By Associate Professor Haibo Zhang

Conference Papers

Zhang H; Zhang H; Xia C; Huang Z; Chen Y; Barnard A, 2025, 'ROCKET: An RNS-based Photonic Accelerator for High-Precision and Energy-Efficient DNN Training', in Proceedings of the 39th ACM International Conference on Supercomputing, ACM, pp. 1020 - 1033, presented at ICS '25: 2025 International Conference on Supercomputing, http://dx.doi.org/10.1145/3721145.3734529

Permatasari E; Saifullah A; Zhang H, 2025, 'Jamming-Resilient Channel Hopping for WirelessHART Networks', in Proceedings of the 26th International Conference on Distributed Computing and Networking, ACM, pp. 56 - 65, presented at ICDCN 2025: 26th International Conference on Distributed Computing and Networking, http://dx.doi.org/10.1145/3700838.3700852

Pan J; Sang Y; Zhang H; Sun J, 2024, 'Efficient Federated Learning based on Hybrid Weights and Differential Privacy', in Proceedings of the 2024 2nd International Conference on Computer, Internet of Things and Smart City, ACM, pp. 35 - 41, presented at CIoTSC 2024: 2024 2nd International Conference on Computer, Internet of Things and Smart City, http://dx.doi.org/10.1145/3731867.3731873

Arghavani M; Zhang H; Eyers D; Arghavani A, 2024, 'SUSS: Improving TCP Performance by Speeding Up Slow-Start', in Proceedings of the ACM SIGCOMM 2024 Conference, ACM, pp. 151 - 165, presented at ACM SIGCOMM '24: ACM SIGCOMM 2024 Conference, http://dx.doi.org/10.1145/3651890.3672234

Dai F; Chen Y; Huang Z; Zhang H; Tian H, 2024, 'Performance Comparison of Distributed DNN Training on Optical Versus Electrical Interconnect Systems', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 401 - 418, http://dx.doi.org/10.1007/978-981-97-0834-5_23

Zhang H; Chen Y; Huang Z; Zhang H; Dai F, 2023, 'SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU Architecture Using Photonic Links', in ACM International Conference Proceeding Series, pp. 566 - 575, http://dx.doi.org/10.1145/3605573.3605626

Dai F; Chen Y; Huang Z; Zhang H, 2023, 'Wrht: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems', in ACM International Conference Proceeding Series, pp. 556 - 565, http://dx.doi.org/10.1145/3605573.3605624

Dai F; Chen Y; Huang Z; Zhang H, 2022, 'Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 129 - 141, http://dx.doi.org/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 Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 121 - 128, http://dx.doi.org/10.1007/978-3-030-96772-7_12

Pang Y; Zhang H; Deng JD; Peng L; Teng F, 2022, 'Rule-Based Collaborative Learning with Heterogeneous Local Learning Models', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 639 - 651, http://dx.doi.org/10.1007/978-3-031-05933-9_50

Wang Y; Lin Z; Zhang H, 2021, 'Message from the Program Chairs HPSC 2021 BigDataSecurity/HPSC/IDS 2021', in Proceedings 2021 7th IEEE International Conference on Big Data Security on Cloud IEEE International Conference on High Performance and Smart Computing and IEEE International Conference on Intelligent Data and Security Bigdatasecurity Hpsc IDS 2021, pp. xv, http://dx.doi.org/10.1109/BigDataSecurityHPSCIDS52275.2021.00008

Huang S; Zhang H; Huang Z, 2021, 'E2Coop: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms', in Proceedings International Conference on Automated Planning and Scheduling Icaps, pp. 634 - 642, http://dx.doi.org/10.1609/icaps.v31i1.16012

Liu C; Yan A; Chen Z; Zhang H; Yan Q; Peng L; Zhao C, 2021, 'IEdroid:Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles', in Proceedings of the International Conference on Parallel and Distributed Systems ICPADS, pp. 788 - 795, http://dx.doi.org/10.1109/ICPADS53394.2021.00104

Arghavani M; Zhang H; Eyers D; Arghavani A, 2020, 'StopEG: Detecting when to stop exponential growth in TCP slow-start', in Proceedings Conference on Local Computer Networks LCN, pp. 77 - 87, http://dx.doi.org/10.1109/LCN48667.2020.9314853

Alam Z; Zhang Z; Zhang H, 2020, 'Message from the Program Chairs CSCloud 2020 CSCloud-EdgeCom 2020', in Proceedings 2020 7th IEEE International Conference on Cyber Security and Cloud Computing and 2020 6th IEEE International Conference on Edge Computing and Scalable Cloud Cscloud Edgecom 2020, pp. xii, http://dx.doi.org/10.1109/CSCloud-EdgeCom49738.2020.00006

Ahmad W; Zhang H; Chen Y; Iqbal N, 2020, 'Full Digital Transmit Beamforming with Low RF Complexity for Large-scale mmWave MIMO system', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC40277.2020.9149126

Carminati B; Lin Z; Zhang H, 2020, 'Message from the Program Chairs: HPSC 2020', in Proceedings 2020 IEEE 6th Intl Conference on Big Data Security on Cloud Bigdatasecurity 2020 2020 IEEE Intl Conference on High Performance and Smart Computing Hpsc 2020 and 2020 IEEE Intl Conference on Intelligent Data and Security IDS 2020, pp. xv, http://dx.doi.org/10.1109/BigDataSecurity-HPSC-IDS49724.2020.00008

Yang W; Chen Y; Huang Z; Zhang H; Gu H; Yu C, 2020, 'A survey of multicast communication in optical network-on-chip (Onoc)', in Communications in Computer and Information Science, pp. 58 - 70, http://dx.doi.org/10.1007/978-981-15-2767-8_6

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', in Proceedings 21st IEEE International Conference on High Performance Computing and Communications 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems Hpcc Smartcity Dss 2019, pp. 1155 - 1162, http://dx.doi.org/10.1109/HPCC/SmartCity/DSS.2019.00163

Wan L; Eyers D; Zhang H, 2019, 'Evaluating the impact of network latency on the safety of blockchain transactions', in Proceedings 2019 2nd IEEE International Conference on Blockchain Blockchain 2019, pp. 194 - 201, http://dx.doi.org/10.1109/Blockchain.2019.00033

Alam Z; Zhang Z; Zhang H, 2019, 'Message from the CSCloud 2019 Program Chair', in Proceedings 6th IEEE International Conference on Cyber Security and Cloud Computing Cscloud 2019 and 5th IEEE International Conference on Edge Computing and Scalable Cloud Edgecom 2019, pp. xi, http://dx.doi.org/10.1109/CSCloud/EdgeCom.2019.00006

Fedorov A; Zhang H; Sidorenko G; Yang B, 2019, 'Full downlink channel reconstruction using incomplete uplink channel measurements in massive MIMO networks', in 2019 IFIP Networking Conference IFIP Networking 2019, http://dx.doi.org/10.23919/IFIPNetworking.2019.8816841

Teng A; Peng L; Xie Y; Zhang H; Chen Z, 2019, 'Imbalanced Data Gravitation Classification Model Using for Internet Video Traffic Identification', in Proceedings 5th IEEE International Conference on Big Data Security on Cloud Bigdatasecurity 2019 5th IEEE International Conference on High Performance and Smart Computing Hpsc 2019 and 4th IEEE International Conference on Intelligent Data and Security IDS 2019, pp. 172 - 177, http://dx.doi.org/10.1109/BigDataSecurity-HPSC-IDS.2019.00040

Zhang H; Zhu Y; Xiang Y, 2019, 'Message from the IDS 2019 Program Chairs', in Proceedings 5th IEEE International Conference on Big Data Security on Cloud Bigdatasecurity 2019 5th IEEE International Conference on High Performance and Smart Computing Hpsc 2019 and 4th IEEE International Conference on Intelligent Data and Security IDS 2019, pp. XX, http://dx.doi.org/10.1109/BigDataSecurity-HPSC-IDS.2019.00010

Lu Y; Zhang H; Fei Z, 2018, 'Message from the BigDataSecurity 2018 Program Chairs', in Proceedings 4th IEEE International Conference on Big Data Security on Cloud Bigdatasecurity 2018 4th IEEE International Conference on High Performance and Smart Computing Hpsc 2018 and 3rd IEEE International Conference on Intelligent Data and Security IDS 2018, pp. xii, http://dx.doi.org/10.1109/BDS/HPSC/IDS18.2018.00006

Fedorov A; Zhang H; Chen Y, 2018, 'User localization using random access channel signals in LTE networks with massive MIMO', in Proceedings International Conference on Computer Communications and Networks ICCCN, http://dx.doi.org/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', in IEEE ASME International Conference on Advanced Intelligent Mechatronics AIM, pp. 1288 - 1293, http://dx.doi.org/10.1109/AIM.2018.8452451

Chen Y; Zhang H; Zhang F, 2018, 'Difference function projective synchronization for secure communication based on complex chaotic systems', in 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. 52 - 57, http://dx.doi.org/10.1109/CSCloud/EdgeCom.2018.00019

Zhang J; Chen Y; Zhang H; Zhang F, 2018, 'QoE-aware and energy-efficient transmission of multimedia traffic in wireless networks', in Proceedings 2018 International Conference on Sensor Networks and Signal Processing Snsp 2018, pp. 152 - 157, http://dx.doi.org/10.1109/SNSP.2018.00036

Yang W; Chen Y; Huang Z; Zhang H, 2018, 'RWADMM: Routing and wavelength assignment for distribution-based multiple multicasts in ONoC', in Proceedings 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications Ispa Iucc 2017, pp. 550 - 557, http://dx.doi.org/10.1109/ISPA/IUCC.2017.00090

Xiao G; Zhang H; Huang Z; Chen Y, 2017, 'Decentralised data piggybacking and link scheduling for reliable broadcast in VANETs', in Mobiwac 2017 Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access Co Located with Mswim 2017, pp. 33 - 40, http://dx.doi.org/10.1145/3132062.3132078

Arghavani A; Zhang H; Huang Z; Chen Y, 2017, 'ATPS: Adaptive Transmission Power Selection for Communication in Wireless Body Area Networks', in Proceedings Conference on Local Computer Networks LCN, pp. 615 - 618, http://dx.doi.org/10.1109/LCN.2017.34

Fedorov A; Zhang H; Chen Y, 2017, 'Geometry-based modeling and simulation of 3D multipath propagation channel with realistic spatial characteristics', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2017.7997381

Xiao G; Zhang H; Hassan H; Chen Y; Huang Z; Sun N, 2017, 'A cooperative offloading game on data recovery for reliable broadcast in VANET', in Concurrency and Computation Practice and Experience, http://dx.doi.org/10.1002/cpe.3938

Zhang H; Fei Z; Wang B, 2017, 'Message from the Program Chairs of Big Data Security 2017', in Proceedings 3rd IEEE International Conference on Big Data Security on Cloud Bigdatasecurity 2017 3rd IEEE International Conference on High Performance and Smart Computing Hpsc 2017 and 2nd IEEE International Conference on Intelligent Data and Security IDS 2017, pp. xi, http://dx.doi.org/10.1109/BigDataSecurity.2017.5

Crane P; Huang Z; Zhang H, 2017, 'CRAFT reducing the effort for indoor localisation', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, pp. 1 - 5, http://dx.doi.org/10.1109/PIMRC.2017.8292211

Peng L; Zhang H; Yang B; Su M; Chen Y, 2017, 'On the Effectiveness of Packet Sampling for Early Stage Traffic Identification', in Proceedings 2016 IEEE International Conference on Internet of Things IEEE Green Computing and Communications IEEE Cyber Physical and Social Computing IEEE Smart Data Ithings Greencom Cpscom Smart Data 2016, pp. 468 - 473, http://dx.doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2016.111

Zhang H; Woodward G; Mathar R, 2017, 'Technical program committee', in 26th International Telecommunication Networks and Applications Conference Itnac 2016, http://dx.doi.org/10.1109/ATNAC.2016.7878763

Ariyasinghe L; Huang Z; Zhang H; Eyers D, 2017, 'VPAP: VBR Pattern Aware Playback Buffering for video streaming', in 26th International Telecommunication Networks and Applications Conference Itnac 2016, pp. 53 - 58, http://dx.doi.org/10.1109/ATNAC.2016.7878782

Qi S; Gu H; Zhang H; Chen Y, 2017, 'Testudo: A Low Latency and High-Efficient Memory-Centric Network Using Optical Interconnect', in Proceedings IEEE Global Communications Conference Globecom, pp. 1 - 6, http://dx.doi.org/10.1109/GLOCOM.2017.8254776

Crane P; Huang Z; Zhang H, 2016, 'Emender: Signal filter for trilateration based indoor localisation', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/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', in Proceedings IEEE 10th International Symposium on Embedded Multicore Many Core Systems on Chip Mcsoc 2016, pp. 153 - 160, http://dx.doi.org/10.1109/MCSoC.2016.9

Peng L; Zhang H; Yang B; Chen Y; Zhou X, 2016, 'Early Stage Internet Traffic Identification Using Data Gravitation Based Classification', in Proceedings 2016 IEEE 14th International Conference on Dependable Autonomic and Secure Computing Dasc 2016 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing Picom 2016 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing Datacom 2016 and 2016 IEEE Cyber Science and Technology Congress Cyberscitech 2016 Dasc Picom Datacom Cyberscitech 2016, pp. 504 - 511, http://dx.doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2016.98

Arghavani A; Zhang H; Huang Z, 2016, 'LPA: Learning-Based Power Aware Communication Protocol in WBANs', in Proceedings 2016 IEEE 14th International Conference on Dependable Autonomic and Secure Computing Dasc 2016 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing Picom 2016 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing Datacom 2016 and 2016 IEEE Cyber Science and Technology Congress Cyberscitech 2016 Dasc Picom Datacom Cyberscitech 2016, pp. 512 - 519, http://dx.doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2016.99

Wan L; Zhang H; Liu F; Chen Y, 2016, 'Routing in Delay Tolerant Networks with fine-grained contact characterisation and dynamic message replication', in Wowmom 2016 17th International Symposium on A World of Wireless Mobile and Multimedia Networks, http://dx.doi.org/10.1109/WoWMoM.2016.7523551

Xiao G; Zhang H; Huang Z; Chen Y, 2016, 'Decentralized cooperative piggybacking for reliable broadcast in the VANET', in IEEE Vehicular Technology Conference, http://dx.doi.org/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 Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 113 - 144, http://dx.doi.org/10.1007/978-3-319-42294-7_11

Chen Y; Mair J; Huang Z; Eyers D; Zhang H, 2015, 'A State-Based Energy/Performance Model for Parallel Applications on Multicore Computers', in Proceedings of the International Conference on Parallel Processing Workshops, pp. 230 - 239, http://dx.doi.org/10.1109/ICPPW.2015.33

Chen Y; Zhang H; Liu F; Gu H, 2015, 'An optimization framework for routing on optical Network-on-Chips (ONoCs) from a networking perspective', in 2015 IEEE International Conference on Signal Processing Communications and Computing Icspcc 2015, http://dx.doi.org/10.1109/ICSPCC.2015.7338820

Liu F; Zhang H; Chen Y; Huang Z; Gu H, 2015, 'WRH-ONoC: A wavelength-reused hierarchical architecture for optical Network on Chips', in Proceedings IEEE INFOCOM, pp. 1912 - 1920, http://dx.doi.org/10.1109/INFOCOM.2015.7218574

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