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2020 – today
- 2024
[j11]Juan Yang, Mengya Xu, Yali Xiao, Xu Du:
AMIFN: Aspect-guided multi-view interactions and fusion network for multimodal aspect-based sentiment analysis. Neurocomputing 573: 127222 (2024)- [j10]Mengya Xu
, Mobarakol Islam, Ben Glocker, Hongliang Ren:
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. IEEE Trans Autom. Sci. Eng. 21(3): 3170-3181 (2024) - [j9]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation. IEEE Trans Autom. Sci. Eng. 21(3): 4340-4352 (2024) - [j8]Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren:
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. IEEE Trans. Medical Imaging 43(6): 2291-2302 (2024) - [c14]An Wang, Haochen Yin, Beilei Cui, Mengya Xu, Hongliang Ren:
Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data. SASHIMI@MICCAI 2024: 45-57 - [c13]Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Mobarakol Islam, Hongliang Ren:
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting. MICCAI (6) 2024: 197-207 - [c12]Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam:
PitVQA: Image-Grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. MICCAI (6) 2024: 488-498 - [i22]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:
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge. CoRR abs/2401.00496 (2024) - [i21]Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Hongliang Ren:
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting. CoRR abs/2401.16416 (2024) - [i20]Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren:
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. CoRR abs/2402.05860 (2024) - [i19]Guodong Sun, Yuting Peng, Le Cheng, Mengya Xu, An Wang, Bo Wu, Hongliang Ren, Yang Zhang:
An Efficient MLP-based Point-guided Segmentation Network for Ore Images with Ambiguous Boundary. CoRR abs/2402.17370 (2024) - [i18]Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam:
PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery. CoRR abs/2405.13949 (2024) - [i17]Mengya Xu, Ziqi Guo, An Wang, Long Bai, Hongliang Ren:
A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery. CoRR abs/2408.04426 (2024) - [i16]Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren:
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation. CoRR abs/2408.04593 (2024) - [i15]An Wang, Haochen Yin, Beilei Cui, Mengya Xu, Hongliang Ren:
Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data. CoRR abs/2409.16063 (2024) - 2023
- [j7]Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren:
Task-aware asynchronous multi-task model with class incremental contrastive learning for surgical scene understanding. Int. J. Comput. Assist. Radiol. Surg. 18(5): 921-928 (2023) - [j6]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86: 102803 (2023) - [j5]Shijian Su, Sishen Yuan, Mengya Xu, Huxin Gao, Xiaoxiao Yang, Hongliang Ren:
AMagPoseNet: Real-Time Six-DoF Magnet Pose Estimation by Dual-Domain Few-Shot Learning From Prior Model. IEEE Trans. Ind. Informatics 19(9): 9722-9732 (2023) - [c11]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis. IROS 2023: 4608-4614 - [c10]An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren:
S2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-Supervised Polyp Segmentation. MICCAI (1) 2023: 35-45 - [c9]Beilei Cui, Minqing Zhang, Mengya Xu, An Wang, Wu Yuan, Hongliang Ren:
Rectifying Noisy Labels with Sequential Prior: Multi-scale Temporal Feature Affinity Learning for Robust Video Segmentation. MICCAI (9) 2023: 90-100 - [c8]An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren:
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 234-244 - [i14]An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren:
SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective. CoRR abs/2304.14674 (2023) - [i13]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:
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. CoRR abs/2305.07152 (2023) - [i12]An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren:
S2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation. CoRR abs/2306.00451 (2023) - [i11]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation. CoRR abs/2306.03511 (2023) - [i10]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis. CoRR abs/2306.16285 (2023) - [i9]Beilei Cui, Minqing Zhang, Mengya Xu, An Wang, Wu Yuan, Hongliang Ren:
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation. CoRR abs/2307.05898 (2023) - [i8]An Wang, Mobarakol Islam, Mengya Xu, Yang Zhang, Hongliang Ren:
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation. CoRR abs/2308.07156 (2023) - 2022
- [j4]Ling Li, Xiaojian Li, Shuai Ding, Zhao Fang, Mengya Xu, Hongliang Ren, Shanlin Yang:
SIRNet: Fine-Grained Surgical Interaction Recognition. IEEE Robotics Autom. Lett. 7(2): 4212-4219 (2022) - [j3]Winnie Pang, Mobarakol Islam, Sai Mitheran, Lalithkumar Seenivasan, Mengya Xu, Hongliang Ren:
Rethinking Feature Extraction: Gradient-Based Localized Feature Extraction for End-To-End Surgical Downstream Tasks. IEEE Robotics Autom. Lett. 7(4): 12623-12630 (2022) - [c7]Mengya Xu, Liang Zhao, Shoudong Huang, Qi Hao:
Active SLAM in 3D deformable environments. IROS 2022: 7952-7958 - [c6]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need. MICCAI (8) 2022: 355-364 - [c5]Mengya Xu, Mobarakol Islam, Hongliang Ren:
Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches. MICCAI (8) 2022: 376-386 - [d2]Shijian Su, Sishen Yuan, Mengya Xu, Huxin Gao, Hongliang Ren:
AMagPoseNet. IEEE DataPort, 2022
- [d1]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
OneToMany_ToolSynSeg. IEEE DataPort, 2022 - [i7]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR abs/2204.04746 (2022) - [i6]An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren:
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need. CoRR abs/2206.11804 (2022) - [i5]Mengya Xu, Mobarakol Islam, Hongliang Ren:
Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches. CoRR abs/2207.00113 (2022) - [i4]Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren:
Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding. CoRR abs/2211.15327 (2022) - [i3]Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren:
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. CoRR abs/2212.11511 (2022) - 2021
- [j2]Yao Tong, Zhenxiang Zhang, Gang Chen, Xin Li, Hang Yan, Mengya Xu, Beilei Lin:
Testing the Feasibility of a Multi-Model Fusion Method for Monitoring the Action of Rehabilitating Stroke Patients in Care Management. IEEE Access 9: 78174-78187 (2021) - [c4]Mengya Xu, Yang Song, Yongbo Chen, Shoudong Huang, Qi Hao:
Invariant EKF based 2D Active SLAM with Exploration Task. ICRA 2021: 5350-5356 - [c3]Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren:
Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery. ICRA 2021: 12350-12356 - [c2]Shoudong Huang, Yongbo Chen, Liang Zhao, Yanhao Zhang, Mengya Xu:
Some Research Questions for SLAM in Deformable Environments. IROS 2021: 7653-7660 - [c1]Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren:
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. MICCAI (4) 2021: 269-278 - [i2]Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren:
Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery. CoRR abs/2103.17120 (2021) - [i1]Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren:
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. CoRR abs/2107.11091 (2021) - 2020
- [j1]Mengya Xu, Seenivasan Lalithkumar, Leonard Leong Litt Yeo, Hongliang Ren:
Stent Deployment Detection Using Radio Frequency-Based Sensor and Convolutional Neural Networks. Adv. Intell. Syst. 2(10): 2000092 (2020)
Coauthor Index
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