Mengya Xu

According to our database, Mengya Xu authored at least 34 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding.

Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren

IEEE Trans Autom. Sci. Eng., July, 2024

Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation.

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

IEEE Trans Autom. Sci. Eng., July, 2024

Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery.

Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren

IEEE Trans. Medical Imaging, June, 2024

AMIFN: Aspect-guided multi-view interactions and fusion network for multimodal aspect-based sentiment analysis.

Juan Yang, Mengya Xu, Yali Xiao, Xu Du

Neurocomputing, March, 2024

SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation.

Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren

CoRR, 2024

A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery.

Mengya Xu, Ziqi Guo, An Wang, Long Bai, Hongliang Ren

CoRR, 2024

An Efficient MLP-based Point-guided Segmentation Network for Ore Images with Ambiguous Boundary.

Guodong Sun, Yuting Peng, Le Cheng, Mengya Xu, An Wang, Bo Wu, Hongliang Ren, Yang Zhang

CoRR, 2024

Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting.

Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Hongliang Ren

CoRR, 2024

SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.

Dimitrios Psychogyios, Emanuele Colleoni, Beatrice van Amsterdam, Chih-Yang Li, Shu-Yu Huang, Yuchong Li, Fucang Jia, Baosheng Zou, Guotai Wang, Yang Liu, Maxence Boels, Jiayu Huo, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin, Mengya Xu, An Wang, Yanan Wu, Long Bai, Hongliang Ren, Atsushi Yamada, Yuriko Harai, Yuto Ishikawa, Kazuyuki Hayashi, Jente Simoens, Pieter DeBacker, Francesco Cisternino, Gabriele Furnari, Alex Mottrie, Federica Ferraguti, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Soohee Kim, Seung Hyun Lee, Kyu Eun Lee, Hyoun-Joong Kong, Kui Fu, Chao Li, Shan An, Stefanie Krell, Sebastian Bodenstedt, Nicolás Ayobi, Alejandra Pérez, Santiago Rodríguez, Juanita Puentes, Pablo Arbeláez, Omid Mohareri, Danail Stoyanov

CoRR, 2024

Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data.

An Wang, Haochen Yin, Beilei Cui, Mengya Xu, Hongliang Ren

Proceedings of the Simulation and Synthesis in Medical Imaging, 2024

Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting.

Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Mobarakol Islam, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery.

Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.

Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy

Medical Image Anal., May, 2023

Task-aware asynchronous multi-task model with class incremental contrastive learning for surgical scene understanding.

Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren

Int. J. Comput. Assist. Radiol. Surg., May, 2023

AMagPoseNet: Real-Time Six-DoF Magnet Pose Estimation by Dual-Domain Few-Shot Learning From Prior Model.

Shijian Su, Sishen Yuan, Mengya Xu, Huxin Gao, Xiaoxiao Yang, Hongliang Ren

IEEE Trans. Ind. Informatics, 2023

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge.

Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc

CoRR, 2023

SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective.

An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren

CoRR, 2023

S²ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-Supervised Polyp Segmentation.

An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation.

An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Rectifying Noisy Labels with Sequential Prior: Multi-scale Temporal Feature Affinity Learning for Robust Video Segmentation.

Beilei Cui, Minqing Zhang, Mengya Xu, An Wang, Wu Yuan, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis.

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

IROS, 2023

2022

AMagPoseNet.

Shijian Su, Sishen Yuan, Mengya Xu, Huxin Gao, Hongliang Ren

Dataset, December, 2022

OneToMany_ToolSynSeg.

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

Dataset, November, 2022

Rethinking Feature Extraction: Gradient-Based Localized Feature Extraction for End-To-End Surgical Downstream Tasks.

Winnie Pang, Mobarakol Islam, Sai Mitheran, Lalithkumar Seenivasan, Mengya Xu, Hongliang Ren

IEEE Robotics Autom. Lett., 2022

SIRNet: Fine-Grained Surgical Interaction Recognition.

Ling Li, Xiaojian Li, Shuai Ding, Zhao Fang, Mengya Xu, Hongliang Ren, Shanlin Yang

IEEE Robotics Autom. Lett., 2022

Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches.

Mengya Xu, Mobarakol Islam, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need.

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Active SLAM in 3D deformable environments.

Mengya Xu, Liang Zhao, Shoudong Huang, Qi Hao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

Testing the Feasibility of a Multi-Model Fusion Method for Monitoring the Action of Rehabilitating Stroke Patients in Care Management.

Yao Tong, Zhenxiang Zhang, Gang Chen, Xin Li, Hang Yan, Mengya Xu, Beilei Lin

IEEE Access, 2021

Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation.

Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Some Research Questions for SLAM in Deformable Environments.

Shoudong Huang, Yongbo Chen, Liang Zhao, Yanhao Zhang, Mengya Xu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Invariant EKF based 2D Active SLAM with Exploration Task.

Mengya Xu, Yang Song, Yongbo Chen, Shoudong Huang, Qi Hao

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery.

Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Stent Deployment Detection Using Radio Frequency-Based Sensor and Convolutional Neural Networks.

Mengya Xu, Seenivasan Lalithkumar, Leonard Leong Litt Yeo, Hongliang Ren

Adv. Intell. Syst., 2020