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Haibin Zhao

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2020 – today

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2025
[j6]
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Zhiguo Lu, Siwei Chen, Jiyuan Yang, Chong Liu, Haibin Zhao:
Prediction of lower limb joint angles from surface electromyography using XGBoost. Expert Syst. Appl. 264: 125930 (2025)
2024
[j5]
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Jiyuan Yang, Zhiguo Lu, Siwei Chen, Chong Liu, Haibin Zhao:
Continuous knee joint angle prediction with surface EMG. Biomed. Signal Process. Control. 95: 106354 (2024)
[j4]
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Yexu Zhou, Haibin Zhao, Yiran Huang, Tobias Röddiger, Murat Kurnaz, Till Riedel, Michael Beigl:
AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(2): 48:1-48:27 (2024)
[c24]
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Priyanjana Pal, Haibin Zhao, Maha Shatta, Michael Hefenbrock, Sina Bakhtavari Mamaghani, Sani R. Nassif, Michael Beigl, Mehdi B. Tahoori:
Analog Printed Spiking Neuromorphic Circuit. DATE 2024: 1-6
[c23]
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Priyanjana Pal, Florentia Afentaki, Haibin Zhao, Gurol Saglam, Michael Hefenbrock, Georgios Zervakis, Michael Beigl, Mehdi B. Tahoori:
Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers. ETS 2024: 1-6
[c22]
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Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl:
A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice. IJCNN 2024: 1-10
[c21]
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  - conf/ijcnn/ZhouZHLHB24
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Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl:
Deep Neural Network Pruning with Progressive Regularizer. IJCNN 2024: 1-10
[c20]
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  - conf/iswc/ZhouKZHRB24
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Yexu Zhou, Tobias King, Haibin Zhao, Yiran Huang, Till Riedel, Michael Beigl:
MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers. ISWC 2024: 133-139
[c19]
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  - conf/percom/ZhouKHZRRB24
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Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Röddiger, Michael Beigl:
Enhancing Efficiency in HAR Models: NAS Meets Pruning. PerCom Workshops 2024: 33-38
[c18]
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Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl:
Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm. PerCom Workshops 2024: 160-165
[c17]
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  - conf/pkdd/HuangZZFRB24
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Yiran Huang, Yexu Zhou, Haibin Zhao, Likun Fang, Till Riedel, Michael Beigl:
ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models. ECML/PKDD (10) 2024: 429-446
[i2]
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  - journals/corr/abs-2401-05477
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Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl:
Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors. CoRR abs/2401.05477 (2024)
[i1]
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  - journals/corr/abs-2408-11552
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Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl:
Explainable Deep Learning Framework for Human Activity Recognition. CoRR abs/2408.11552 (2024)
2023
[j3]
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  - journals/ar/LuWXLLZ23
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Zhiguo Lu, Ruchao Wang, Yinhe Xiao, Tao Liu, Chong Liu, Haibin Zhao:
A load-adaptive hoisting mechanism based on spring-loaded rope and variable radius reel. Adv. Robotics 37(23): 1520-1531 (2023)
[c16]
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  - conf/date/ZhaoHBT23
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Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori:
Split Additive Manufacturing for Printed Neuromorphic Circuits. DATE 2023: 1-6
[c15]
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Haibin Zhao, Brojogopal Sapui, Michael Hefenbrock, Zhidong Yang, Michael Beigl, Mehdi B. Tahoori:
Highly-Bespoke Robust Printed Neuromorphic Circuits. DATE 2023: 1-6
[c14]
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  - conf/iccad/ZhaoPHBT23
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Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori:
Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits. ICCAD 2023: 1-9
[c13]
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  - conf/nanoarch/ZhaoPHBT23
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Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi Baradaran Tahoori:
Towards Temporal Information Processing - Printed Neuromorphic Circuits with Learnable Filters. NANOARCH 2023: 12:1-12:6
2022
[j2]
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  - journals/imwut/RoddigerCBSZGB22
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Tobias Röddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Haibin Zhao, Hans Gellersen, Michael Beigl:
Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 135:1-135:57 (2022)
[c12]
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Tobias Röddiger, Christopher Clarke, Paula Breitling, Tim Schneegans, Haibin Zhao, Hans Gellersen, Michael Beigl:
Excerpt from "Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena". UbiComp/ISWC Adjunct 2022: 244-245
[c11]
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  - conf/iccad/ZhaoHBT22
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Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori:
Aging-Aware Training for Printed Neuromorphic Circuits. ICCAD 2022: 38:1-38:9
[c10]
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  - conf/iswc/ZhaoZRHB22
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Haibin Zhao, Yexu Zhou, Till Riedel, Michael Hefenbrock, Michael Beigl:
Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer. ISWC 2022: 84-88
[c9]
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  - conf/iswc/ZhouZHRHB22
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Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl:
TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition. ISWC 2022: 89-93
[c8]
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  - conf/iswc/ZhaoSBNSA22
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Haibin Zhao, Alexander Scholz, Michael Beigl, Si Ni, Surya Abhishek Singaraju, Jasmin Aghassi-Hagmann:
Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection. ISWC 2022: 112-114
2021
[j1]
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  - journals/tim/TuZSCZLZZWLYLC21
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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:
High-Performance Ellipsometry With 2-D Expanded Channels for Spectroscopy and Polarization Analysis. IEEE Trans. Instrum. Meas. 70: 1-8 (2021)
[c7]
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  - conf/huc/ZhaoRB21
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Haibin Zhao, Tobias Röddiger, Michael Beigl:
AirCase: Earable Charging Case with Air Quality Monitoring and Soundscape Sonification. UbiComp/ISWC Adjunct 2021: 180-184
[c6]
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  - conf/mfi/ZhaoFNHB21
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Haibin Zhao, Christopher Funk, Benjamin Noack, Uwe D. Hanebeck, Michael Beigl:
Kalman Filtered Compressive Sensing Using Pseudo-Measurements. MFI 2021: 1-8

2010 – 2019

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2018
[c5]
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  - conf/isr2/LuLYZZ18
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Yanzheng Lu, Zhiguo Lu, Yongji Yu, Haibin Zhao, Yichen Zhang:
Development of Humanoid Robot and Biped Walking Based on Linear Inverted Pendulum Model. ISR 2018: 244-249
2012
[c4]
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  - conf/icdma/LiZSCL12
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Zhizhong Li, Haibin Zhao, Qiuliang Shi, Yusheng Cheng, Qijun Liu:
A New Optical Fiber Bragg Grating Dynamic Signal Demodulation Method Based on Work-Point Controlling. ICDMA 2012: 105-107
2010
[c3]
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  - conf/bsn/LiWLZ10
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Chunsheng Li, Hong Wang, Chong Liu, Haibin Zhao:
Environment Control System Using Correlation Dimension of Alpha Wave. BSN 2010: 68-70

2000 – 2009

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2009
[c2]
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  - conf/icnc/YanCWLZ09
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Jun Yan, Hui Cao, Jun Wang, Yanfang Liu, Haibin Zhao:
Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River. ICNC (1) 2009: 184-188
2006
[c1]
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  - conf/cdc/XueYZ06
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Yuncan Xue, Qiwen Yang, Haibin Zhao:
Optimum Steelmaking Charge Plan with Unknown Charge Number Based on the Pseudo TSP Model. CDC 2006: 1978-1983

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