By Associate Professor Haibo Zhang

Journal articles

Zhang Q; Wang S; Cao L; Lian D; Zhang H; Lu W, 2025, 'Semantic Relation Guided Dual-view Contrastive Learning for Session-based Recommendations', ACM Transactions on Information Systems, 43, http://dx.doi.org/10.1145/3750724

Pang Y; Peng L; Zhang H; Chen Z; Yang B, 2025, 'Imbalanced ensemble learning leveraging a novel data-level diversity metric', Pattern Recognition, 157, pp. 110886 - 110886, http://dx.doi.org/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, 11, pp. 16087 - 16102, http://dx.doi.org/10.1109/JIOT.2024.3355702

Huang S; Zhang H; Huang Z, 2024, 'E ² CoPre: Energy Efficient and Cooperative Collision Avoidance for UAV Swarms With Trajectory Prediction', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 6951 - 6963, http://dx.doi.org/10.1109/tits.2023.3342161

Pang Y; Zhang H; Deng JD; Peng L; Teng F, 2024, 'Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 5768 - 5783, http://dx.doi.org/10.1109/tkde.2023.3341808

Liu H; Zhang H; Li B; Yu X; Zhang Y; Penzel T, 2024, 'MSleepNet: A Semi-Supervision-Based Multiview Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection', IEEE Transactions on Instrumentation and Measurement, 73, pp. 1 - 9, http://dx.doi.org/10.1109/tim.2023.3348898

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 and Systems, 42, pp. 4934 - 4947, http://dx.doi.org/10.1109/TCAD.2023.3274951

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, http://dx.doi.org/10.1016/j.comnet.2023.110032

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, http://dx.doi.org/10.1145/3607920

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, pp. 10725 - 10746, http://dx.doi.org/10.1007/s11227-022-04945-y

Teng F; Zhu R; Zhou Y; Chi M; Zhang H, 2023, 'A lightweight model of wheel-rail force inversion for railway vehicles', Concurrency and Computation Practice and Experience, 35, http://dx.doi.org/10.1002/cpe.6443

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 and Health Informatics, 27, pp. 2647 - 2655, http://dx.doi.org/10.1109/JBHI.2022.3213171

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 and Control, 80, http://dx.doi.org/10.1016/j.bspc.2022.104358

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 and Measurement, 72, http://dx.doi.org/10.1109/TIM.2023.3235436

Xia C; Chen Y; Zhang H; Zhang H; Dai F; Wu J, 2023, 'Efficient Neural Network Accelerators with Optical Computing and Communication', Computer Science and Information Systems, 29, pp. 513 - 535, http://dx.doi.org/10.2298/CSIS220131066X

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, pp. 574 - 588, http://dx.doi.org/10.1109/TMC.2021.3070296

Zhang L; Fang F; Huang G; Chen Y; Zhang H; Jiang Y; Ma W, 2022, 'Energy-Efficient Non-Orthogonal Multiple Access for Downlink Communication in Mobile Edge Computing Systems', IEEE Transactions on Mobile Computing, 21, pp. 4310 - 4322, http://dx.doi.org/10.1109/TMC.2021.3083660

Ahmad W; Zhang H; Chen Y; Iqbal N, 2022, 'Low RF-Complexity Digital Transmit Beamforming for Large-Scale Millimeter Wave MIMO Systems', IEEE Transactions on Wireless Communications, 21, pp. 8308 - 8321, http://dx.doi.org/10.1109/TWC.2022.3165577

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, http://dx.doi.org/10.3390/math10071202

Xie Y; Qiu M; Zhang H; Peng L; Chen Z, 2022, 'Gaussian Distribution Based Oversampling for Imbalanced Data Classification', IEEE Transactions on Knowledge and Data Engineering, 34, pp. 667 - 679, http://dx.doi.org/10.1109/TKDE.2020.2985965

Teng F; Wang D; Yuan Y; Zhang H; Singh AK; Lv Z, 2022, 'Multimedia Monitoring System of Obstructive Sleep Apnea via a Deep Active Learning Model', IEEE Multimedia, 29, pp. 48 - 56, http://dx.doi.org/10.1109/MMUL.2022.3146141

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, pp. 42394 - 42410, http://dx.doi.org/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 and Decision Making, 21, http://dx.doi.org/10.1186/s12911-021-01615-6

Yan A; Chen Z; Zhang H; Peng L; Yan Q; Hassan MU; Zhao C; Yang B, 2021, 'Effective detection of mobile malware behavior based on explainable deep neural network', Neurocomputing, 453, pp. 482 - 492, http://dx.doi.org/10.1016/j.neucom.2020.09.082

Saifullah A; Vegni AM; Zhang H, 2021, 'Mobile and social sensing', Pervasive and Mobile Computing, 75, http://dx.doi.org/10.1016/j.pmcj.2021.101435

Xiao G; Zhang H; Sun N; Zhang Y, 2021, 'Cooperative link scheduling for RSU-assisted dissemination of basic safety messages', Wireless Networks, 27, pp. 1335 - 1351, http://dx.doi.org/10.1007/s11276-020-02525-7

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, pp. 447 - 460, http://dx.doi.org/10.1016/j.ins.2020.05.141

Zhang H; Deng JD, 2020, 'Design and management solutions to emergent networking technologies', International Journal of Parallel Emergent and Distributed Systems, http://dx.doi.org/10.1080/17445760.2020.1767102

Deng H; Peng L; Zhang H; Yang B; Chen Z, 2019, 'Ranking-based biased learning swarm optimizer for large-scale optimization', Information Sciences, 493, pp. 120 - 137, http://dx.doi.org/10.1016/j.ins.2019.04.037

Peng L; Zhang H; Hassan H; Chen Y; Yang B, 2019, 'Accelerating data gravitation-based classification using GPU', Journal of Supercomputing, 75, pp. 2930 - 2949, http://dx.doi.org/10.1007/s11227-018-2253-5

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 Journal, 79, pp. 439 - 451, http://dx.doi.org/10.1016/j.asoc.2019.03.056

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, http://dx.doi.org/10.1145/3309763

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, pp. 231 - 244, http://dx.doi.org/10.1109/TSUSC.2017.2733551

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, pp. 3161 - 3176, http://dx.doi.org/10.1007/s11071-018-04747-z

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, 2019, http://dx.doi.org/10.1155/2019/2893732

Wu J; Zhao Y; Zhang T; Zhang H, 2018, 'Message from the program chairs of CSCloud 2018', Proceedings 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud Cscloud Edgecom 2018, pp. xi, http://dx.doi.org/10.1109/CSCloud/EdgeCom.2018.00006

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, pp. 2916 - 2934, http://dx.doi.org/10.1007/s11227-018-2339-0

Zhang H; Wan L; Chen Y; Yang LT; Peng L, 2017, 'Adaptive message routing and replication in mobile opportunistic networks for connected communities', ACM Transactions on Internet Technology, 18, http://dx.doi.org/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, pp. 25 - 33, http://dx.doi.org/10.1007/s11107-016-0670-z

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 and Microsystems, 52, pp. 427 - 437, http://dx.doi.org/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, pp. 177 - 189, http://dx.doi.org/10.1016/j.comcom.2016.05.010

Peng L; Zhang H; Zhang H; Yang B, 2017, 'A fast feature weighting algorithm of data gravitation classification', Information Sciences, 375, pp. 54 - 78, http://dx.doi.org/10.1016/j.ins.2016.09.044

Hassan H; Yang LT; Zhang H, 2017, 'Special Issue on: Design Automation for Embedded Ubiquitous Computing Systems (DAEUCS)', Journal of Systems Architecture, 72, pp. 1 - 2, http://dx.doi.org/10.1016/j.sysarc.2017.01.001

Hou R; Wu J; Chen Y; Zhang H, 2016, 'Note on edge-colored graphs for networks with homogeneous faults', Computer Journal, 59, pp. 1470 - 1478, http://dx.doi.org/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 and Electrical Engineering, 51, pp. 235 - 251, http://dx.doi.org/10.1016/j.compeleceng.2016.01.021

Hassan H; Yang LT; Zhang H; Santambrogio MD, 2016, 'Special Issue on: Multicore and Many-core Architectures for Future Generation Embedded Systems', Future Generation Computer Systems, 56, pp. 169 - 170, http://dx.doi.org/10.1016/j.future.2015.11.017

Hou R; Wu JG; Chen Y; Zhang H; Sui XF, 2015, 'Constructing Edge-Colored Graph for Heterogeneous Networks', Journal of Computer Science and Technology, 30, pp. 1154 - 1160, http://dx.doi.org/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, pp. 793 - 803, http://dx.doi.org/10.1109/TVT.2014.2322141

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, pp. 593 - 609, http://dx.doi.org/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 Informatics and Systems, 4, pp. 83 - 93, http://dx.doi.org/10.1016/j.suscom.2014.03.007

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