Haibo Zhang

Orcid: 0000-0002-3752-0806

Affiliations:
  • University of Otago, New Zealand


According to our database1, Haibo Zhang authored at least 130 papers between 2005 and 2025.

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Bibliography

2025
Imbalanced ensemble learning leveraging a novel data-level diversity metric.
Pattern Recognit., 2025

2024
Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach.
IEEE Trans. Knowl. Data Eng., November, 2024

E<sup>2</sup>CoPre: Energy Efficient and Cooperative Collision Avoidance for UAV Swarms With Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst., July, 2024

A fine-grained convolutional recurrent model for obstructive sleep apnea detection.
Int. J. Mach. Learn. Cybern., July, 2024

Power-Adaptive Communication With Channel-Aware Transmission Scheduling in WBANs.
IEEE Internet Things J., May, 2024

MSleepNet: A Semi-Supervision-Based Multiview Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection.
IEEE Trans. Instrum. Meas., 2024

Efficient Algorithm for All-Gather Operation in Optical Interconnect Systems.
IEEE Open J. Commun. Soc., 2024

SUSS: Improving TCP Performance by Speeding Up Slow-Start.
Proceedings of the ACM SIGCOMM 2024 Conference, 2024

2023
Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip (ONoC).
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Decentralized piggybacking-based dissemination of Cooperative Awareness Messages in vehicular ad-hoc networks.
Comput. Networks, November, 2023

STADIA: Photonic Stochastic Gradient Descent for Neural Network Accelerators.
ACM Trans. Embed. Comput. Syst., October, 2023

Comparing the performance of multi-layer perceptron training on electrical and optical network-on-chips.
J. Supercomput., July, 2023

MtCLSS: Multi-Task Contrastive Learning for Semi-Supervised Pediatric Sleep Staging.
IEEE J. Biomed. Health Informatics, June, 2023

Tuatara: Location-Driven Power-Adaptive Communication for Wireless Body Area Networks.
IEEE Trans. Mob. Comput., 2023

EEG-CLNet: Collaborative Learning for Simultaneous Measurement of Sleep Stages and OSA Events Based on Single EEG Signal.
IEEE Trans. Instrum. Meas., 2023

E2CoPre: Energy Efficient and Cooperative Collision Avoidance for UAV Swarms with Trajectory Prediction.
CoRR, 2023

A lightweight model of wheel-rail force inversion for railway vehicles.
Concurr. Comput. Pract. Exp., 2023

Efficient neural network accelerators with optical computing and communication.
Comput. Sci. Inf. Syst., 2023

Multiple-instance learning for EEG based OSA event detection.
Biomed. Signal Process. Control., 2023

Efficient All-Reduce for Distributed DNN Training in Optical Interconnect Systems.
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU Architecture Using Photonic Links.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

Wrht: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

OpTree: An Efficient Algorithm for All-gather Operation in Optical Interconnect Systems.
Proceedings of the IEEE International Conference on Communications, 2023

Performance Comparison of Distributed DNN Training on Optical Versus Electrical Interconnect Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022
Low RF-Complexity Digital Transmit Beamforming for Large-Scale Millimeter Wave MIMO Systems.
IEEE Trans. Wirel. Commun., 2022

Energy-Efficient Non-Orthogonal Multiple Access for Downlink Communication in Mobile Edge Computing Systems.
IEEE Trans. Mob. Comput., 2022

Gaussian Distribution Based Oversampling for Imbalanced Data Classification.
IEEE Trans. Knowl. Data Eng., 2022

Multimedia Monitoring System of Obstructive Sleep Apnea via a Deep Active Learning Model.
IEEE Multim., 2022

WRHT: Efficient All-reduce for Distributed DNN Training in Optical Interconnect System.
CoRR, 2022

Multi-UAV Collision Avoidance using Multi-Agent Reinforcement Learning with Counterfactual Credit Assignment.
CoRR, 2022

Rule-Based Collaborative Learning with Heterogeneous Local Learning Models.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021
Cooperative link scheduling for RSU-assisted dissemination of basic safety messages.
Wirel. Networks, 2021

Mobile and social sensing.
Pervasive Mob. Comput., 2021

An explainable CNN approach for medical codes prediction from clinical text.
BMC Medical Informatics Decis. Mak., 2021

Effective detection of mobile malware behavior based on explainable deep neural network.
Neurocomputing, 2021

Accelerating Fully Connected Neural Network on Optical Network-on-Chip (ONoC).
CoRR, 2021

E<sub>2</sub>Coop: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms.
CoRR, 2021

Photonic Computing and Communication for Neural Network Accelerators.
Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2021

Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips.
Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2021

IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

E2Coop: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020
Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification.
Inf. Sci., 2020

StopEG: Detecting when to stop exponential growth in TCP slow-start.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

Full Digital Transmit Beamforming with Low RF Complexity for Large-scale mmWave MIMO system.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Message from the Program Chairs CSCloud 2020 CSCloud-EdgeCom 2020.
Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

2019
Wavelength-Reused Hierarchical Optical Network on Chip Architecture for Manycore Processors.
IEEE Trans. Sustain. Comput., 2019

Accelerating data gravitation-based classification using GPU.
J. Supercomput., 2019

Chimp: A Learning-based Power-aware Communication Protocol for Wireless Body Area Networks.
ACM Trans. Embed. Comput. Syst., 2019

Ranking-based biased learning swarm optimizer for large-scale optimization.
Inf. Sci., 2019

Cooperative Bargain for the Autonomous Separation of Traffic Flows in Smart Reversible Lanes.
Complex., 2019

Generative learning for imbalanced data using the Gaussian mixed model.
Appl. Soft Comput., 2019

A Survey of Multicast Communication in Optical Network-on-Chip (ONoC).
Proceedings of the Parallel Architectures, Algorithms and Programming, 2019

Full Downlink Channel Reconstruction Using Incomplete Uplink Channel Measurements in Massive MIMO Networks.
Proceedings of the 2019 IFIP Networking Conference, 2019

Path-Based Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Evaluating the Impact of Network Latency on the Safety of Blockchain Transactions.
Proceedings of the IEEE International Conference on Blockchain, 2019

Imbalanced Data Gravitation Classification Model Using For Internet Video Traffic Identification.
Proceedings of the 5th IEEE International Conference on Big Data Security on Cloud, 2019

2018
A joint optimization method for NoC topology generation.
J. Supercomput., 2018

User Localization Using Random Access Channel Signals in LTE Networks with Massive MIMO.
Proceedings of the 27th International Conference on Computer Communication and Networks, 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, 2018

Adaptive Tracking Control and Parameter Identification for Uncertain Complex-Variable Chaotic Systems.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2017
Adaptive Message Routing and Replication in Mobile Opportunistic Networks for Connected Communities.
ACM Trans. Internet Techn., 2017

System-level modeling and performance evaluation of multistage optical network on chips (MONoCs).
Photonic Netw. Commun., 2017

Energy-Aware on-chip virtual machine placement for cloud-supported cyber-physical systems.
Microprocess. Microsystems, 2017

Special Issue on: Design Automation for Embedded Ubiquitous Computing Systems (DAEUCS).
J. Syst. Archit., 2017

A fast feature weighting algorithm of data gravitation classification.
Inf. Sci., 2017

A cooperative offloading game on data recovery for reliable broadcast in VANET.
Concurr. Comput. Pract. Exp., 2017

Imbalanced traffic identification using an imbalanced data gravitation-based classification model.
Comput. Commun., 2017

CRAFT reducing the effort for indoor localisation.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Decentralised Data Piggybacking and Link Scheduling for Reliable Broadcast in VANETs.
Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, 2017

ATPS: Adaptive Transmission Power Selection for Communication in Wireless Body Area Networks.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

RWADMM: Routing and Wavelength Assignment for Distribution-Based Multiple Multicasts in ONoC.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Geometry-based modeling and simulation of 3D multipath propagation channel with realistic spatial characteristics.
Proceedings of the IEEE International Conference on Communications, 2017

Testudo: A Low Latency and High-Efficient Memory-Centric Network Using Optical Interconnect.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Special Issue on: Multicore and Many-core Architectures for Future Generation Embedded Systems.
Future Gener. Comput. Syst., 2016

Note on Edge-Colored Graphs for Networks with Homogeneous Faults.
Comput. J., 2016

An adaptive partition-based multicast routing scheme for mesh-based Networks-on-Chip.
Comput. Electr. Eng., 2016

Routing in Delay Tolerant Networks with fine-grained contact characterisation and dynamic message replication.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

Decentralized Cooperative Piggybacking for Reliable Broadcast in the VANET.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Emender: Signal filter for trilateration based indoor localisation.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Dynamic Ring-Based Multicast with Wavelength Reuse for Optical Network on Chips.
Proceedings of the 10th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2016

VPAP: VBR Pattern Aware Playback Buffering for video streaming.
Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

On the Effectiveness of Packet Sampling for Early Stage Traffic Identification.
Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

SMOTE-DGC: An Imbalanced Learning Approach of Data Gravitation Based Classification.
Proceedings of the Intelligent Computing Theories and Application, 2016

Early Stage Internet Traffic Identification Using Data Gravitation Based Classification.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

LPA: Learning-Based Power Aware Communication Protocol in WBANs.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015
Time-Optimal Convergecast With Separated Packet Copying: Scheduling Policies and Performance.
IEEE Trans. Veh. Technol., 2015

Constructing Edge-Colored Graph for Heterogeneous Networks.
J. Comput. Sci. Technol., 2015

WRH-ONoC: A wavelength-reused hierarchical architecture for optical Network on Chips.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

A State-Based Energy/Performance Model for Parallel Applications on Multicore Computers.
Proceedings of the 44th International Conference on Parallel Processing Workshops, 2015

CAMS: Consensus-Based Anchor-Node Management Scheme for Train Localisation.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 14th International Conference, 2015

2014
Leveraging Social Networks for P2P Content-Based File Sharing in Disconnected MANETs.
IEEE Trans. Mob. Comput., 2014

TB-SnW: Trust-based Spray-and-Wait routing for delay-tolerant networks.
J. Supercomput., 2014

Myths in power estimation with Performance Monitoring Counters.
Sustain. Comput. Informatics Syst., 2014

SIB: noise reduction in fingerprint-based indoor localisation using multiple transmission powers.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

Optimal link scheduling for delay-constrained periodic traffic over unreliable wireless links.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

PMC-Based Power Modelling with Workload Classification on Multicore Systems.
Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

BWS: Beacon-driven wake-up scheme for train localization using wireless sensor networks.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Performance Bounds and Latency-Optimal Scheduling for Convergecast in WirelessHART Networks.
IEEE Trans. Wirel. Commun., 2013

Probabilistic routing based on fine-grained contact characterization in delay tolerant networks.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

A Particle Filter Based Train Localization Scheme Using Wireless Sensor Networks.
Proceedings of the IEEE 11th International Conference on Dependable, 2013

Analyzing Packet-Level Routing in Data Centers.
Proceedings of the IEEE 11th International Conference on Dependable, 2013

Myths in PMC-Based Power Estimation.
Proceedings of the Energy Efficiency in Large Scale Distributed Systems, 2013

Performance Analysis of Duty-Cycling Wireless Sensor Network for Train Localization.
Proceedings of the Workshop on Machine Learning for Sensory Data Analysis, 2013

2012
Energy-Efficient Deadline-Constrained Maximum Reliability Forwarding in Lossy Networks.
IEEE Trans. Wirel. Commun., 2012

Mitigating Blackhole Attacks in Delay Tolerant Networks.
Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

Combining TDMA with Slotted Aloha for delay constrained traffic over lossy links.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

MOS-based Handover Protocol for Next Generation Wireless Networks.
Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012

2011
Routing and wavelength assignment for hypercube communications embedded on optical chordal ring networks of degrees 3 and 4.
Comput. Commun., 2011

Performance Evaluation of Quality of VoIP in WiMAX and UMTS.
Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011

Hidden Terminal-Aware Contention Resolution with an Optimal Distribution.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

Leveraging Social Networks for P2P Content-Based File Sharing in Mobile Ad Hoc Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

2010
Energy-Efficient Beaconless Geographic Routing in Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2010

Rapid Convergecast on Commodity Hardware: Performance Limits and Optimal Policies.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Optimal Routing and Scheduling of Deadline-Constrained Traffic over Lossy Networks.
Proceedings of the Global Communications Conference, 2010

Delay-constrained maximum reliability routing over lossy links.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Balancing Energy Consumption to Maximize Network Lifetime in Data-Gathering Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2009

Optimal link scheduling and channel assignment for convergecast in linear WirelessHART networks.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

A Social Network Based File Sharing System in Mobile Peer-to-Peer Networks.
Proceedings of the 18th International Conference on Computer Communications and Networks, 2009

Deadline-constrained transmission scheduling and data evacuation in WirelessHART networks.
Proceedings of the 10th European Control Conference, 2009

Methodology and Tools for Controller-networking Codesign in WirelessHART.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008
Balancing energy consumption for uniform data gathering wireless sensor networks.
Proceedings of the Twenty-Seventh Annual ACM Symposium on Principles of Distributed Computing, 2008

2007
Optimal Energy Balanced Data Gathering in Wireless Sensor Networks.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

EEGR: Energy-Efficient Geographic Routing inWireless Sensor Networks.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

2006
Reliable and Real-Time Data Gathering in Multi-hop Linear Wireless Sensor Networks.
Proceedings of the Wireless Algorithms, 2006

Embedding Hypercube Communications on Optical Chordal Ring Networks.
Proceedings of the LCN 2006, 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 2006), 2006

Hypercube Communications on Optical Chordal Ring Networks with Chord Length of Three.
Proceedings of the Advances in Computer Systems Architecture, 11th Asia-Pacific Conference, 2006

2005
An Automatic and Robust Algorithm for Segmentation of Three-dimensional Medical Images.
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

3D segmentation and visualization of lung volume using CT.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Reliability-Latency Tradeoffs for Data Gathering in Random-Access Wireless Sensor Networks.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005


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