Owheo Building, Room 2.47
Tel +64 3 479 8534
Email haibo.zhang@otago.ac.nz
I received my PhD in Computer Science from the University of Adelaide in Australia, and completed my postdoc at KTH Royal Institute of Technology in Sweden.
My research interests include in wireless networks, high-performance computing, machine learning acceleration, and Internet-of-Things.
I have published over 100 peer-reviewed papers, many of which were published in top-tier referred international journals such as IEEE and ACM Transactions including IEEE TMC, IEEE TPDS, IEEE TCAD, IEEE TKDE, IEEE TWC, and ACM TECS and proceedings of prestigious conferences including INFOCOM, IPDPS, ICPP, ICAPS, and PAKDD.
I have been actively engaged in the research community, serving as a program chair or co-chair for 16 international conferences and a program committee member for over 100 international conferences. Currently, I am an Associate Editor for the Elsevier Journal of Internet of Things and the International Journal of Parallel, Emergent and Distributed Systems.
For more information, please see my research pages
Publications
Pang, Y., Peng, L., Zhang, H., Chen, Z., & Yang, B. (2024). Imbalanced ensemble learning leveraging a novel data-level diversity metric. Pattern Recognition, 110886. Advance online publication. doi: 10.1016/j.patcog.2024.110886 Journal - Research Article
Dai, F., Chen, Y., Huang, Z., Zhang, H., & Tian, H. (2024). Performance comparison of distributed DNN training on optical versus electrical interconnect systems. In Z. Tari, K. Li & H. Wu (Eds.), Algorithms and architectures for parallel processing: Proceedings of the 23rd International Conference, ICA3PP 2023 (Part 1): Lecture notes in computer science (Vol. 14487). (pp. 401-418). Singapore: Springer. doi: 10.1007/978-981-97-0834-5_23 Conference Contribution - Published proceedings: Full paper
Arghavani, A., Zhang, H., Huang, Z., & Chen, Y. (2024). Power-adaptive communication with channel-aware transmission scheduling in WBANS. IEEE Internet of Things Journal. Advance online publication. doi: 10.1109/JIOT.2024.3355702 Journal - Research Article
Dai, F., Chen, Y., Huang, Z., & Zhang, H. (2024). Efficient algorithm for all-gather operation in optical interconnect systems. IEEE Open Journal of the Communications Society, 5, 664-676. doi: 10.1109/OJCOMS.2023.3349372 Journal - Research Article
Liu, H., Zhang, H., Li, B., Yu, X., Zhang, Y., & Penzel, T. (2023). MSleepNet: A semi-supervision based multi-view hybrid neural network for simultaneous sleep arousal and sleep stage detection. IEEE Transactions on Instrumentation & Measurement. Advance online publication. doi: 10.1109/TIM.2023.3348898 Journal - Research Article
2024
Journal - Research Article
Pang, Y., Peng, L., Zhang, H., Chen, Z., & Yang, B. (2024). Imbalanced ensemble learning leveraging a novel data-level diversity metric. Pattern Recognition, 110886. Advance online publication. doi: 10.1016/j.patcog.2024.110886
Arghavani, A., Zhang, H., Huang, Z., & Chen, Y. (2024). Power-adaptive communication with channel-aware transmission scheduling in WBANS. IEEE Internet of Things Journal. Advance online publication. doi: 10.1109/JIOT.2024.3355702
Dai, F., Chen, Y., Huang, Z., & Zhang, H. (2024). Efficient algorithm for all-gather operation in optical interconnect systems. IEEE Open Journal of the Communications Society, 5, 664-676. doi: 10.1109/OJCOMS.2023.3349372
Conference Contribution - Published proceedings: Full paper
Dai, F., Chen, Y., Huang, Z., Zhang, H., & Tian, H. (2024). Performance comparison of distributed DNN training on optical versus electrical interconnect systems. In Z. Tari, K. Li & H. Wu (Eds.), Algorithms and architectures for parallel processing: Proceedings of the 23rd International Conference, ICA3PP 2023 (Part 1): Lecture notes in computer science (Vol. 14487). (pp. 401-418). Singapore: Springer. doi: 10.1007/978-981-97-0834-5_23
2023
Journal - Research Article
Liu, H., Zhang, H., Li, B., Yu, X., Zhang, Y., & Penzel, T. (2023). MSleepNet: A semi-supervision based multi-view hybrid neural network for simultaneous sleep arousal and sleep stage detection. IEEE Transactions on Instrumentation & Measurement. Advance online publication. doi: 10.1109/TIM.2023.3348898
Pang, Y., Zhang, H., Deng, J. D., Peng, L., & Teng, F. (2023). Collaborative learning with heterogeneous local models: A rule-based knowledge fusion approach. IEEE Transactions on Knowledge & Data Engineering. Advance online publication. doi: 10.1109/TKDE.2023.3341808
Xia, C., Chen, Y., Zhang, H., & Wu, J. (2023). STADIA: Photonic stochastic gradient descent for neural network accelerators. ACM Transactions on Embedded Computing Systems, 22(5s), 126. doi: 10.1145/3607920
Xiao, G., Zhang, H., Huang, Z., & Chen, Y. (2023). Decentralized piggybacking-based dissemination of Cooperative Awareness Messages in vehicular ad-hoc networks. Computer Networks, 236, 110032. doi: 10.1016/j.comnet.2023.110032
Yang, W., Chen, Y., Huang, Z., Zhang, H., & Gu, H. (2023). Routing and wavelength assignment for multiple multicasts in Optical Network-on-Chip (ONoC). IEEE Transactions on Computer-Aided Design of Integrated Circuits & Systems. Advance online publication. doi: 10.1109/TCAD.2023.3274951
Cheng, L., Luo, S., Yu, X., Ghayvat, H., Zhang, H., & Zhang, Y. (2023). EEG-CLNet: Collaborative learning for simultaneous measurement of sleep stages and OSA events based on single EEG signal. IEEE Transactions on Instrumentation & Measurement, 73, 2503910. doi: 10.1109/TIM.2023.3235436
Dai, F., Chen, Y., Huang, Z., Zhang, H., Zhang, H., & Xia, C. (2023). Comparing the performance of multi-layer perceptron training on electrical and optical network-on-chips. Journal of Supercomputing, 79, 10725-10746. doi: 10.1007/s11227-022-04945-y
Cheng, L., Luo, S., Li, B., Liu, R., Zhang, Y., & Zhang, H. (2023). Multiple-instance learning for EEG based OSA event detection. Biomedical Signal Processing & Control, 80, 104358. doi: 10.1016/j.bspc.2022.104358
Li, Y., Luo, S., Zhang, H., Zhang, Y., Zhang, Y., & Lo, B. (2023). MtCLSS: Multi-task Contrastive Learning for Semi-Supervised pediatric sleep staging. IEEE Journal of Biomedical & Health Informatics, 27(6), 2647-2655. doi: 10.1109/JBHI.2022.3213171
Teng, F., Zhu, R., Zhou, Y., Chi, M., & Zhang, H. (2023). A lightweight model of wheel-rail force inversion for railway vehicles. Concurrency & Computation, 35, e6443. doi: 10.1002/cpe.6443
Arghavani, A., Zhang, H., Huang, Z., Chen, Y., & Chen, Z. (2023). Tuatara: Location-driven power-adaptive communication for wireless body area networks. IEEE Transactions on Mobile Computing, 22(1), 574-588. doi: 10.1109/TMC.2021.3070296
Journal - Research Other
Xia, C., Chen, Y., Zhang, H., Zhang, H., Dai, F., & Wu, J. (2023). Efficient neural network accelerators with optical computing and communication. Computer Science & Information Systems, 20(1), 513-535. doi: 10.2298/CSIS220131066X
Conference Contribution - Published proceedings: Full paper
Dai, F., Chen, Y., Huang, Z., & Zhang, H. (2023). OpTree: An efficient algorithm for all-gather operation in optical interconnect systems. In M. Zorzi, M. Tao & W. Saad (Eds.), Proceedings of the IEEE International Conference on Communications (ICC). (pp. 428-434). IEEE. doi: 10.1109/ICC45041.2023.10279511
Dai, F., Chen, Y., Huang, Z., & Zhang, H. (2023). WRHT: Efficient all-reduce for distributed DNN training in optical interconnect systems. Proceedings of the 52nd International Conference on Parallel Processing (ICPP). (pp. 556-565). New York, NY: ACM. doi: 10.1145/3605573.3605626
Zhang, H., Chen, Y., Huang, Z., Zhang, H., & Dai, F. (2023). SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU architecture using photonic links. Proceedings of the 52nd International Conference on Parallel Processing (ICPP). (pp. 566-575). New York, NY: ACM. doi: 10.1145/3605573.3605626
Conference Contribution - Published proceedings: Abstract
Dai, F., Chen, Y., Huang, Z., Zhang, H., & Zhang, F. (2023). Efficient all-reduce for distributed DNN training in optical interconnect systems [Poster]. PPoPP '23: Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming. (pp. 422-444). New York, NY: ACM. doi: 10.1145/3572848.3577391
2022
Journal - Research Article
Zhang, F., Gao, R., Huang, Z., Jiang, C., Chen, Y., & Zhang, H. (2022). Complex modified projective difference function synchronization of coupled complex chaotic systems for secure communication in WSNs. Mathematics, 10, 1202. doi: 10.3390/math10071202
Teng, F., Wang, D., Yuan, Y., Zhang, H., Singh, A. K., & Lv, Z. (2022). Multimedia monitoring system of obstructive sleep apnea via deep active learning model. IEEE MultiMedia, 29(3), 48-56. doi: 10.1109/MMUL.2022.3146141
Xie, Y., Qiu, M., Zhang, H., Peng, L., & Chen, Z. (2022). Gaussian Distribution based Oversampling for imbalanced data classification. IEEE Transactions on Knowledge & Data Engineering, 34(2), 667-679. doi: 10.1109/TKDE.2020.2985965
Conference Contribution - Published proceedings: Full paper
Pang, Y., Zhang, H., Deng, J. D., Peng, L., & Teng, F. (2022). Rule-based collaborative learning with heterogeneous local learning models. In J. Gama, T. Li, Y. Yu, E. Chen, Y. Zheng & F. Teng (Eds.), Advances in knowledge discovery and data mining: Proceedings of the 26th Pacific-Asia Conference, PAKDD (Part 1): Lecture notes in artificial intelligence (Vol. 13280). (pp. 639-651). Cham, Switzerland: Springer. doi: 10.1007/978-3-031-05933-9_50
Dai, F., Chen, Y., Huang, Z., & Zhang, H. (2022). Performance comparison of multi-layer perceptron training on electrical and optical network-on-chips. In H. Shen, Y. Sang, Y. Zhang, N. Xiao, H. R. Arabnia, G. Fox, … M. Malek (Eds.), Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference PDCAT 2021: Lecture notes in Computer Science (Vol. 13148). 13148, (pp. 129-141). Cham, Switzerland: Springer. doi: 10.1007/978-3-030-96772-7_13
Xia, C., Chen, Y., Zhang, H., Zhang, H., & Wu, J. (2022). Photonic computing and communication for neural network accelerators. In H. Shen, Y. Sang, Y. Zhang, N. Xiao, H. R. Arabnia, G. Fox, … M. Malek (Eds.), Parallel and Distributed Computing, Applications and Technologies: 22nd International Conference PDCAT 2021: Lecture notes in Computer Science (Vol. 13148). (pp. 121-128). Cham, Switzerland: Springer. doi: 10.1007/978-3-030-96772-7_12
2021
Journal - Research Article
Yang, W., Chen, Y., Huang, Z., Zhang, H., Gu, H., & Zhao, J. (2021). Cluster-based routing and wavelength assignment for multiple multicasts in 3D Optical Network-on-Chip. Optics Express, 29(26), 42394-42410. doi: 10.1364/OE.430194
Hu, S., Teng, F., Huang, L., Yan, J., & Zhang, H. (2021). An explainable CNN approach for medical codes prediction from clinical text. BMC Medical Informatics & Decision Making, 21, 256. doi: 10.1186/s12911-021-01615-6
Xiao, G., Zhang, H., Sun, N., & Zhang, Y. (2021). Cooperative link scheduling for RSU-assisted dissemination of basic safety messages. Wireless Networks, 27, 1335-1351. doi: 10.1007/s11276-020-02525-7
Yan, A., Chen, Z., Zhang, H., Peng, L., Yan, Q., Hassan, M. U., … Yang, B. (2021). Effective detection of mobile malware behavior based on explainable deep neural network. Neurocomputing, 453, 482-492. doi: 10.1016/j.neucom.2020.09.082
Journal - Research Other
Saifullah, A., Vegni, A. M., & Zhang, H. (2021). Mobile and social sensing. Pervasive & Mobile Computing, 75, 101435. doi: 10.1016/j.pmcj.2021.101435
2020
Journal - Research Article
Teng, A., Peng, L., Xie, Y., Zhang, H., & Chen, Z. (2020). Gradient descent evolved imbalanced data gravitation classification with an application on internet video traffic identification. Information Sciences, 539, 447-460. doi: 10.1016/j.ins.2020.05.141
Journal - Research Other
Zhang, H., & Deng, J. D. (2020). Design and management solutions to emergent networking technologies. International Journal of Parallel, Emergent & Distributed Systems. Advance online publication. doi: 10.1080/17445760.2020.1767102
Conference Contribution - Published proceedings: Full paper
Arghavani, M., Zhang, H., Eyers, D., & Arghavani, A. (2020). StopEG: Detecting when to stop exponential growth in TCP slow-start. Proceedings of the 45th IEEE Conference on Local Computer Networks (LCN). 1, (pp. 77-87). IEEE. doi: 10.1109/LCN48667.2020.9314853
Ahmad, W., Zhang, H., Chen, Y., & Iqbal, N. (2020). Full digital transmit beamforming with low RF complexity for large-scale mmWave MIMO system. Proceedings of the IEEE International Conference on Communications (ICC). (pp. 1-6). IEEE. doi: 10.1109/ICC40277.2020.9149126
2019
Journal - Research Article
Xiao, G., Zhang, H., Sun, N., Chen, Y., Shi, J., & Zhang, Y. (2019). Cooperative bargain for the autonomous separation of traffic flows in smart reversible lanes. Complexity, 2893732. doi: 10.1155/2019/2893732
Peng, L., Zhang, H., Hassan, H., Chen, Y., & Yang, B. (2019). Accelerating data gravitation-based classification using GPU. Journal of Supercomputing, 75(6), 2930-2949. doi: 10.1007/s11227-018-2253-5
Arghavani, A., Zhang, H., Huang, Z., & Chen, Y. (2019). CHIMP: A Learning-based Power-aware Communication Protocol for Wireless Body Area Networks. ACM Transactions on Embedded Computing Systems, 18(2), 18. doi: 10.1145/3309763
Xie, Y., Peng, L., Chen, Z., Yang, B., Zhang, H., & Zhang, H. (2019). Generative learning for imbalanced data using the Gaussian mixed model. Applied Soft Computing, 79, 439-451. doi: 10.1016/j.asoc.2019.03.056
Deng, H., Peng, L., Zhang, H., Yang, B., & Chen, Z. (2019). Ranking-based biased learning swarm optimizer for large-scale optimization. Information Sciences, 493, 120-137. doi: 10.1016/j.ins.2019.04.037
Zhang, F., Sun, K., Chen, Y., Zhang, H., & Jiang, C. (2019). Parameters identification and adaptive tracking control of uncertain complex-variable chaotic systems with complex parameters. Nonlinear Dynamics, 95, 3161-3176. doi: 10.1007/s11071-018-04747-z
Liu, F., Zhang, H., Chen, Y., Huang, Z., & Gu, H. (2019). Wavelength-reused hierarchical optical network on chip architecture for manycore processors. IEEE Transactions on Sustainable Computing, 4(2), 231-244. doi: 10.1109/TSUSC.2017.2733551
Conference Contribution - Published proceedings: Full paper
Yang, W., Chen, Y., Huang, Z., Zhang, H., & Gu, H. (2019). Path-based routing and wavelength assignment for multiple multicasts in optical network-on-chip. Proceedings of the 21st International Conference on High Performance Computing and Communications, 17th International Conference on Smart City, and 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS). (pp. 1155-1162). IEEE. doi: 10.1109/HPCC/SmartCity/DSS.2019.00163
Teng, A., Peng, L., Xie, Y., Zhang, H., & Chen, Z. (2019). Imbalanced data gravitation classification model using for internet video traffic identification. Proceedings of the 5th International Conference on Big Data Security on Cloud (BigDataSecurity), International Conference on High Performance and Smart Computing (HPSC), and the International Conference on Intelligent Data and Security (IDS). (pp. 172-177). IEEE. doi: 10.1109/BigDataSecurity-HPSC-IDS.2019.00040
Fedorov, A., Zhang, H., Sidorenko, G., & Yang, B. (2019). Full downlink channel reconstruction using incomplete uplink channel measurements in massive MIMO networks. Proceedings of the IFIP Networking Conference. IEEE. doi: 10.23919/IFIPNetworking.2019.8816841
Zhang, J., Chen, Y., Zhang, H., & Zhang, F. (2019). QoE-aware and energy-efficient transmission of multimedia traffic in wireless networks. Proceedings of the International Conference on Sensor Networks and Signal Processing (SNSP). (pp. 152-157). IEEE. doi: 10.1109/SNSP.2018.00036
Working Paper; Discussion Paper; Technical Report
Fedorov, A., Zhang, H., Sidorenko, G., & Yang, B. (2019). Full downlink channel reconstruction using incomplete uplink channel measurements in Massive MIMO networks. arXiv. Retrieved from https://arxiv.org/abs/1902.03696
2018
Journal - Research Article
Li, Y., Wang, K., Gu, H., Yang, Y., Su, N., Chen, Y., & Zhang, H. (2018). A joint optimization method for NoC topology generation. Journal of Supercomputing, 74(7), 2916-2934. doi: 10.1007/s11227-018-2339-0
Conference Contribution - Published proceedings: Full paper
Fedorov, A., Zhang, H., & Chen, Y. (2018). User localization using random access channel signals in LTE networks with massive MIMO. Proceedings of the 27th International Conference on Computer Communication & Networks (ICCCN). IEEE. doi: 10.1109/ICCCN.2018.8487359
Zhang, F., Sun, K., Chen, Y., & Zhang, H. (2018). Adaptive tracking control and parameter identification for uncertain complex-variable chaotic systems. Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). (pp. 1288-1293). IEEE. doi: 10.1109/AIM.2018.8452451
Zhang, F., Chen, Y., & Zhang, H. (2018). Difference function projective synchronization for secure communication based on complex chaotic systems. Proceedings of the 5th IEEE International Conference on Cyber Security and Cloud Computing & 4th IEEE International Conference on Edge Computing and Scalable Cloud (CSCloud/EdgeCom). (pp. 52-57). IEEE. doi: 10.1109/CSCloud/EdgeCom.2018.00019
Yang, W., Chen, Y., Huang, Z., & Zhang, H. (2018). RWADMM: Routing and wavelength assignment for distribution-based multiple multicasts in ONoC. Proceedings of the IEEE International Symposium on Parallel and Distributed Processing and IEEE International Conference on Ubiquitous Computing and Communications (IPSA/IUCC). (pp. 550-557). IEEE. doi: 10.1109/ISPA/IUCC.2017.00090
2017
Journal - Research Article
Zhang, H., Wan, L., Chen, Y., Yang, L. T., & Peng, L. (2017). Adaptive message routing and replication in mobile opportunistic networks for connected communities. ACM Transactions on Internet Technology, 18(1), 2. doi: 10.1145/3122984
Bai, L., Gu, H., Chen, Y., Zhang, H., Xu, X., & Yang, Y. (2017). System-level modeling and performance evaluation of multistage optical network on chips (MONoCs). Photonic Network Communications, 34(1), 25-33. doi: 10.1007/s11107-016-0670-z
Xiao, G., Zhang, H., Hassan, H., Chen, Y., & Huang, Z. (2017). A cooperative offloading game on data recovery for reliable broadcast in VANET. Concurrency & Computation, 29(14), e3938. doi: 10.1002/cpe.3938
Peng, L., Zhang, H., Zhang, H., & Yang, B. (2017). A fast feature weighting algorithm of data gravitation classification. Information Sciences, 375, 54-78. doi: 10.1016/j.ins.2016.09.044
Liu, X., Gu, H., Zhang, H., Liu, F., Chen, Y., & Yu, X. (2017). Energy-aware on-chip virtual machine placement for cloud-supported cyber-physical systems. Microprocessors & Microsystems, 52, 427-437. doi: 10.1016/j.micpro.2016.07.013
Peng, L., Zhang, H., Chen, Y., & Yang, B. (2017). Imbalanced traffic identification using an imbalanced data gravitation-based classification model. Computer Communications, 102, 177-189. doi: 10.1016/j.comcom.2016.05.010
Journal - Research Other
Hassan, H., Yang, L. T., & Zhang, H. (2017). Special issue on: Design Automation for Embedded Ubiquitous Computing Systems (DAEUCS). Journal of Systems Architecture, 72, 1-2. doi: 10.1016/j.sysarc.2017.01.001
Conference Contribution - Published proceedings: Full paper
Qi, S., Gu, H., Zhang, H., & Chen, Y. (2017). Testudo: A low latency and high-efficient memory-centric network using optical interconnect. Proceedings of the Global Communications Conference (GLOBECOM). doi: 10.1109/GLOCOM.2017.8254776
Arghavani, A., Zhang, H., & Huang, Z. (2017). ATPS: Adaptive Transmission Power Selection for communication in wireless body area networks. Proceedings of the 42nd IEEE Conference on Local Computer Networks (LCN). (pp. 615-618). IEEE. doi: 10.1109/LCN.2017.34
Crane, P., Huang, Z., & Zhang, H. (2017). CRAFT reducing the effort for indoor localisation. Proceedings of the IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). IEEE. doi: 10.1109/PIMRC.2017.8292211
Fedorov, A., Zhang, H., & Chen, Y. (2017). Geometry-based modeling and simulation of 3D multipath propagation channel with realistic spatial characteristics. Proceedings of the IEEE International Conference on Communications (ICC). IEEE. doi: 10.1109/ICC.2017.7997381
2016
Journal - Research Article
Hou, R., Wu, J., Chen, Y., & Zhang, H. (2016). Note on edge-colored graphs for networks with homogeneous faults. Computer Journal, 59(10), 1470-1478. doi: 10.1093/comjnl/bxw012
Wang, Z., Gu, H., Yang, Y., Zhang, H., & Chen, Y. (2016). An adaptive partition-based multicast routing scheme for mesh-based Networks-on-Chip. Computers & Electrical Engineering, 51, 235-251. doi: 10.1016/j.compeleceng.2016.01.021
Journal - Professional & Other Non-Research Articles
Hassan, H., Yang, L. T., Zhang, H., & Santambrogio, M. D. (2016). Special issue on: Multicore and many-core architectures for future generation embedded systems. Future Generation Computer Systems, 56, 169-170. doi: 10.1016/j.future.2015.11.017
Conference Contribution - Published proceedings: Full paper
Crane, P., Huang, Z., & Zhang, H. (2016). Emender: Signal filter for trilateration based indoor localisation. Proceedings of the Personal, Indoor, and Mobile Radio Communications (PIMRC) 27th Annual International Symposium. IEEE. doi: 10.1109/pimrc.2016.7794742
Liu, F., Zhang, H., Chen, Y., Huang, Z., & Gu, H. (2016). Dynamic ring-based multicast with wavelength reuse for optical network on chips. Proceedings of the 10th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSOC). (pp. 153-160). IEEE. doi: 10.1109/MCSoC.2016.9
Ariyasinghe, L., Huang, Z., Zhang, H., & Eyers, D. (2016). VPAP: VBR pattern aware playback buffering for video streaming. Proceedings of the International Telecommunication Networks and Applications Conference (ITNAC). IEEE. doi: 10.1109/ATNAC.2016.7878782
Arghavani, A., Zhang, H., & Huang, Z. (2016). LPA: Learning-based power aware communication protocol in WBANs. Proceedings of the 14th International Conference on Dependable, Autonomic and Secure Computing (DASC), the 14th International Conference on Pervasive Intelligence and Computing(PiCom), and the 2nd International Conference on Big Data Intelligence and Computing (DataCom) and Cyber Science and Technology (CyberSciTech) Congress. (pp. 512-519). IEEE. doi: 10.1109/DASC-PICom-DataCom-CyberSciTec.2016.99
Peng, L., Zhang, H., Yang, B., Chen, Y., & Zhou, X. (2016). Early stage internet traffic identification using data gravitation based classification. Proceedings of the 14th International Conference on Dependable, Autonomic and Secure Computing (DASC), 14th International Conference on Pervasive Intelligence and Computing (PiCom), 2nd International on Big Data Intelligence and Computing (DataCom) and Cyber Science and Technology Congress (CyberSciTech). (pp. 504-511). IEEE. doi: 10.1109/DASC-PICom-DataCom-CyberSciTec.2016.98
Wan, L., Zhang, H., Liu, F., & Chen, Y. (2016). Routing in delay tolerant networks with fine-grained contact characterisation and dynamic message replication. Proceedings of the 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM). IEEE. doi: 10.1109/WoWMoM.2016.7523551
Xiao, G., Zhang, H., Huang, Z., & Chen, Y. (2016). Decentralized cooperative piggybacking for reliable broadcast in the VANET. Proceedings of the 83rd Vehicular Technology Conference (VTC Spring). IEEE. doi: 10.1109/VTCSpring.2016.7504184
Peng, L., Zhang, H., Yang, B., Chen, Y., & Zhou, X. (2016). SMOTE-DGC: An imbalanced learning approach of data gravitation based classification. In D.-S. Huang & K.-H. Jo (Eds.), Intelligent computer theories and application: Lecture notes in computer science (Vol. 9772). (pp. 133-144). Springer. doi: 10.1007/978-3-319-42294-7_11
2015
Journal - Research Article
Hou, R., Wu, J.-G., Chen, Y., Zhang, H., & Sui, X.-F. (2015). Constructing edge-colored graph for heterogeneous networks. Journal of Computer Science & Technology, 30(5), 1154-1160. doi: 10.1007/s11390-015-1551-0
Zhang, H., Österlind, F., Soldati, P., Voigt, T., & Johansson, M. (2015). Time-optimal convergecast with separated packet copying: Scheduling policies and performance. IEEE Transactions on Vehicular Technology, 64(2), 793-803. doi: 10.1109/TVT.2014.2322141
Conference Contribution - Published proceedings: Full paper
Chen, Y., Zhang, H., Liu, F., & Gu, H. (2015). An optimization framework for routing on optical Network-on-Chips (ONoCs) from a networking perspective. Proceedings of the International Conference on Signal Processing, Communications and Computing (ICSPCC). IEEE. doi: 10.1109/ICSPCC.2015.7338820
Chen, Y., Mair, J., Huang, Z., Eyers, D., & Zhang, H. (2015). A state-based energy/performance model for parallel applications on multicore computers. Proceedings of the 44th International Conference on Parallel Processing Workshops. (pp. 230-239). IEEE. doi: 10.1109/ICPPW.2015.33
Mair, J., Huang, Z., Eyers, D., & Zhang, H. (2015). PMC-based power modelling with workload classification on multicore systems. Proceedings of the 43rd International Conference on Parallel Processing Workshops (ICPPW). (pp. 129-138). IEEE. doi: 10.1109/ICPPW.2014.29
Hou, R., Chen, Y., Wu, J., & Zhang, H. (2015). A brief survey of optical wireless communication. In B. Javadi & S. Kumar (Eds.), Proceedings of the 13th Australasian Symposium on Parallel and Distributed Computing (AusPDC). 163, (pp. 41-50). [Full Paper]
Liu, F., Zhang, H., Chen, Y., Huang, Z., & Gu, H. (2015). WRH-ONoC: A wavelength-reused hierarchical architecture for optical Network on Chips. Proceedings of the Conference on Computer Communications (INFOCOM). (pp. 1912-1920). IEEE. doi: 10.1109/infocom.2015.7218574
Javed, A., Huang, Z., Zhang, H., & Deng, J. D. (2015). CAMS: Consensus-based Anchor-node Management Scheme for train localisation. In S. Papavassiliou & S. Ruehrup (Eds.), Ad-hoc, mobile, and wireless networks: Lecture Notes in Computer Science (Vol. 9143). (pp. 107-120). Cham, Switzerland: Springer International. doi: 10.1007/978-3-319-19662-6_8
2014
Journal - Research Article
Al-Hinai, A., Zhang, H., Chen, Y., & Li, Y. (2014). TB-SnW: Trust-based Spray-and-Wait routing for delay-tolerant networks. Journal of Supercomputing, 69(2), 593-609. doi: 10.1007/s11227-014-1095-z
Mair, J., Eyers, D., Huang, Z., & Zhang, H. (2014). Myths in power estimation with Performance Monitoring Counters. Sustainable Computing, 4(2), 83-93. doi: 10.1016/j.suscom.2014.03.007
Conference Contribution - Published proceedings: Full paper
Crane, P., Huang, Z., & Zhang, H. (2014). SIB: Noise reduction in fingerprint-based indoor localisation using multiple transmission powers. Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia (MUM). (pp. 208-211). New York: ACM. doi: 10.1145/2677972.2678000
Javed, A., Zhang, H., Huang, Z., & Deng, J. D. (2014). BWS: Beacon-driven wake-up scheme for train localization using wireless sensor networks. Proceedings of the International Conference on Communications (ICC). (pp. 276-281). IEEE. doi: 10.1109/icc.2014.6883331
Li, Y., Zhang, H., Huang, Z., & Albert, M. (2014). Optimal link scheduling for delay-constrained periodic traffic over unreliable wireless links. Proceedings of the Conference on Computer Communications (INFOCOM). (pp. 1465-1473). IEEE. doi: 10.1109/infocom.2014.6848081
2013
Chapter in Book - Research
Mair, J., Huang, Z., Eyers, D., & Zhang, H. (2013). Myths in PMC-based power estimation. In J.-M. Pierson, G. Da Costa & L. Dittmann (Eds.), Energy efficiency in large scale distributed systems: EE-LSDS Conference, revised selected papers: Lecture notes in computer science (Vol. 8046). (pp. 35-50). Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-40517-4_3
Journal - Research Article
Zhang, H., Soldati, P., & Johansson, M. (2013). Performance bounds and latency-optimal scheduling for convergecast in wirelessHART networks. IEEE Transactions on Wireless Communications, 12(6), 2688-2696. doi: 10.1109/TWC.2013.050313.120543
Conference Contribution - Published proceedings: Full paper
Liu, R., Gu, H., Chen, Y., & Zhang, H. (2013). Analyzing packet-level routing in data centers. Proceedings of the 11th International Conference on Dependable, Autonomic and Secure Computing (DASC). (pp. 648-652). IEEE. doi: 10.1109/DASC.2013.141
Vijayakumar, J. V. N., Zhang, H., Huang, Z., & Javed, A. (2013). A particle filter based train localization scheme using wireless sensor networks. Proceedings of the 11th International Conference on Dependable, Autonomic and Secure Computing (DASC). (pp. 269-274). IEEE. doi: 10.1109/DASC.2013.74
Al-Hinai, A., & Zhang, H. (2013). Probabilistic routing based on fine-grained contact characterization in delay tolerant networks. Proceedings of the 38th Annual IEEE Conference on Local Computer Networks (LCN). (pp. 581-588). IEEE. doi: 10.1109/LCN.2013.6761294
Chen, Z., Gu, H., Chen, Y., & Zhang, H. (2013). Wavelength assignment in Optical Network-on-Chip: Design and performance. Proceedings of the International Conference of Region 10 (TENCON). doi: 10.1109/tencon.2013.6718959
Chen, K., Gu, H., Li, H., Chen, Y., & Zhang, H. (2013). TWC-based approach for improving communication reliability in Optical Network-on-Chip. Proceedings of the International Conference of Region 10 (TENCON). IEEE. doi: 10.1109/tencon.2013.6719009
Javed, A., Zhang, H., & Huang, Z. (2013). Performance analysis of duty-cycling wireless sensor network for train localization. Proceedings of Workshop on Machine Learning for Sensory Data Analysis (MLSDA). (pp. 43-48). New York: ACM. doi: 10.1145/2542652.2542658
Conference Contribution - Edited volume of conference proceedings
Deng, J. D., & Zhang, H. (Eds.). (2013). Proceedings of the 1st Workshop on Machine Learning for Sensory Data Analysis (MLSDA). New York: ACM. 55p.
Working Paper; Discussion Paper; Technical Report
Javed, A., Zhang, H., Huang, Z., & Deng, J. (2013). BWS: Beacon-driven wake-up scheme for train localization using wireless sensor networks [Technical Report OUCS-2013-13]. Dunedin, New Zealand: Department of Computer Science, University of Otago. 8p.
2012
Chapter in Book - Research
Mair, J., Huang, Z., & Zhang, H. (2012). Energy-aware scheduling for parallel applications on multicore systems. In N. Kaabouch & W.-C. Hu (Eds.), Energy-aware systems and networking for sustainable initiatives. (pp. 38-58). Hershey, PA: IGI Global. doi: 10.4018/978-1-4666-1842-8.ch003
Journal - Research Article
Zou, Z., Soldati, P., Zhang, H., & Johansson, M. (2012). Energy-efficient deadline-constrained maximum reliability forwarding in lossy networks. IEEE Transactions on Wireless Communications, 11(10), 3474-3483. doi: 10.1109/twc.2012.090312.110938
Jadhav, S., Zhang, H., & Huang, Z. (2012). Quality of VoIP in WiMAX and UMTS. Journal of Internet Technology, 13(3), 491-499.
Conference Contribution - Published proceedings: Full paper
Al Hinai, A., Zhang, H., & Chen, Y. (2012). Mitigating blackhole attacks in delay tolerant networks. Proceedings of the 13th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT). (pp. 329-334). IEEE. doi: 10.1109/PDCAT.2012.95
Zhang, H., Albert, M., & Willig, A. (2012). Combining TDMA with Slotted Aloha for delay constrained traffic over lossy links. Proceedings of the 12th International Conference on Control Automation Robotics & Vision (ICARCV). (pp. 701-706). IEEE. doi: 10.1109/ICARCV.2012.6485243
Jadhav, S., Zhang, H., & Huang, Z. (2012). MOS-based handover protocol for next generation wireless networks. Proceedings of the 26th International Conference on Advanced Information Networking and Applications (AINA). (pp. 479-486). IEEE. doi: 10.1109/AINA.2012.105
Conference Contribution - Verbal presentation and other Conference outputs
Al Hinai, A., & Zhang, H. (2012, April). Mitigating Byzantine attacks in delay tolerant networks. Verbal presentation at the 10th New Zealand Computer Science Research Student Conference (NZCSRSC), Dunedin, New Zealand.
2011
Journal - Research Article
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. doi: 10.1016/j.comcom.2010.10.007
Conference Contribution - Published proceedings: Full paper
Zhang, H., Soldati, P., & Johansson, M. (2011). Time- and channel-efficient link scheduling for convergecast in wirelessHART networks. Proceedings of the 13th International Conference on Communication Technology (ICCT). (pp. 99-103). IEEE. doi: 10.1109/ICCT.2011.6157841
Ghadimi, E., Soldati, P., Osterlind, F., Zhang, H., & Johansson, M. (2011). Hidden terminal-aware contention resolution with an optimal distribution. Proceedings of the 8th Mobile Adhoc and Sensor Systems (MASS) International Conference. (pp. 182-191). IEEE. doi: 10.1109/MASS.2011.139
Jadhav, S., Zhang, H., & Huang, Z. (2011). Performance evaluation of quality of VoIP in WiMAX and UMTS. Proceedings of the 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT). (pp. 375-380). doi: 10.1109/pdcat.2011.67
2010
Journal - Research Article
Zhang, H., & Shen, H. (2010). Energy-efficient beaconless geographic routing in wireless sensor networks. IEEE Transactions on Parallel & Distributed Systems, 21(6), 881-896. doi: 10.1109/TPDS.2009.98
Conference Contribution - Published proceedings: Full paper
Soldati, P., Zhang, H., Zou, Z., & Johansson, M. (2010). Optimal routing and scheduling of deadline-constrained traffic over lossy networks. Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM). (pp. 1-6). IEEE. doi: 10.1109/GLOCOM.2010.5683716
Zou, Z., Soldati, P., Zhang, H., & Johansson, M. (2010). Delay-constrained maximum reliability routing over lossy links. Proceedings of the 49th IEEE Conference on Decision and Control (CDC). (pp. 973-978). IEEE. doi: 10.1109/CDC.2010.5717308
Zhang, H., Osterlind, F., Soldati, P., Voight, T., & Johansson, M. (2010). Rapid convergecast on commodity hardware: Performance limits and optimal policies. Proceedings of the 7th Annual IEEE Communications Society Conference: Sensor Mesh and Ad Hoc Communications and Networks (SECON). IEEE. doi: 10.1109/SECON.2010.5508233
2009
Journal - Research Article
Zhang, H., & Shen, H. (2009). Balancing energy consumption to maximise network lifetime in data-gathering sensor networks. IEEE Transactions on Parallel & Distributed Systems, 20(10), 1526-1539. doi: 10.1109/TPDS.2008.252
Conference Contribution - Published proceedings: Full paper
Chen, Y., Shen, H., & Zhang, H. (2009). A novel P-shape tessellation approach on double-loop networks. Proceedings of the IEEE IT in Medicine & Education (ITIME) International Symposium. (pp. 507-511). IEEE. doi: 10.1109/ITIME.2009.5236367
Pesonen, J., Zhang, H., Soldati, P., & Johansson, M. (2009). Methodology and tools for controller-networking codesign in wirelessHART. Proceedings of the 14th IEEE International Conference on Emerging Technologies & Factory Automation (ETFA). (pp. 548-555). IEEE. [Full Paper]
Zhang, H., Soldati, P., & Johansson, M. (2009). Optimal link scheduling and channel assignment for convergecast in linear wirelessHART networks. Proceedings of the 7th International Conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT). (pp. 82-89). IEEE. [Full Paper]
Conference Contribution - Published proceedings: Abstract
Soldati, P., Zhang, H., & Johansson, M. (2009). Deadline-constrained transmission scheduling and data evacuation in wirelessHART networks. Proceedings of the European Control Conference (ECC). Retrieved from https://controls.papercept.net/conferences/scripts/abstract.pl?ConfID=5&Number=699
2008
Conference Contribution - Published proceedings: Abstract
Zhang, H., Shen, H., Chen, Y., & Zhang, Z. (2008). Balancing energy consumption for uniform data gathering wireless sensor networks [Extended abstract]. Proceedings of the 27th ACM Symposium on Principles of Distributed Computing (PODC). (pp. 436). New York: ACM. doi: 10.1145/1400751.1400830
2007
Conference Contribution - Published proceedings: Full paper
Zhang, H., & Shen, H. (2007). EEGR: Energy-Efficient Geographic Routing in wireless sensor networks. Proceedings of the International Conference on Parallel Processing (ICPP). IEEE. doi: 10.1109/ICPP.2007.37
Zhang, H., Shen, H., & Tan, Y. (2007). Optimal energy balanced data gathering in wireless sensor networks. Proceedings of the IEEE International Parallel and Distributed Processing Symposium (IPDPS). (pp. 1-10). IEEE. doi: 10.1109/IPDPS.2007.370248
2006
Journal - Research Article
Sun, X., Zhang, H., & Duan, H. (2006). 3D computerized segmentation of lung volume with computed tomography. Academic Radiology, 13(6), 670-677. doi: 10.1016/j.acra.2006.02.039
Conference Contribution - Published proceedings: Full paper
Zhang, H., Shen, H., & Tian, H. (2006). Reliable and real-time data gathering in multi-hop linear wireless sensor networks. In X. Cheng, W. Li & T. Znati (Eds.), Wireless algorithms, systems, and applications: Lecture notes in computer science (Vol. 4138). (pp. 151-162). Berlin, Germany: Springer. doi: 10.1007/11814856_16
Chen, Y., Shen, H., & Zhang, H. (2006). Embedding hypercube communications on optical chordal ring networks. Proceedings of the 31st IEEE Conference on Local Computer Networks. (pp. 437-442). IEEE. doi: 10.1109/LCN.2006.322132
Chen, Y., Shen, H., & Zhang, H. (2006). Hypercube communications on optical chordal ring networks with chord length of three. In C. Jesshope & C. Egan (Eds.), Advances in computer systems architecture: Lecture notes in computer science (Vol. 4186). (pp. 337-343). Berlin, Germany: Springer. doi: 10.1007/11859802_27
Zhang, H., & Shen, H. (2006). Distributed tuning attempt probability for data gathering in random access wireless sensor networks. Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA). 1, (pp. 643-648). IEEE. doi: 10.1109/AINA.2006.151