default search action

combined dblp search
author search
venue search
publication search

ask others

Yexu Zhou

> Home > Persons

Person information

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

Journal Articles

see FAQ

What is the meaning of the colors in the publication lists?

2024
[j2]
- view
  authority control:
- export record
  dblp key:
  - journals/imwut/ZhouZHRKRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/imwut/ZhouZHRKRB24
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)
2022
[j1]
- view
  authority control:
- export record
  dblp key:
  - journals/at/SchwabeZHRRR22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/at/SchwabeZHRRR22
Nils Schwabe, Yexu Zhou, Leon Hielscher, Tobias Röddiger, Till Riedel, Sebastian Reiter:
Tools and methods for Edge-AI-systems. Autom. 70(9): 767-776 (2022)

Conference and Workshop Papers

see FAQ

What is the meaning of the colors in the publication lists?

2024
[c14]
- view
  authority control:
- export record
  dblp key:
  - conf/ijcnn/HuangZZRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcnn/HuangZZRB24
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
[c13]
- view
  authority control:
- export record
  dblp key:
  - conf/ijcnn/ZhouZHLHB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcnn/ZhouZHLHB24
Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl:
Deep Neural Network Pruning with Progressive Regularizer. IJCNN 2024: 1-10
[c12]
- view
  authority control:
- export record
  dblp key:
  - conf/iswc/ZhouKZHRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iswc/ZhouKZHRB24
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
[c11]
- view
  authority control:
- export record
  dblp key:
  - conf/percom/ZhouKHZRRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/percom/ZhouKHZRRB24
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
[c10]
- view
  authority control:
- export record
  dblp key:
  - conf/percom/HuangZZRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/percom/HuangZZRB24
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
[c9]
- view
  authority control:
- export record
  dblp key:
  - conf/pkdd/HuangZZFRB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/pkdd/HuangZZFRB24
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
2023
[c8]
- view
  authority control:
- export record
  dblp key:
  - conf/ijcnn/HuangSHZRB23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ijcnn/HuangSHZRB23
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl:
McXai: Local Model-Agnostic Explanation As Two Games. IJCNN 2023: 1-8
2022
[c7]
- view
  authority control:
- export record
  dblp key:
  - conf/aughuman/FangZPHZB22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aughuman/FangZPHZB22
Likun Fang, Ting Zhu, Erik Pescara, Yiran Huang, Yexu Zhou, Michael Beigl:
DragTapVib: An On-Skin Electromagnetic Drag, Tap, and Vibration Actuator for Wearable Computing. AHs 2022: 203-211
[c6]
- view
  authority control:
- export record
  dblp key:
  - conf/iconip/HuangZHRFB22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iconip/HuangZHRFB22
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl:
Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning. ICONIP (3) 2022: 206-215
[c5]
- view
  authority control:
- export record
  dblp key:
  - conf/iswc/ZhaoZRHB22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iswc/ZhaoZRHB22
Haibin Zhao, Yexu Zhou, Till Riedel, Michael Hefenbrock, Michael Beigl:
Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer. ISWC 2022: 84-88
[c4]
- view
  authority control:
- export record
  dblp key:
  - conf/iswc/ZhouZHRHB22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iswc/ZhouZHRHB22
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
[c3]
- view
  authority control:
- export record
  dblp key:
  - conf/pkdd/HuangZHRFB22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/pkdd/HuangZHRFB22
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl:
Automatic Feature Engineering Through Monte Carlo Tree Search. ECML/PKDD (3) 2022: 581-598
2020
[c2]
- view
  authority control:
- export record
  dblp key:
  - conf/pkdd/ZhouHHRB20
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/pkdd/ZhouHHRB20
Yexu Zhou, Michael Hefenbrock, Yiran Huang, Till Riedel, Michael Beigl:
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone. ECML/PKDD (4) 2020: 461-477
2019
[c1]
- view
  authority control:
- export record
  dblp key:
  - conf/smartcity360/0010SRBZH19
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/smartcity360/0010SRBZH19
Long Wang, Lennard Sommer, Till Riedel, Michael Beigl, Yexu Zhou, Yiran Huang:
NeuralIO: Indoor Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones. SmartCity360° 2019: 127-138

Informal and Other Publications

see FAQ

What is the meaning of the colors in the publication lists?

2024
[i7]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2401-05477
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2401-05477
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)
[i6]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2408-11552
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2408-11552
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl:
Explainable Deep Learning Framework for Human Activity Recognition. CoRR abs/2408.11552 (2024)
2023
[i5]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2307-07770
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2307-07770
Yiran Huang, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl:
randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning. CoRR abs/2307.07770 (2023)
[i4]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2310-18384
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2310-18384
Tobias King, Yexu Zhou, Tobias Röddiger, Michael Beigl:
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers. CoRR abs/2310.18384 (2023)
2022
[i3]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2201-01044
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2201-01044
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl:
McXai: Local model-agnostic explanation as two games. CoRR abs/2201.01044 (2022)
[i2]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2211-08384
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2211-08384
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl:
Universal Distributional Decision-based Black-box Adversarial Attack with Reinforcement Learning. CoRR abs/2211.08384 (2022)
2020
[i1]
- view
  - electronic edition @ arxiv.org (open access)
  - details & citations
- export record
  dblp key:
  - journals/corr/abs-2008-03961
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2008-03961
Yexu Zhou, Yuting Gao, Yiran Huang, Michael Hefenbrock, Till Riedel, Michael Beigl:
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone. CoRR abs/2008.03961 (2020)

Coauthor Index

see FAQ

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.