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20222026
most citedSurgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

6 citations · 44 across the 67 of their papers we have counts for

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9 papers · 1 filter

cs.RO2026

How can reasoning capability empower the AI copilot robot in endoscopic surgery

Guankun Wang, Long Bai, Hongliang Ren

Reasoning capability has significantly advanced complex logical inference and robotic decision-making in general domains. However, its potential in the Artificial Intelligence (AI)…

cs.RO2026

TMR-VLA:Vision-Language-Action Model for Magnetic Motion Control of Tri-leg Silicone-based Soft Robot

Ruijie Tang, Chi Kit Ng, Kaixuan Wu +5

In-vivo environments, magnetically actuated soft robots offer advantages such as wireless operation and precise control, showing promising potential for painless detection and ther…

cs.RO2026

GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning

Rui Tang, Guankun Wang, Long Bai +6

Language-guided grasping has emerged as a promising paradigm for enabling robots to identify and manipulate target objects through natural language instructions, yet it remains hig…

cs.RO2025

CapsDT: Diffusion-Transformer for Capsule Robot Manipulation

Xiting He, Mingwu Su, Xinqi Jiang +3

Vision-Language-Action (VLA) models have emerged as a prominent research area, showcasing significant potential across a variety of applications. However, their performance in endo…

cs.RO2025★ 2 cited

EndoVLA: Dual-Phase Vision-Language-Action Model for Autonomous Tracking in Endoscopy

Chi Kit Ng, Long Bai, Guankun Wang +6

In endoscopic procedures, autonomous tracking of abnormal regions and following circumferential cutting markers can significantly reduce the cognitive burden on endoscopists. Howev…

cs.RO2024

ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-assisted Endoscopic Submucosal Dissection

Mengya Xu, Wenjin Mo, Guankun Wang +7

Robot-assisted Endoscopic Submucosal Dissection (ESD) improves the surgical procedure by providing a more comprehensive view through advanced robotic instruments and bimanual opera…

cs.RO2024

Web-based Augmented Reality with Auto-Scaling and Real-Time Head Tracking towards Markerless Neurointerventional Preoperative Planning and Training of Head-mounted Robotic Needle Insertion

Hon Lung Ho, Yupeng Wang, An Wang +2

Neurosurgery requires exceptional precision and comprehensive preoperative planning to ensure optimal patient outcomes. Despite technological advancements, there remains a need for…

cs.RO2024

Registering Neural 4D Gaussians for Endoscopic Surgery

Yiming Huang, Beilei Cui, Ikemura Kei +3

The recent advance in neural rendering has enabled the ability to reconstruct high-quality 4D scenes using neural networks. Although 4D neural reconstruction is popular, registrati…

cs.RO2023

Deep Reinforcement Learning-Based Control for Stomach Coverage Scanning of Wireless Capsule Endoscopy

Yameng Zhang, Long Bai, Li Liu +2

Due to its non-invasive and painless characteristics, wireless capsule endoscopy has become the new gold standard for assessing gastrointestinal disorders. Omissions, however, coul…