Hao Cheng

ORCID: 0000-0002-0610-034X
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About
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Research Areas
  • Geophysics and Gravity Measurements
  • Geophysical and Geoelectrical Methods
  • Geomagnetism and Paleomagnetism Studies
  • Complex Network Analysis Techniques
  • Human Mobility and Location-Based Analysis
  • Water Quality Monitoring Technologies
  • Hydrocarbon exploration and reservoir analysis
  • Adaptive Dynamic Programming Control
  • Wound Healing and Treatments
  • Pelvic and Acetabular Injuries
  • Seismic Imaging and Inversion Techniques
  • Opinion Dynamics and Social Influence
  • Medical Imaging Techniques and Applications
  • Geophysical Methods and Applications
  • Landslides and related hazards
  • Data Stream Mining Techniques
  • Rock Mechanics and Modeling
  • Seismology and Earthquake Studies
  • Mobile Crowdsensing and Crowdsourcing
  • Radiomics and Machine Learning in Medical Imaging

China Medical University
2023-2024

Tianjin University
2024

Shenzhen University
2023

China Railway Corporation
2023

Jilin University
2020-2021

Determination of the magnetic dipole moment a spacecraft is key issue for cleanliness and attitude control various space scientific spacecraft. Two main methods, namely multiple modeling method near-field analysis, have been used with good results inside coil facility prelaunch testing When field-canceling sets are unavailable, or feedback controls inadequate to compensate time-varying geomagnetic fields, determination signature from measurements field components compromised. Therefore, we...

10.1109/lgrs.2020.2995279 article EN publisher-specific-oa IEEE Geoscience and Remote Sensing Letters 2020-05-28

The magnetic gradient tensor is the spatial rate of change vector along three axes Cartesian coordinate system. It particularly suitable for aeromagnetic surveys because it relatively insensitive to temporal changes and regional variations geomagnetic field. However, complexity flight environment defects in existing calibration methods airborne gradiometers cannot guarantee measurement accuracy data. Research shows that generalized Hilbert transform can convert total-field gradients,...

10.1109/tim.2021.3079559 article EN IEEE Transactions on Instrumentation and Measurement 2021-01-01

By increasing model parameters but activating them sparsely when performing a task, the use of Mixture-of-Experts (MoE) architecture significantly improves performance Large Language Models (LLMs) without inference cost. However, memory consumption due to growing number experts presents challenge deployment these models in many real world settings. Our empirical study reveals that some encode redundant knowledge during pre-training. We thus propose method grouping and pruning similar improve...

10.48550/arxiv.2407.09590 preprint EN arXiv (Cornell University) 2024-07-12

Pedestrian target detection based on fisheye scene is a challenging task. Due to natural cylindrical and radial distortion of images, it difficult ensure the accuracy real-time by conventional methods. The original feature pyramid network in YOLOv5 replaced with an improved BiFPN this paper, problem information loss during graph construction reduced adding residual links module stacking. Secondly, replacing deformable convolution module, network's extraction ability significantly improved. A...

10.1117/12.2681074 article EN 2023-06-08

Wound age estimation is the core content in practice of forensic medicine. Accurate wound a scientific question that needs to be urgently solved by scientists at home and abroad. Metabolomics techniques can effectively detect endogenous metabolites produced internal or external stimulating factors describe dynamic changes

10.12116/j.issn.1004-5619.2022.421105 article EN PubMed 2023-12-25

10.12068/j.issn.1005-3026.2019.06.026 article EN Journal of Northeastern University 2019-06-15
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