Wenkai Lu
Doctor and Researcher
Works on signal and image processing and machine learning for seismic data, ultrasonic and medical imaging, and industrial visual inspection.
Wenkai Lu's lab at Tsinghua works on medical imaging & healthcare AI. 33 papers since 2023, 1 at top venues, mostly ISBI and MICCAI. Applications close .
At a glance
- papers, 2023–2026
- 9/ year
- at T1 venues
- 3%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 1
- 14 papers2024 · T1 0
- 12 papers2023 · T1 0
T1 venuesOtherVenues: ISBI, MICCAI
Research focuspaper titles that use each topic's words
- seismic15 papers
- Medical imaging & healthcare AI2 papers
- inspection0 papers
- medical imaging0 papers
- industrial0 papers
Paper list
From DBLP.
20257 papers
- IEEE Trans. Cogn. Commun. Netw.Collaborative Positioning Optimization for Multiple Moving Users in UAV-Enabled ISAC (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Improving Logging-While-Drilling Azimuthal Imaging With Deep Learning Super-Resolution (opens in a new tab)
- IEEE Geosci. Remote. Sens. Lett.LSCMNet: A Lightweight Segmentation Network Based on Co-Occurring Matrix for Seismic Image (opens in a new tab)
- MICCAI (T1)Noisy Label Refinement Based on Discrete Diffusion Process in 3D Ossicle Segmentation (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Physics-Constrained Automated Well-to-Seismic Tie Based on Time-Frequency Key Feature Point Matching (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Physics-Inspired Neural Network for Joint Inversion of Multialtitude 3-D Gravity and Vertical Gradient (opens in a new tab)
- IEEE Geosci. Remote. Sens. Lett.Semi-Supervised W-KAN for Regularly Missing Seismic Data Reconstruction (opens in a new tab)
202414 papers
- ISBIA Deep Learning Normalization Method for Robust Ultrasound Attenuation Coefficient Estimation (opens in a new tab)
- ISBICCMT: Cross Collaboration Mult-Task Network for Neonatal Hip Bone Intelligent Diagnosis (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Dual-Attention-Based Wavelet Integrated CNN Constrained via Stochastic Structural Similarity for Seismic Data Reconstruction (opens in a new tab)
- ISBIEnhancing Ultrasound Imaging with Synthetic Aperture Data: A Deep Learning Approach for Superior Resolution and Contrast (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Evolution Inversion: Co-Evolution of Model and Data for Seismic Reservoir Parameters Inversion (opens in a new tab)
- VTC SpringMulti-AUV Collaborative Data Collection and Trajectory Planning in Integrated Sensing and Communication for Underwater Acoustic Networks (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Multitrace Seismic Impedance Inversion With Structure-Oriented Minimum Entropy Stabilizer (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Physics-Driven Neural Network for Interval Q Inversion (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Reconstruct 3-D Seismic Data With Randomly Missing Traces via Fast Self-Supervised Deep Learning (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.SeisLFMFlow: Seismic Common Image Gathers Enhancement Using Self-Supervised Optical Flow Estimation Based on Local Feature Matching (opens in a new tab)
- IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.Seismic Stratigraphic Interpretation Based on Unsupervised Validation and Spectral Clustering Sampling (opens in a new tab)
- IEEE Geosci. Remote. Sens. Lett.Self-Supervised Knowledge-Driven Method for 3-D Magnetic Inversion (opens in a new tab)
202312 papers
- IEEE Geosci. Remote. Sens. Lett.A Ground-Roll Separation Method Based on Neural Networks With Morphological Similarity Loss (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.A Self-Adaptive Antialiasing Framework for Seismic Data Interpolation (opens in a new tab)
- IEEE J. Biomed. Health InformaticsAnnotation Cost Minimization for Ultrasound Image Segmentation Using Cross-Domain Transfer Learning (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Deep Learning for 3-D Magnetic Inversion (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Deep Velocity Generator: A Plug-In Network for FWI Enhancement (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Improved Seismic Residual Diffracted Multiple Suppression Method Based on Object Detection and Image Segmentation (opens in a new tab)
- Biomed. Signal Process. Control.LVSnake: Accurate and robust left ventricle contour localization for myocardial infarction detection (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Magnetotelluric Closed-Loop Inversion (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Seismic Stratigraphic Interpretation Based on Deep Active Learning (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Semi-Supervised Seismic Stratigraphic Interpretation Constrained by Spatial Structure (opens in a new tab)
- IEEE Trans. Geosci. Remote. Sens.Spatial Pattern Learning: Dip Structure Constraint Multi-View Convolutional Neural Network for Pre-Stacked Seismic Inversion (opens in a new tab)
- Comput. Biol. MedicineUS-Net: A lightweight network for simultaneous speckle suppression and texture enhancement in ultrasound images (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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