Haodong Huang

I am a doctoral candidate at Harbin Institute of Technology(Shenzhen). I obtained my Master's degree in Mechanical Engineering from the same institution under the mentorship of Dr. Shilong Sun. My research interests are diverse and encompass humanoid robot planning, control, optimization, and reinforcement learning algorithms. I firmly believe that learning-based methods will undoubtedly become mainstream in the future.

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Publications
Data Privacy Protection Diagnostic Algorithm for Industrial Robot Joint Harmonic Reducers Based on Swarm Learning
Haodong Huang, Shilong Sun, Dong Wang, Wenfu Xu
IEEE/ASME Transactions on Mechatronics, 2025  

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Fault Diagnosis of Harmonic Reducer.

Leveraging large language models for comprehensive locomotion control in humanoid robots design
Shilong Sun, Chiyao Li, Zida Zhao, Haodong Huang, Wenfu Xu
Biomimetic Intelligence and Robotics, 2024  

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LLM Humanoid Control.

Aeroengine Remaining Life Prediction Based on Advanced Health Index Construction and Gray Similarity Multiscale Matching
Shilong Sun, Haodong Huang, Jian Ding, Dong Wang, Wenfu Xu
IEEE Transactions on Instrumentation and Measurement, 2024  

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Aeroengine Remaining Life Prediction.

A Novel Cross-Domain Data Augmentation and Bearing Fault Diagnosis Method Based on an Enhanced Generative Model
Shilong Sun, Hao Ding, Haodong Huang, Zida Zhao, Dong Wang, Wenfu Xu
IEEE Transactions on Instrumentation and Measurement, 2024  

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Extreme Condition Fault Diagnosis.

IoT Motion Tracking System for Workout Performance Evaluation: A Case Study on Dumbbell
Shilong Sun, Tengyi Peng, Haodong Huang, Yufan Wang, Xiao Zhang, Yu Zhou
IEEE Transactions on Consumer Electronics, 2023  

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Internet of Things Dumbbell Exercise.

Machinery Prognostics and High-Dimensional Data Feature Extraction Based on a Transformer Self-Attention Transfer Network
Shilong Sun, Tengyi Peng, Haodong Huang
Sensors, 2023  

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Transformer RUL prediction.

An Improved Data Privacy Diagnostic Framework for Multiple Machinery Components Data Based on Swarm Learning Algorithm
Shilong Sun, Haodong Huang, Tengyi Peng, Dong Wang
IEEE Transactions on Instrumentation and Measurement, 2023  

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Different model Swarm Learning.

A Data Privacy Protection Diagnosis Framework for Multiple Machines Vibration Signals Based on a Swarm Learning Algorithm
Shilong Sun, Haodong Huang, Tengyi Peng, Changqing Shen, Dong Wang
IEEE Transactions on Instrumentation and Measurement, 2023  

PDF / BibTeX

Swarm Learning.

Software
  • Isaac Gym: Reinforcement Learning-Based Motion Control for Humanoid Robots.

  • ROS: Communication for Humanoid Robots.

  • SL: PyTorch-based fault diagnosis algorithms.

  • Website source from Junhyeok Ahn and Chaitanya Malaviya