.
Scopus23 WoS112018 Meng, Z., & Shen, H. (2018). Dissimilarity-constrained node attribute coverage diversification for novelty-enhanced top-k search in large attributed networks. Knowledge-Based Systems, 150, 85-94.
Scopus7 WoS72017 Guo, L., Shen, H., & Zhu, W. (2017). Efficient approximation algorithms for multi-antennae largest weight data retrieval. IEEE Transactions on Mobile Computing, 16(12), 3320-3333.
Scopus18 WoS182017 Cao, L., & Shen, H. (2017). Imbalanced data classification based on hybrid re-sampling and twin support vector machine. Computer Science and Information Systems, 14(3), 579-595.
Scopus8 WoS92017 Guo, L., & Shen, H. (2017). Efficient approximation algorithms for the bounded flexible scheduling problem in clouds. IEEE Transactions on Parallel and Distributed Systems, 28(12), 3511-3520.
Scopus30 WoS272017 Liang, S., Yilmaz, E., Shen, H., De Rijke, M., & Croft, W. (2017). Search result diversification in short text streams. ACM Transactions on Information Systems, 36(1), 35 pages.
Scopus20 WoS122017 Qiu, Z., & Shen, H. (2017). User clustering in a dynamic social network topic model for short text streams. Information Sciences, 414, 102-116.
Scopus26 WoS222017 He, P., Shen, H., & Luan, S. (2017). Efficient algorithm for data retrieval problem with multi-item request in wireless data broadcast. Journal of Internet Technology, 18(3), 601-611.
Scopus2 WoS22017 Wang, Y., Shen, H., & Fan, J. (2017). Edge-independent spanning trees in augmented cubes. Theoretical Computer Science, 670, 23-32.
Scopus16 WoS162017 He, P., Shen, H., Guo, L., & Li, Y. (2017). Efficient data retrieval algorithms for multiple requests in MIMO wireless networks. International Journal of Communication Systems, 30(1), 1-22.
Scopus52016 He, P., Shen, H., & Tian, H. (2016). Corrigendum to 'On-demand data broadcast with deadlines for avoiding conflicts in wireless networks' [The Journal of Systems and Software 103 (2015) 118-127]. Journal of Systems and Software, 111, 323.
2016 He, P., Shen, H., & Li, Y. (2016). Tree-based data retrieval algorithm for multi-item request with deadline in wireless networks. Peer-to-Peer Networking and Applications, 9(1), 92-107.
Scopus1 WoS12016 Li, Y., Shen, H., Lang, C., & Dong, H. (2016). Practical anonymity models on protecting private weighted graphs. Neurocomputing, 218, 359-370.
Scopus92016 He, P., & Shen, H. (2016). On-demand multimedia data broadcast in MIMO wireless networks. Physical Communication, 20, 1-16.
Scopus8 WoS362016 Ji, K., & Shen, H. (2016). Jointly modeling content, social network and ratings for explainable and cold-start recommendation. Neurocomputing, 218, 1-12.
Scopus17 WoS152016 Sang, Y., Shen, H., Tian, H., & Zhang, Z. (2016). Achieving probabilistic anonymity in a linear and hybrid randomization model. IEEE Transactions on Information Forensics and Security, 11(10), 2187-2202.
Scopus10 WoS72016 Shu, W., & Shen, H. (2016). Multi-criteria feature selection on cost-sensitive data with missing values. Pattern Recognition, 51, 268-280.
Scopus27 WoS222016 Zhang, Z., & Shen, H. (2016). An experimental study on social regularization with user interest similarity. Lecture Notes in Electrical Engineering, 368, 31-38.
2016 Zhao, X., & Shen, H. (2016). Online algorithms for 2D bin packing with advice. Neurocomputing, 189, 25-32.
Scopus4 WoS32015 He, P., & Shen, H. (2015). Efficient data retrieval algorithms for avoiding 2-slot conflicts inwireless data broadcast. Ad-Hoc and Sensor Wireless Networks, 29(1-4), 287-310.
Scopus5 WoS42015 Kong, L., & Shen, H. (2015). Achieving inter-domain routing security based on distributed translator trust model. Computer Science and Information Systems, 12(4), 1327-1344.
Scopus1 WoS12015 Lu, Z., & Shen, H. (2015). An accuracy-assured privacy-preserving recommender system for internet commerce. Computer Science and Information Systems, 12(4), 1307-1326.
Scopus1 WoS12015 Wu, Y., Shen, H., & Sheng, Q. (2015). A cloud-friendly RFID trajectory clustering algorithm in uncertain environments. IEEE Transactions on Parallel and Distributed Systems, 26(8), 2075-2088.
Scopus16 WoS132015 Liu, Q., Shen, H., & Sang, Y. (2015). Privacy-preserving data publishing for multiple numerical sensitive attributes. Tsinghua Science and Technology, 20(3), 246-254.
Scopus37 WoS272015 Zhao, X., & Shen, H. (2015). 2-Space bounded online cube and hypercube packing. Tsinghua Science and Technology, 20(3), 255-263.
Scopus32015 Park, J. H., Shen, H., Cao, J. N., Xhafa, F., & Jeong, Y. S. (2015). Advanced Modeling and Services Based Mathematics for Ubiquitous Computing. Mathematical Problems in Engineering, 2015, 3 pages.
Scopus1 WoS12015 Liao, K., Shen, H., & Guo, L. (2015). Improved approximation algorithms for constrained fault-tolerant resource allocation. Theoretical Computer Science, 590, 118-128.
Scopus2 WoS12015 Xu, S., Yang, F., Zhou, X., Zhuang, Y., Liu, B., Mu, Y., . . . Wu, D. (2015). Uniform PEGylated PLGA microcapsules with embedded Fe<inf>3</inf>O<inf>4</inf> nanoparticles for US/MR dual-modality imaging. ACS Applied Materials and Interfaces, 7(36), 20460-20468.
Scopus47 Europe PMC202015 Huang, J., Tao, Z., Xue, M., Liu, J., Shi, D., Yao, C., . . . Shu, X. (2015). The value of echocardiography in assessing the prognosis of acute pulmonary embolism patients. Fudan University Journal of Medical Sciences, 42(3), 398-402.
2015 Li, D., Niu, Y., Yang, Y., Wang, X., Yang, F., Shen, H., & Wu, D. (2015). Synthesis and self-assembly behavior of POSS-embedded hyperbranched polymers. Chemical Communications, 51(39), 8296-8299.
Scopus43 Europe PMC92015 Guo, L., Shen, H., & Liao, K. (2015). Improved approximation algorithms for computing k disjoint paths subject to two constraints. Journal of Combinatorial Optimization, 29(1), 153-164.
Scopus6 WoS52015 He, P., Shen, H., & Tian, H. (2015). On-demand data broadcast with deadlines for avoiding conflicts in wireless networks. The Journal of Systems and Software, 103(C), 118-127.
Scopus12 WoS112015 Ji, K., & Shen, H. (2015). Addressing cold-start: scalable recommendation with tags and keywords. Knowledge-Based Systems, 83(1), 42-50.
Scopus53 WoS422015 Ji, K., & Shen, H. (2015). Making recommendations from top-N user-item subgroups. Neurocomputing, 165, 228-237.
Scopus14 WoS112014 Shu, W., & Shen, H. (2014). Incremental feature selection based on rough set in dynamic incomplete data. Pattern Recognition, 47(12), 3890-3906.
Scopus103 WoS862014 Tian, H., Sang, Y., Shen, H., & Zhou, C. (2014). Probability-Model based network traffic matrix estimation. Computer Science and Information Systems, 11(1), 309-320.
WoS12014 Liao, K., & Shen, H. (2014). LP-based approximation algorithms for reliable resource allocation. Computer Journal, 57(1), 154-164.
2014 Wu, J., Shen, H., Xiao, Z., Wu, Y., & Li, Y. (2014). Boosting Manifold Ranking for image retrieval by mining query log repeatedly. Journal of Internet Technology, 15(1), 135-143.
Scopus2 WoS12014 Tian, H., Zhong, B., & Shen, H. (2014). Diffusion wavelet-based analysis on traffic matrices by different diffusion operators. Computers and Electrical Engineering, 40(6), 1874-1882.
Scopus5 WoS52014 Tian, H., Shen, H., & Sang, Y. (2014). Maximizing network lifetime in wireless sensor networks with regular topologies. Journal of Supercomputing, 69(2), 512-527.
Scopus52014 Luo, Q., Lei, B., Liu, S., Chen, Y., Sheng, W., Lin, P., . . . Shen, H. (2014). Expression of PBK/TOPK in cervical cancer and cervical intraepithelial neoplasia. International Journal of Clinical and Experimental Pathology, 7(11), 8059-8064.
Scopus17 Europe PMC132014 Shen, H., Zhao, H., Mei, J., Zhao, H., Zhang, D., & Ren, J. (2014). Fault feature extraction of connecting rod bearings of a diesel engine based on angle domain fourth-order cumulant slice spectrum. Zhendong yu Chongji/Journal of Vibration and Shock, 33(11), 90-94.
Scopus32014 Wu, J., Xiao, Z., Wang, H., & Shen, H. (2014). Learning with both unlabeled data and query logs for image search. Computers and Electrical Engineering, 40(3), 964-973.
Scopus42014 Shen, H., & Tang, S. (2014). Preface. Journal of Supercomputing, 69(2), 509-511.
2014 Shu, W., & Shen, H. (2014). Updating attribute reduction in incomplete decision systems with the variation of attribute set. International Journal of Approximate Reasoning, 55(3), 867-884.
Scopus65 WoS592013 Shen, H., & Xu, S. (2013). Approximation algorithms for fault tolerant facility allocation. Siam Journal on Discrete Mathematics, 27(3), 1584-1609.
2013 Wu, Y., Sheng, Q., Shen, H., & Zeadally, S. (2013). Modeling object flows from distributed and federated RFID data streams for efficient tracking and tracing. IEEE Transactions on Parallel and Distributed Systems, 24(10), 2036-2045.
Scopus24 WoS182013 Wu, X., Xiong, Y., Huang, W., & Shen, H. (2013). An efficient compressive data gathering routing scheme for large-scale wireless sensor networks. Computers & Electrical Engineering, 39(6), 1935-1946.
Scopus45 WoS292013 Shen, H., & Guo, L. (2013). An eight-approximation algorithm for computing rooted three-vertex connected minimum steiner networks. IEEE Transactions on Computers, 62(9), 1684-1693.
2013 Li, Y., & Shen, H. (2013). On identity disclosure control for hypergraph-based data publishing. IEEE Transactions on Information Forensics and Security, 8(8), 1384-1396.
Scopus15 WoS142013 Wu, J., Shen, H., Li, Y., Xiao, Z., Lu, M., & Wang, C. (2013). Learning a hybrid similarity measure for image retrieval. Pattern Recognition, 46(11), 2927-2939.
Scopus50 WoS432013 Guo, L., & Shen, H. (2013). On finding Min-Min disjoint paths. Algorithmica, 66(3), 641-653.
Scopus12 WoS92013 Liu, Q., Cui, J., Zhao, H., & Shen, H. (2013). A soft fault-concept diagnosis method of analog circuits based on cloud model theory. Journal of Networks, 8(7), 1497-1503.
Scopus12013 Mei, J., Xiao, Y., Shen, H., Qiao, L., Li, F., & Yang, Q. (2013). Multi-order FRFT adaptive filter and its application to extract weak fault feature based on sparse signal decomposition. Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 26(5), 771-778.
Scopus42013 Luo, L., Li, R., & Shen, H. (2013). Digital image processing array circuit based on multi-core technology. Beijing Jiaotong Daxue Xuebao/Journal of Beijing Jiaotong University, 37(5), 157-161. 2013 Shen, H., Sang, Y., & Li, Y. (2013). Foreword to special issue. Journal of Interconnection Networks, 14(3), 2 pages.
2012 Shen, H., & Guo, L. (2012). Efficient 2-approximation algorithms for computing 2-connected Steiner minimal networks. IEEE Transactions on Computers, 61(7), 954-968.
Scopus5 WoS42012 Sang, Y., Shen, H., & Tian, H. (2012). Effective reconstruction of data perturbed by random projections. IEEE Transactions on Computers, 61(1), 101-117.
Scopus27 WoS142012 Guo, L., & Shen, H. (2012). On the complexity of the edge-disjoint min-min problem in planar digraphs. Theoretical Computer Science, 432, 58-63.
Scopus7 WoS52012 Shen, H., & Chen, B. (2012). From single watermark to dual watermark: a new approach for image watermarking. Computers & Electrical Engineering, 38(5), 1310-1324.
Scopus40 WoS352011 Chen, Y., & Shen, H. (2011). Embedding meshes and tori on double-loop networks of the same size. IEEE Transactions on Computers, 60(8), 1157-1168.
Scopus6 WoS52011 Chen, Y., Shen, H., & Zhang, H. (2011). Routing and wavelength assignment for hypercube communications embedded on optical chordal ring networks of degrees 3 and 4. Computer Communications, 34(7), 875-882.
Scopus11 WoS112011 Xu, S., & Shen, H. (2011). A distributed approximation algorithm for fault-tolerant metric facility location. International Journal of Foundations of Computer Science, 22(5), 1019-1034.
Scopus12011 Li, Y., & Shen, H. (2011). Anonymizing graphs against weight-based attacks with community preservation. Journal of Computing Science and Engineering, 5(3), 197-209.
2010 Tian, Y., Shen, H., & Ng, K. (2010). Improving reliability for application-layer multicast overlays. IEEE Transactions on Parallel and Distributed Systems, 21(8), 1103-1116.
Scopus7 WoS42010 Zhang, H., & Shen, H. (2010). Energy-efficient beaconless geographic routing in wireless sensor networks. IEEE Transactions on Parallel and Distributed Systems, 21(6), 881-896.
Scopus156 WoS1042010 Zheng, S., Gumaste, A., & Shen, H. (2010). A parallel self-routing rearrangeable nonblocking multi-log(2) N photonic switching network. IEEE - ACM Transactions on Networking, 18(2), 529-539.
Scopus3 WoS22010 Chen, Y., & Shen, H. (2010). Routing and wavelength assignment for hypercube in array-based WDM optical networks. Journal of Parallel and Distributed Computing, 70(1), 59-68.
Scopus29 WoS232010 Fu, L., Zhang, X., An, J., Fu, S., Shen, H., & Chen, Y. (2010). Oil damping characteristics and parameter identification of a nonliner isolator. Zhendong yu Chongji/Journal of Vibration and Shock, 29(5), 133-135. 2009 Kan, H., Li, X., & Shen, H. (2009). The generalization of some trellis properties of linear codes to group codes. Science in China. Series F: Information Sciences, 52(5), 797-803.
2009 Shen, H., & Xu, S. (2009). Coordinated En-Route Web Caching in Multiserver Networks. IEEE Transactions on Computers, 58(5), 605-619.
Scopus14 WoS62009 Zhang, Z., & Shen, H. (2009). M-AID: An Adaptive Middleware Built Upon Anomaly Detectors for Intrusion Detection and Rational Response. ACM Transactions on Autonomous and Adaptive Systems, 4(4), 1-34.
Scopus7 WoS222009 Sang, Y., & Shen, H. (2009). Efficient and secure protocols for privacy-preserving set operations. ACM Transactions on Information and System Security, 13(9), 1-35.
Scopus50 WoS392009 Sang, Y., Shen, H., & Tian, H. (2009). Privacy-preserving tuple matching in distributed databases. IEEE Transactions on Knowledge and Data Engineering, 21(12), 1767-1782.
Scopus19 WoS152009 Zhang, H., & Shen, H. (2009). Balancing energy consumption to maximize network lifetime in data-gathering sensor networks. IEEE Transactions on Parallel and Distributed Systems, 20(10), 1526-1539.
Scopus194 WoS1402009 Qu, W., Kitsuregawa, M., Shen, H., & Shan, Z. (2009). A novel fault-tolerant execution model by using of mobile agents. Journal of Network and Computer Applications, 32(2), 423-432.
Scopus4 WoS32008 Shen, H., & Zhang, Y. (2008). Improved Approximate Detection of Duplicates for Data Streams Over Sliding Windows. Journal of Computer Science and Technology, 23(6), 973-987.
Scopus43 WoS282007 Zhang, Z., Shen, H., & Sang, Y. (2007). An observation-centric analysis on the modeling of anomaly-based intrusion detection. International Journal of Network Security, 4(3), 292-305.
Scopus102007 Qu, W., Kitsuregawa, M., Zhuge, H., Shen, H., & Jin, Y. (2007). A traffic-based routing algorithm by using mobile agents. Computer Systems Science and Engineering, 22(6), 323-332.
Scopus2 WoS22007 Li, K., Shen, H., Chin, F., & Zhang, W. (2007). Multimedia object placement for transparent data replication. IEEE Transactions on Parallel and Distributed Systems, 18(2), 212-224.
Scopus46 WoS382007 Peng, C., & Shen, H. (2007). A New Approximation Algorithm for Computing 2-Restricted Disjoint Paths. IEICE Transactions on Information and Systems, E90D(2), 465-472.
Scopus14 WoS52007 Li, K., Nanya, T., Shen, H., Chin, F., & Zhang, W. (2007). An efficient cache replacement algorithm for multimedia object caching. Computer Systems Science and Engineering, 22(1-2), 47-55.
Scopus92007 Zhang, Z., & Shen, H. (2007). Constructing a multilayered boundary to defend against intrusive anomalies. IEICE Transactions on Information and Systems, E90-D(2), 490-499.
2007 Chen, J., & Shen, H. (2007). MELEACH an energy-efficient routing protocol for WSNs. Chinese Journal of Sensors and Actuators, 20(9), 2089-2094.
Scopus162007 Wang, X. J., & Shen, H. (2007). Improved growing learning vector quantification for text classification. Jisuanji Xuebao/Chinese Journal of Computers, 30(8), 1277-1285.
Scopus82006 Kan, H., Li, X., & Shen, H. (2006). The characteristic generators for a group code. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E89-A(5), 1513-1517.
Scopus72006 Luo, Y., Huang, L., Chen, G., & Shen, H. (2006). Privacy-preserving distance measurement and its applications. Chinese Journal of Electronics, 15(2), 237-241.
Scopus262006 Deng, K., Shen, H., & Tian, H. (2006). Self projecting time series forecast: an online stock trend forecast system. International Journal of Computational Science and Engineering, 2(1/2), 46-56.
Scopus32006 Tian, H., & Shen, H. (2006). An improved algorithm for multicast topology discovery from end-to-end measurements. International Journal of Communication Systems, 19(8), 935-953.
Scopus62006 Chen, Y., Shen, H., & Liu, F. (2006). Wavelength assignment for realizing parallel FFT on regular optical networks. Journal of Supercomputing, 36(1), 3-16.
Scopus142006 Li, K., Shen, H., Tajima, K., & Huang, L. (2006). An effective cache replacement algorithm in transcoding-enabled proxies. Journal of Supercomputing, 35(2), 165-184.
Scopus102006 Tian, H., Shen, H., & Matsuzawa, T. (2006). Random walk routing for wireless sensor networks with regular topologies. Journal of Computer Science and Technology, 21(4), 496-502.
Scopus162006 Tian, H., & Shen, H. (2006). Multicast-based inference for topology and network-internal loss performance from end-to-end measurements. Computer Communications, 29(11), 1936-1947.
Scopus72006 Kan, H., & Shen, H. (2006). Lower bounds on the minimal delay of complex orthogonal designs with maximal rates. IEEE Transactions on Communications, 54(3), 383-388.
Scopus102005 Zhang, Q., Chin, F., & Shen, H. (2005). Minimum parent-offspring recombination haplotype inference in pedigrees. Lecture Notes on Computational Systems Biology, 2, 100-112.
Scopus12005 Fung, S., Chin, F., & Shen, H. (2005). Online scheduling of unit jobs with bounded importance ratio. International Journal of Foundations of Computer Science, 16(3), 581-598.
Scopus12005 Qu, W., Shen, H., & Sum, J. (2005). New analysis on mobile agents based network routing. Applied Soft Computing, 6(1), 108-118.
Scopus102005 Qu, W., Shen, H., & Sum, J. (2005). Stochastic analysis of mobile agent-based e-shopping. International Journal of Electronic Business, 3(3/4), 339-355.
2005 Kan, H., & Shen, H. (2005). Trellis properties of product codes. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, E88-A(1), 353-358.
Scopus52005 Zhang, Z., & Shen, H. (2005). Application of online-training SVMs for real-time intrusion detection with different considerations. Computer Communications, 28(12), 1428-1442.
Scopus832005 Xie, G., & Shen, H. (2005). Highly scalable, low-complexity image coding using zeroblocks of wavelet coefficients. IEEE Transactions on Circuits and Systems for Video Technology, 15(6), 762-770.
Scopus122005 Li, K., & Shen, H. (2005). Optimal methods for object management in coordinated en-route web caching for tree networks and autonomous systems. International Journal of High Performance Computing and Networking, 3(4), 211-218.
Scopus12005 Li, K., & Shen, H. (2005). Optimal methods for proxy placement in coordinated en-route web caching. IEICE Transactions on Communications, E88-B(4), 1458-1466.
Scopus32005 Li, K., & Shen, H. (2005). Coordinated en-route multimedia object caching in transcoding proxies for tree networks. ACM Transactions on Multimedia Computing Communications and Applications, 1(3), 289-314.
Scopus242005 Li, K., Shen, H., Chin, F., & Zheng, S. (2005). Optimal methods for coordinated en-route web caching for tree networks. ACM Transactions on Internet Technology, 5(3), 480-507.
Scopus522005 Kan, H., & Shen, H. (2005). A counterexample for the conjecture on the minimal delay of orthogonal designs with maximal rates. IEEE Transactions on Information Theory, 51(1), 355-359.
Scopus242005 Kan, H., & Shen, H. (2005). A relation between the characteristic generators of a linear code and its dual. IEEE Transactions on Information Theory, 51(3), 1199-1202.
Scopus212005 Kan, H., & Shen, H. (2005). Some trellis properties on lattices. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E88-A(7), 1979-1986.
Scopus72005 Kan, H., & Shen, H. (2005). The bases associated with trellises of a lattice. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E88-A(7), 2030-2033.
Scopus52004 Kan, H., Shen, H., & Zhu, H. (2004). The closest vector problem on some lattices. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3033, 446-449.
2004 Li, K., & Shen, H. (2004). Optimal methods for object placement in en-route web caching for tree networks and autonomous systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3033, 263-270.
Scopus22004 Li, F., Zhang, S., Wang, X., Xue, X., & Shen, H. (2004). Vote-based clustering algorithm in mobile ad hoc networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3090, 13-23.
Scopus202004 Li, K., Shen, H., & Tajima, K. (2004). Cache design for transcoding proxy caching. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3222, 187-194.
Scopus52004 Tao, D., Xu, Y., Feng, J., Zhang, T., Xu, Z., Shen, H., . . . Xu, D. (2004). Using a terbium complex as an energy bridge to enhance energy transfer between polyvinyl carbazole and europium complexes. Journal of Materials Chemistry, 14(8), 1252-1256.
Scopus182004 Zhang, Y., Inoguchi, Y., & Shen, H. (2004). A dynamic task scheduling algorithm for grid computing system. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3358, 578-583.
Scopus32004 Peng, C., & Shen, H. (2004). A Storage-Aware Scheduling Scheme for VOD (Short Version). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3251, 803-806.
2004 Li, K., & Shen, H. (2004). Coordinated en-route web caching in transcoding proxies. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3007, 772-781.
Scopus22004 Kan, H., & Shen, H. (2004). A note on tanner graphs for group block codes and lattices. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, E87-A(8), 2182-2184.
Scopus62004 Li, K., & Shen, H. (2004). Proxy placement problem for coordinated en-route transcoding proxy caching. Computer Systems Science and Engineering, 19(6), 327-335.
Scopus162004 Li, K., & Shen, H. (2004). Optimal proxy placement for coordinated en-route transcoding proxy caching. IEICE Transactions on Information and Systems, E87-D(12), 2689-2696.
Scopus142004 Leung, C., Sum, J., Shen, H., Wu, J., & Young, G. (2004). Analysis and design of an agent searching algorithm for e-marketplaces. Cluster Computing, 7(1), 85-90.
2004 Li, J., Shen, H., & Topor, R. (2004). Mining informative rule set for prediction. Journal of Intelligent Information Systems, 22(2), 155-174.
Scopus102003 Bordim, J., Nakano, K., & Shen, H. (2003). Sorting on single-channel wireless sensor networks. International Journal of Foundations of Computer Science, 14(3), 391-403.
Scopus12003 Shen, H., & Kan, H. (2003). Nearest lattice point algorithms on semi k-reduced basis. Science in China. Series F: Information Sciences, 46(6), 485-494. 2003 Jiang, X., Shen, H., Khandker, M., & Horiguchi, S. (2003). Crosstalk-free permutation in photonic rearrangeable networks built on a combination of horizontal expansion and vertical stacking of Banyan networks. IEICE Transactions on Information and Systems, E86-D(9), 1525-1533.
Scopus32003 Jiang, X., Shen, H., Khandker, M., & Horiguchi, S. (2003). A new scheme to realize crosstalk-free permutation in vertically stacked optical MINs. Photonic Network Communications, 5(1), 89-102.
Scopus12003 Jiang, X., Khandker, M., Shen, H., & Horiguchi, S. (2003). A nonblocking optical switching network for crosstalk-free permutation. IEICE Transactions on Communications, E86-B(12), 3580-3589.
Scopus112003 Shen, H., Pan, Y., Sum, J., & Horiguchi, S. (2003). Multicasting in multihop optical WDM networks with limited wavelength conversion. IEICE Transactions on Information and Systems, E86-D(1), 3-14.
Scopus122003 Chin, F., Shen, H., & Wang, F. (2003). Transversal of disjoint convex polygons. Information Processing Letters, 85(1), 55-60.
2003 Shen, H., Han, Y., Pan, Y., & Evans, D. (2003). Optimal parallel algorithms for multiselection on mesh-connected computers. International Journal of Computer Mathematics, 80(2), 165-179.
Scopus22003 Sum, J., Shen, H., Young, G., Wu, J., & Leung, C. (2003). Analysis on extended ant routing algorithms for network routing and management. Journal of Supercomputing, 24(3), 327-340.
Scopus32003 Li, J., Pan, Y., & Shen, H. (2003). More efficient topological sort using reconfigurable optical buses. Journal of Supercomputing, 24(3), 251-258.
Scopus52003 Jiang, X., Shen, H., Khandker, M., & Horiguchi, S. (2003). Blocking behaviors of crosstalk-free optical Banyan networks on vertical stacking. IEEE - ACM Transactions on Networking, 11(6), 982-993.
Scopus462003 Sum, J., Shen, H., Leung, C., & Young, G. (2003). Analysis on a mobile agent-based algorithm for network routing and management. IEEE Transactions on Parallel and Distributed Systems, 14(3), 193-202.
Scopus182003 Shen, H., Xu, Z., Tao, D. L., Yang, J., Chen, X. H., Zhang, T., . . . Wu, J. G. (2003). Emission of rare earth complex Eu(asprin)<inf>3</inf>phen. Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis, 23(2), 226.
Scopus22003 Tao, D. L., Xu, Y. Z., Zhou, F. S., Huang, B. G., Duan, N., Zhang, T., . . . Xu, S. R. (2003). Spectroscopic and TEM studies on poly vinyl carbazole/terbium complex and fabrication of organic electroluminescent device. Thin Solid Films, 436(2), 281-285.
Scopus172002 Zhang, T., Xu, Z., Chen, X. H., Shen, H., & Liu, S. M. (2002). Two Mechanisms of the Color-tunable Organic Electroluminescence by the Voltage Applied. Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis, 22(6), 893-894.
Scopus12002 Chen, S., Shen, H., & Topor, R. (2002). Permutation-based range-join algorithms on N-dimensional meshes. IEEE Transactions on Parallel and Distributed Systems, 13(4), 413-431.
Scopus32002 Dong, C., Shen, H., & Topor, R. (2002). An efficient algorithm for constructing Hamiltonian paths in meshes. Parallel Computing, 28(11), 1293-1305.
Scopus382002 Zheng, S., Li, K., Pan, Y., Shen, H., & Young, G. (2002). On equal chromatic partition of interconnection networks. JCMCC, 40, 227-240. 2002 Li, J., Shen, H., & Topor, R. (2002). Mining the optimal class association rule set. Knowledge-Based Systems, 15(7), 399-405.
Scopus472002 Khandker, M., Jiang, X., Horiguchi, S., & Shen, H. (2002). Generalized recursive network: a new architecture for self-routing non-blocking optical switch networks. Optics Communications, 208(4-6), 299-308.
Scopus32002 Han, Y., Pan, Y., & Shen, H. (2002). Sublogarithmic deterministic selection on arrays with a reconfigurable optical bus. IEEE Transactions on Computers, 51(6), 702-707.
Scopus152002 Khandker, M. M. U. R., Jiang, X., Horiguchi, S., & Shen, H. (2002). Generalized recursive network: A new architecture for nonblocking optical multistage interconnection networks. IEEE International Conference on High Performance Switching and Routing, HPSR, 199-203.
2002 Wang, Y., Song, X., Aboulhamid, M., & Shen, H. (2002). Adder Based Residue to Binary Number Converters for (2n - 1; 2n; 2n + 1). IEEE Transactions on Signal Processing, 50(7), 1772-1779.
Scopus1582001 Harwood, A., & Shen, H. (2001). Using fundamental electrical theory for varying time quantum uni-processor scheduling. Journal of Systems Architecture, 47(2), 181-192.
Scopus62001 Shen, H., Lor, S., & Maheshwari, P. (2001). An Architecture-Independent Graphical Tool for Automatic Contention-Free Process-to-Processor Mapping. Journal of Supercomputing, 18(2), 115-139.
Scopus22001 Khandker, M., Jiang, X., Shen, H., & Horiguchi, S. (2001). A new architecture for nonblocking optical switching networks. Photonic Network Communications, 3(4), 393-400.
Scopus62001 Harwood, A., & Shen, H. (2001). A new family of extremal interconnection networks. Journal of Interconnection Networks, 2(4), 421-444.
2001 Pan, Y., Zheng, S., Li, K., & Shen, H. (2001). An improved generalization of mesh-connected computers with multiple buses. IEEE Transactions on Parallel and Distributed Systems, 122(3), 293-305.
Scopus102001 Liang, W., Brent, R., & Shen, H. (2001). Fully dynamic maintenance of k-connectivity in parallel. IEEE Transactions on Parallel and Distributed Systems, 12(8), 846-864.
Scopus62000 Shen, L., Shen, H., Cheng, L., & Pritchard, P. (2000). Fast association discovery in derivative transaction collections. Knowledge and Information Systems, 2(2), 147-160.
2000 Shen, H. (2000). Improved parallel algorithms for finding the most vital edge of a graph with respect to minimum spanning tree. International Journal of Computer Mathematics, 75(2), 129-136.
Scopus12000 Pan, Y., Zheng, S. Q., Li, K., & Shen, H. (2000). Semigroup and prefix computations on improved generalized mesh-connected computers with multiple buses. Proceedings of the International Parallel Processing Symposium, IPPS, 251-256. 2000 Kee-Yin Ng, J., Xiong, S., & Shen, H. (2000). Multi-server video-on-demand system with arbitrary-rate playback support. Journal of Systems and Software, 51(3), 217-227.
Scopus71999 Shen, L., Shen, H., & Cheng, L. (1999). New algorithms for efficient mining of association rules. Information sciences, 118(1), 251-268.
Scopus301999 Shen, H. (1999). Finding the k most vital edges with respect to minimum spanning tree. Acta Informatica, 36(5), 405-424.
Scopus241999 Shen, H. (1999). Efficient parallel algorithms for selection and multiselection on mesh-connected computers. Proceedings of the International Parallel Processing Symposium, IPPS, 426-430.
Scopus51999 Shen, H., Liang, W., & Ng, J. (1999). Efficient computation of frequent itemsets in a subcollection of multiple set families. Informatica (Ljubljana), 23(4), 543-547. 1999 Shen, H., Evans, D. J., Liang, W., & Wang, Y. (1999). Efficient multiple multicast in WDM networks. IEICE Transactions on Information and Systems, E82-D(6), 1074-1078.
Scopus61999 Li, K., Pan, Y., Shen, H., & Zheng, S. Q. (1999). A study of average-case speedup and scalability of parallel computations on static networks. Mathematical and Computer Modelling, 29(9), 83-94.
Scopus51999 Shen, H., Chin, F., & Pan, Y. (1999). Efficient fault-tolerant routing in multihop optical WDM networks. IEEE Transactions on Parallel and Distributed Systems, 10(10), 1012-1025.
Scopus231999 Shen, H., Li, K., Pan, Y., & Zheng, S. Q. (1999). Efficient algorithms for fault-tolerant communication in optical WDM networks (short version). Proceedings of the International Symposium on Parallel Architectures, Algorithms and Networks, I-SPAN, 119-124. 1998 Shen, H., Li, K., Pan, Y., Young, G. H., & Zheng, S. Q. (1998). Performance analysis for dynamic tree embedding in k-partite networks by random walk. 3rd International Symposium on Parallel Architectures, Algorithms, and Networks, I-SPAN 1997, 50(1-2), 451-457.
Scopus121998 Wong, R., Topor, R., & Shen, H. (1998). A parallel sort-balance mutual range-join algorithm on hypercube computers. Microprocessors and Microsystems, 22(3-4), 209-215.
Scopus21998 Li, K., Pan, Y., Shen, H., Young, G. H., & Zheng, S. Q. (1998). Lower Bounds for Dynamic Tree Embedding in Bipartite Networks. Journal of Parallel and Distributed Computing, 53(2), 119-143.
Scopus121998 Maheshwari, P., & Shen, H. (1998). An efficient clustering algorithm for partitioning parallel programs. Parallel Computing, 24(5-6), 893-909.
Scopus41998 Shen, H., You, J., & Evans, D. J. (1998). An efficient parallel algorithm for visible-surface detection in 3D graphics display. International Journal of Computer Mathematics, 67(3-4), 359-371.
Scopus11998 Shen, H. (1998). Fully dynamic algorithms for maintaining extremal sets in a family of sets. International Journal of Computer Mathematics, 69(3-4), 203-215.
Scopus41997 Lor, S., Shen, H., & Maheshwari, P. (1997). Divide-and-conquer mapping of parallel programs onto hypercube computers. Journal of Systems Architecture, 43(6-7), 373-390.
Scopus51997 You, J., Shen, H., & Cohen, H. A. (1997). An efficient parallel texture classification for image retrieval. Journal of Visual Languages and Computing, 8(3), 359-372.
Scopus61997 Shen, H. (1997). Efficient multiple multicasting in hypercubes. Journal of Systems Architecture, 43(9), 655-662.
Scopus111997 Shen, H. (1997). Optimal parallel multiselection on EREW PRAM. Parallel Computing, 23(13), 1987-1992.
Scopus51997 Shen, H., & Liang, W. (1997). Efficient enumeration of all minimal separators in a graph. Theoretical Computer Science, 180(1-2), 169-180.
Scopus281997 Shen, H. (1997). Optimal algorithms for generalized searching in sorted matrices. Theoretical Computer Science, 188(1-2), 221-230.
Scopus11996 Lor, S., Shen, H., & Maheshwari, P. (1996). Divide-and-conquer minimal-cut bisectioning of task graphs. Computer Systems Science and Engineering, 11(4), 227-234. 1996 Shen, H., & Ramnath, S. (1996). Optimal parallel selection in sorted matrices. Information Processing Letters, 59(3), 117-122.
Scopus31996 Shen, H., & Evans, D. J. (1996). Fast sequential and parallel algorithms for finding extremal sets. International Journal of Computer Mathematics, 61(3-4), 195-211.
Scopus71996 Venema, S., Shen, H., & Suraweera, F. (1996). NC algorithms for the single most vital edge problem with respect to shortest paths. Information Processing Letters, 60(5), 243-248.
Scopus71996 Liang, W., McKay, B. D., & Shen, H. (1996). NC algorithms for dynamically solving the all pairs shortest paths problem and related problems. Information Processing Letters, 58(3), 149-155.
Scopus11995 Shen, H. (1995). Parallel K-set mutual range-join in hypercubes. Microprocessing and Microprogramming, 41(7), 443-448.
Scopus31995 Shen, H. (1995). Efficient parallel k-set chain range-join in hypercubes. Computer Journal, 38(3), 217-226.
Scopus11995 Shen, H. (1995). An efficient permutation-based parallel algorithm for range-join in hypercubes. Parallel Computing, 21(2), 303-313.
Scopus51994 Dong Chen, S., Shen, H., & Topor, R. (1994). An efficient permutation-based parallel range-join algorithm on N-dimensional torus computers. Information Processing Letters, 52(1), 35-38.
Scopus31994 Shen, H. (1994). Efficient message routing in P<inf>r</inf><sup>Σ</sup>-network. Microprocessing and Microprogramming, 40(1), 57-64.
1993 Shen, H. (1993). A high performance interconnection network for multiprocessor systems. Parallel Computing, 19(9), 993-1001.
Scopus31993 Shen, H., & Back, R. (1993). Construction of large‐size interconnection networks with high performance. Networks, 23(4), 399-414.
1992 Shen, H. (1992). Occam implementation of process-to-processor mapping on the Hathi-2 transputer system. Microprocessing and Microprogramming, 33(3), 173-189.
Scopus31992 Shen, H. (1992). Self-adjusting mapping: A heuristic mapping algorithm for mapping parallel programs on to transputer networks. Computer Journal, 35(1), 71-80.
Scopus71992 Shen, H. (1992). Improved universal k-selection in hypercubes. Parallel Computing, 18(2), 177-184.
Scopus111992 Shen, H., & Back, R. J. (1992). Construction of large-size interconnection networks with high performance. Microprocessing and Microprogramming, 35(1-5), 545-554.
Scopus21991 Shen, H. (1991). Fast path-disjoint routing in transputer networks. Microprocessing and Microprogramming, 33(1), 21-31.
Scopus31990 Shen, H. (1990). Occam implementation of path-disjoint routing on the Hathi-2 transputer system. Microprocessing and Microprogramming, 30(1-5), 93-100.
Scopus21990 Hagerup, T., & Shen, H. (1990). Improved nonconservative sequential and parallel integer sorting. Information Processing Letters, 36(2), 57-63.
Scopus181989 Chen, G., & Shen, H. (1989). A bitonic selection algorithm on multiprocessor system. Journal of Computer Science and Technology, 4(4), 315-322.
Scopus2 -
Books
Year Citation 2013 Fahroo, F., Wang, L., & Yin, G. (2013). Preface (Vol. 444). 1994 Shen, H. (1994). Efficient message routing in P<inf>r</inf><sup>Σ</sup>-network. -
Book Chapters
Year Citation 2024 Alnaghes, M., Falkner, N., & Shen, H. (2024). A Privacy-Preserving Blockchain Scheme for the Reliable Exchange of IoT Data. In Parallel and Distributed Computing, Applications and Technologies (pp. 260-271). Springer Nature Singapore.
2022 Alnaghes, M., Falkner, N., & Shen, H. (2022). An Effective Method for Secure Data Delivery in IoT. In IntechOpen (Ed.), Internet of Things - New Trends, Challenges and Hurdles [Working Title].
2017 Chen, G., Shen, H., & Chen, M. (2017). Preface. In G. Chen, H. Shen, & M. Chen (Eds.), Parallel Architecture, Algorithm and Programming
8th International Symposium, PAAP 2017, Haikou, China, June 17–18, 2017, Proceedings (Vol. 729, pp. V).2014 Volpe, D., Shen, H., & Balimane, P. (2014). Evaluation of the Collective Impact of Passive Permeability and Active Transport on In Vivo Blood-Brain Barrier and Gastrointestinal Drug Absorption. In J. Wang, & L. Urban (Eds.), Predictive ADMET: Integrated Approaches in Drug Discovery and Development (Vol. 9781118299920, pp. 263-290). USA: John Wiley & Sons.
2013 Shen, H., & Xu, S. (2013). Fault-tolerant facility allocation. In P. Pardalos, D. Du, & R. Graham (Eds.), Handbook of Combinatorial Optimization (Vol. 2-5, 2 ed., pp. 1293-1309). New York: Springer.
2007 Shen, H. (2007). Finding most vital edges in a graph. In T. Gonzalez (Ed.), Handbook of Approximation Alggorithms and Metaheuristics (pp. 62-1-62-16). Roca Raton, FL: Taylor & Francis.
2007 Tian, H., & Shen, H. (2007). Multicast topology inference and its application. In T. Gonzalez (Ed.), Handbook of Approximation Alggorithms and Metaheuristics (pp. 69-1-69-14). Roca Raton, FL: Taylor & Francis.
2005 Tian, H., Shen, H., & Matsuzawa, T. (2005). Developing energy-efficient topologies and routing for wireless sensor networks. In H. Jin, D. Reed, & W. Jiang (Eds.), Network and Parallel Computing - Vol 3779 (Vol. 3779 LNCS, pp. 461-469). Berlin: Springer.
Scopus162005 Shen, H. (2005). Mining quantitative and fuzzy association rules. In Encyclopedia of Data Warehousing and Mining (pp. 815). IGI Global. 2005 Shen, H. (2005). Flexible Mining of Association Rules. In Encyclopedia of Data Warehousing and Mining (pp. 509). IGI Global. 2005 Xie, G., & Shen, H. (2005). Automated digital image registration and its parallel implementation. In New Horizons of Parallel and Distributed Computing (pp. 283-298). Springer US.
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Conference Papers
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Conference Items
Year Citation 2019 Shen, H. (2019). Preface. Poster session presented at the meeting of ACM International Conference Proceeding Series.
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Project name |
Funding Party |
Grant amount |
period |
|
Effective Privacy-Preserving Traffic Classification in Large Networks (CI) |
Australian Research Council (ARC) Discovery Project |
AUD340,000 |
2015-2017 |
|
Effective Video Streaming in Cloud Environments (CI) |
National Science Foundation of China |
CNY560,000 |
2012-2015 |
|
Big Data Processing for Smart Active Grid (Founding Project Leader)
|
China Bureau for Foreign Experts & Ministry Education |
CNY4.5million |
2014-2018 |
|
Smart Data Management for Safety Monitoring and Control in High-Speed Rail Traffic Systems (CI) |
Central Funding for Fundament Research (China) |
CNY500,000 |
2012-2014 |
|
Intelligent Data Analysis for Urban Rail Transportation Safety (CI) |
National Key Laboratory Research Funding |
CNY150,000 |
2012-2013 |
|
Privacy Preserving Computation in Multi-Party Resource Sharing (CI) |
Central Funding for Fundament Research |
CNY500,000 |
2011-2013 |
|
Network Management in a World of Secrets (with M. Roughan) |
Australian Research Council (ARC) Discovery Project |
AUD315,000 |
2009-2011 |
|
Robust Multimedia Communication in Wireless Environments (CI) |
National Science Foundation of China |
CNY260,000 |
2008-2010 |
|
Enabling Technologies for Evolving and Trustworthy E-society (Project Stream Leader) |
JSPS Center of Excellence
|
JPY6 billion |
2005-2010 |
|
Optimizing Performance of Mobile Agents for e-Applications in Realistic Networks (CI) |
Japan Society for the Promotion of Science (JSPS) |
JPY14,500,000 |
2006-2008 |
|
Managing Mobile Agents in Agent-Driven Networks |
Ministry of Education grant for Research in Special Research Domains |
JPY5,800,000 |
2003 |
|
Design and Analysis of Scalable Web Servers
|
Japan Society for the Promotion of Science (JSPS) |
JPY13,600,000 |
2002-2004 |
|
Resource Management in Grid Environment
|
JAIST International Joint Research Grant |
JPY1,350,000 |
2002-2003 |
Undergraduate courses taught
- Data structures and Algorithms (2nd year, Griffith & UGC);
- Databases and Information Systems (2nd year, Adelaide)
- Operating Systems (3rd year, Adelaide, NAACE (Singapore), Griffith, ÅA, WSU, SPSU & UGC);
- Computer Networks (3rd year, Griffith, HKBU & UGC);
- Compilers (3rd year, UGC);
- Design and Analysis of Parallel Algorithms (4th year, ÅA);
- Parallel Processes (3rd year, Griffith);
- Parallel and Distributed Computing (3rd year, Griffith, SYSU).
Postgraduate courses taught
- Distributed Databases and Data Mining (JAIST, Adelaide, BJTU);
- Distributed and High Performance Computing (Adelaide, Tsinghua, BJTU)
- Wireless Communications and Networking (USTC);
- High Performance Networking (JAIST)
- Advanced Topics on Parallel Computing (Griffith);
- Advanced Topics on Parallel Algorithms (invited lectures at Shanghai Jiao Tong Univ.);
- Advanced Topics on Parallel and Distributed Computing (invited lecture at Chinese University of Hong Kong);
- Advanced Operating Systems (invited lectures at Wayne State University);
- Advanced Topics on Data Mining (invited lecture at University of Montreal);
- Non-Numeric Parallel Algorithms (part, USTC);
- Computational Aspects of VLSI (part, USTC).
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Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2019 Co-Supervisor Effective Methods for Secure Data Delivery in IOT Doctor of Philosophy Doctorate Full Time Ms Mnar Saeed Alnaghes -
Past Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2019 - 2023 Co-Supervisor Enhancing Network Resilience through Machine Learning-powered Graph Combinatorial Optimization: Applications in Cyber Defense and Information Diffusion Doctor of Philosophy Doctorate Full Time Miss Diksha Goel 2016 - 2021 Principal Supervisor Differentially Private Data Analytics Doctor of Philosophy Doctorate Full Time Mr Zhigang Lu 2014 - 2018 Principal Supervisor Community Detection in Complex Networks Doctor of Philosophy Doctorate Full Time Mr Ba Dung Le 2013 - 2015 Principal Supervisor Privacy Preserving Neighbourhood-based Collaborative Filtering Recommendation Algorithms Master of Philosophy Master Full Time Mr Zhigang Lu 2012 - 2016 Co-Supervisor Correlation Management and Search for the Internet of Things Doctor of Philosophy Doctorate Full Time Mr Ali Shemshadi 2010 - 2014 Co-Supervisor Biomedical Literature Mining Doctor of Philosophy Doctorate Full Time Dr Mario Fruzangohar 2010 - 2013 Co-Supervisor Credibility-based Trust Management and Discovery of Cloud Services Doctor of Philosophy Doctorate Full Time Mr Talal Hashem H Noor 2009 - 2014 Principal Supervisor Approximation Algorithms for Resource Allocation Optimization Doctor of Philosophy Doctorate Full Time Mr Kewen Liao 2009 - 2013 Principal Supervisor Classifying and Clustering the Web of Things Doctor of Philosophy Doctorate Full Time Mr Sujith Samuel Mathew . 2008 - 2012 Principal Supervisor Enabling Traceability in Large-Scale RFID Networks Doctor of Philosophy Doctorate Full Time Mr Yanbo Wu 2007 - 2009 Principal Supervisor Efficient Data Delivery in Wireless Sensor Networks Doctor of Philosophy Doctorate Full Time Mr Haibo Zhang 2007 - 2008 Principal Supervisor Efficient Embedding of Meshes and Hypercubes on a Group of Future Network Architectures Doctor of Philosophy Doctorate Full Time Miss Yawen Chen 2007 - 2009 Principal Supervisor Replica Placement Algorithms for Efficient Internet Content Delivery Doctor of Philosophy Doctorate Full Time Dr Shihong Xu 2007 - 2011 Principal Supervisor Preserving Privacy in Data Publishing and Analysis Doctor of Philosophy Doctorate Full Time Mr Yi Li
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Board Memberships
Date Role Board name Institution name Country 2016 - ongoing Board Member IEEE Technical Committee for Parallel Processing IEEE Computer Society - 1996 - ongoing Board Member IEEE Task Force for Cluster Computing IEEE Computer Society - -
Committee Memberships
Date Role Committee Institution Country 2008 - ongoing Chair Parallel Algorithms, Architectures and Programming Conference - - 2000 - ongoing Chair Parallel and Distributed Computing, Applications, and Technologies Conference IEEE Technical Co-sponsorship - -
Editorial Boards
Date Role Editorial Board Name Institution Country 2016 - ongoing Associate Editor Computers and Electrical Engineering - - 2014 - ongoing Associate Editor IEEE Transactions on Cloud Computing - - 2013 - 2015 Associate Editor IEEE Transactions on Parallel and Distributed Systems - - 2012 - ongoing Associate Editor Human Centric Computing and Information Sciences (Springer Open) - - 2008 - 2014 Associate Editor IEEE Transactions on Computers - - 2008 - 2010 Associate Editor Frontiers of Computer Science in China (Springer) - - 2008 - 2010 Associate Editor Journal of Computer Science and Technology (Springer) - - 2003 - 2013 Board Member Int. J. of High Performance Computing and Networking (Inderscience Pub., UK) - - 2003 - 2007 Board Member Journal of Interconnection Networks (World Scientific) - - 1999 - 2015 Board Member Journal of Supercomputing - - 1998 - 2005 Editor Parallel and Distributed Computing Practice - - 1997 - 2005 Board Member Int. J. Parallel and Distributed Systems and Networks and Applications (IASTED Pub.) - -
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