Mengya Xu

Chinese University of Hong Kong, National University of Singapore, Suzhou Research Institute, City University of Hong Kong, Shenzhen Research Institute, Southern University of Science and Technology

Papers

21

Total Citations

261

H-Index

10

About

No biography available yet.

Research Focus

Artificial intelligence20 · 259 citations
Computer science20 · 259 citations
Computer vision14 · 206 citations
Machine learning11 · 157 citations
Segmentation10 · 131 citations
Mathematics7 · 102 citations
Feature (linguistics)5 · 77 citations
Image (mathematics)4 · 68 citations
Smoothing4 · 63 citations
Robustness (evolution)6 · 62 citations
Bounding overwatch4 · 59 citations
Generalization4 · 55 citations

Key Achievements

10
H-Index
21
Papers
261
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting
45 citations · 2024
📈 Most Prolific Year: 2023 (7 Papers)
🤝 Key Collaborators: 167
🏛 Institutions: Chinese University of Hong Kong, National University of Singapore, Suzhou Research Institute, City University of Hong Kong, Shenzhen Research Institute, Southern University of Science and Technology

Top Papers

  1. 1
    Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting
    45 citations · 2024
  2. 2
    SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation
    38 citations · 2023
  3. 3
    Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery
    29 citations · 2021
  4. 4
    Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation
    27 citations · 2021
  5. 5
    Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need
    18 citations · 2022
  6. 6
    SIRNet: Fine-Grained Surgical Interaction Recognition
    16 citations · 2022
  7. 7
    Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches
    15 citations · 2022
  8. 8
    Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery
    14 citations · 2024
  9. 9
    SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective
    12 citations · 2023
  10. 10
    SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
    11 citations · 2023

Key Collaborators

HRHongliang Ren18 shared papersMIMobarakol Islam14 shared papersAWAn Wang9 shared papersLBLong Bai6 shared papersCMChwee Ming Lim4 shared papersDSDanail Stoyanov3 shared papersKHKousuke Hirasawa3 shared papersNANicolás Ayobi2 shared papersSKSatoshi Kondo2 shared papersBCBeilei Cui2 shared papersLMLena Maier‐Hein2 shared papersYZYang Zhang2 shared papersPAPablo Arbeláez2 shared papersLBLong Bai2 shared papersSKSatoshi Kasai2 shared papersZGZiqi Guo2 shared papersSSStefanie Speidel2 shared papersYSYoichi Sato1 shared papersXLXiaojian Li1 shared papersFXFangfang Xia1 shared papers
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