Haibin Zhao

According to our database, Haibin Zhao authored at least 32 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Prediction of lower limb joint angles from surface electromyography using XGBoost.

Zhiguo Lu, Siwei Chen, Jiyuan Yang, Chong Liu, Haibin Zhao

Expert Syst. Appl., 2025

2024

AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition.

Yexu Zhou, Haibin Zhao, Yiran Huang, Tobias Röddiger, Murat Kurnaz, Till Riedel, Michael Beigl

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., May, 2024

Explainable Deep Learning Framework for Human Activity Recognition.

Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl

CoRR, 2024

Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors.

Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl

CoRR, 2024

Continuous knee joint angle prediction with surface EMG.

Jiyuan Yang, Zhiguo Lu, Siwei Chen, Chong Liu, Haibin Zhao

Biomed. Signal Process. Control., 2024

ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models.

Yiran Huang, Yexu Zhou, Haibin Zhao, Likun Fang, Till Riedel, Michael Beigl

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Enhancing Efficiency in HAR Models: NAS Meets Pruning.

Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Röddiger, Michael Beigl

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm.

Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers.

Yexu Zhou, Tobias King, Haibin Zhao, Yiran Huang, Till Riedel, Michael Beigl

Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

Deep Neural Network Pruning with Progressive Regularizer.

Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl

Proceedings of the International Joint Conference on Neural Networks, 2024

A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice.

Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl

Proceedings of the International Joint Conference on Neural Networks, 2024

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers.

Priyanjana Pal, Florentia Afentaki, Haibin Zhao, Gurol Saglam, Michael Hefenbrock, Georgios Zervakis, Michael Beigl, Mehdi B. Tahoori

Proceedings of the IEEE European Test Symposium, 2024

Analog Printed Spiking Neuromorphic Circuit.

Priyanjana Pal, Haibin Zhao, Maha Shatta, Michael Hefenbrock, Sina Bakhtavari Mamaghani, Sani R. Nassif, Michael Beigl, Mehdi B. Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

A load-adaptive hoisting mechanism based on spring-loaded rope and variable radius reel.

Zhiguo Lu, Ruchao Wang, Yinhe Xiao, Tao Liu, Chong Liu, Haibin Zhao

Adv. Robotics, December, 2023

Towards Temporal Information Processing - Printed Neuromorphic Circuits with Learnable Filters.

Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi Baradaran Tahoori

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits.

Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Highly-Bespoke Robust Printed Neuromorphic Circuits.

Haibin Zhao, Brojogopal Sapui, Michael Hefenbrock, Zhidong Yang, Michael Beigl, Mehdi B. Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Split Additive Manufacturing for Printed Neuromorphic Circuits.

Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena.

Tobias Röddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Haibin Zhao, Hans Gellersen, Michael Beigl

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition.

Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl

Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022

Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer.

Haibin Zhao, Yexu Zhou, Till Riedel, Michael Hefenbrock, Michael Beigl

Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022

Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection.

Haibin Zhao, Alexander Scholz, Michael Beigl, Si Ni, Surya Abhishek Singaraju, Jasmin Aghassi-Hagmann

Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022

Aging-Aware Training for Printed Neuromorphic Circuits.

Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Excerpt from "Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena".

Tobias Röddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Haibin Zhao, Hans Gellersen, Michael Beigl

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

High-Performance Ellipsometry With 2-D Expanded Channels for Spectroscopy and Polarization Analysis.

Huatian Tu, Yuxiang Zheng, Yao Shan, Yao Chen, Haotian Zhang, Pian Liu, Haibin Zhao, Rongjun Zhang, Songyou Wang, Jing Li, Hongzhu Yu, YoungPak Lee, Liangyao Chen

IEEE Trans. Instrum. Meas., 2021

Kalman Filtered Compressive Sensing Using Pseudo-Measurements.

Haibin Zhao, Christopher Funk, Benjamin Noack, Uwe D. Hanebeck, Michael Beigl

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

AirCase: Earable Charging Case with Air Quality Monitoring and Soundscape Sonification.

Haibin Zhao, Tobias Röddiger, Michael Beigl

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

2018

Development of Humanoid Robot and Biped Walking Based on Linear Inverted Pendulum Model.

Yanzheng Lu, Zhiguo Lu, Yongji Yu, Haibin Zhao, Yichen Zhang

Proceedings of the IEEE International Conference on Intelligence and Safety for Robotics, 2018

2012

A New Optical Fiber Bragg Grating Dynamic Signal Demodulation Method Based on Work-Point Controlling.

Zhizhong Li, Haibin Zhao, Qiuliang Shi, Yusheng Cheng, Qijun Liu

Proceedings of the Third International Conference on Digital Manufacturing & Automation, 2012

2010

Environment Control System Using Correlation Dimension of Alpha Wave.

Chunsheng Li, Hong Wang, Chong Liu, Haibin Zhao

Proceedings of the International Conference on Body Sensor Networks, 2010

2009

Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River.

Jun Yan, Hui Cao, Jun Wang, Yanfang Liu, Haibin Zhao

Proceedings of the Fifth International Conference on Natural Computation, 2009

2006

Optimum Steelmaking Charge Plan with Unknown Charge Number Based on the Pseudo TSP Model.

Yuncan Xue, Qiwen Yang, Haibin Zhao

Proceedings of the 45th IEEE Conference on Decision and Control, 2006