activity
20212026
most citedTransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation

27 citations · 80 across the 96 of their papers we have counts for

collaborators
Showing cs.ROShow all

11 papers · 1 filter

cs.RO2026

ϕ-RIE: From Photorealistic Reconstruction to Interactive Environments

Runyi Yang, Deheng Zhang, Xiaoye Wang +6

3D Gaussian Splatting (3DGS) can reconstruct a captured scene photorealistically, but the resulting representation does not by itself support physical interaction. Robot simulation…

cs.RO2026

FOCAL-VLA: Subtask-Guided Geometry Distillation and Implicit World Modeling for Vision-Language-Action Models

Zhiyuan Gao, Di Wen, Yanxiang Zhan +4

Vision-language-action (VLA) models built on pretrained vision-language models have demonstrated strong performance across diverse robotic manipulation tasks. However, VLA models t…

cs.RO2026

INSPECT: Learning Robot View Selection from Assistant Use

Di Wen, Kailun Yang, Wenhao Guo +7

Robots inspecting an assembly must determine which parts are present and whether they are correctly installed. During egocentric assembly assistance, head motion and workpiece hand…

cs.RO2026

CoRef-GS: Cooperative Referring Gaussian Splatting for Multi-Agent Scene Understanding

Zhikun Zhou, Kunyu Peng, Runyi Yang +7

Referring scene understanding for embodied robots requires grounding object- and relation-centric language queries from a designated viewpoint. While a local semantic Gaussian map…

cs.RO2026

RoboFind: Multi-Agent Personalized Object Search for People Who Are Blind or Have Low Vision

Ruiping Liu, Shaofang Quan, Qian Yin +10

Blind and low-vision users often need to locate a specific personal object rather than an arbitrary instance of the same category. The task calls for a robot that can move through…

cs.RO2026

GuideFetch: A Task Coordination Framework for Concurrent Navigation and Object Retrieval in Assistive Robot Dogs

Qian Yin, Ruiping Liu, Kunyu Peng +7

Consider one robot guide dog escorting a blind user to a seat while a second retrieves and delivers an object. We introduce \textsc{GuideFetch}, a framework for coordinating this c…

cs.RO2026

Hand-centric Human-to-Robot Trajectory Transfer from Video Demonstrations via Object Category-agnostic Temporal Localization

Yitian Shi, Di Wen, Zhengqi Han +6

Human videos provide a scalable source of demonstrations for robot imitation learning. However, converting them into executable and semantically aligned robot trajectories requires…

cs.RO2026

Not an Obstacle for Dog, but a Hazard for Human: A Co-Ego Navigation System for Guide Dog Robots

Ruiping Liu, Jingqi Zhang, Junwei Zheng +8

Guide dogs offer independence to Blind and Low-Vision (BLV) individuals, yet their limited availability leaves the vast majority of BLV users without access. Quadruped robotic guid…

cs.RO2025

VISO-Grasp: Vision-Language Informed Spatial Object-centric 6-DoF Active View Planning and Grasping in Clutter and Invisibility

Yitian Shi, Di Wen, Guanqi Chen +5

We propose VISO-Grasp, a novel vision-language-informed system designed to systematically address visibility constraints for grasping in severely occluded environments. By leveragi…

cs.RO2023★ 1 cited

Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents

Ke Cao, Ruiping Liu, Ze Wang +6

The mobile robot relies on SLAM (Simultaneous Localization and Mapping) to provide autonomous navigation and task execution in complex and unknown environments. However, it is hard…

cs.RO2023

MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments

Junwei Zheng, Jiaming Zhang, Kailun Yang +2

People with Visual Impairments (PVI) typically recognize objects through haptic perception. Knowing objects and materials before touching is desired by the target users but under-e…