activity
20222026
most citedDaXBench: Benchmarking Deformable Object Manipulation with Differentiable Physics

1 citations · 1 across the 8 of their papers we have counts for

collaborators

10 papers

cs.RO2026

CANINE: Coaching Visually Impaired Users for Interactive Navigation with a Robot Guide Dog

Cunjun Yu, Zishuo Wang, Anxing Xiao +2

Robot guide dogs offer navigation assistance that greatly expands the independent mobility of the visually impaired, but their effective use requires subtle human-robot coordinatio…

cs.RO2026

Active Contact Sensing for Robust Robot-to-Human Object Handover

Linfeng Li, Lin Shao, David Hsu

Robot-to-human object handover is an essential skill for robot assistants, from serving drinks at home to passing surgical tools in the operating room. We expect robots to perform…

cs.AI2026

AI for Auto-Research: Roadmap & User Guide

Lingdong Kong, Xian Sun, Wei Chow +17

AI-assisted research is crossing a threshold: fully automated systems can now generate research papers for as little as $15, while long-horizon agents can execute experiments, draf…

cs.AI2025

"Stack It Up!": 3D Stable Structure Generation from 2D Hand-drawn Sketch

Yiqing Xu, Linfeng Li, Cunjun Yu +1

Imagine a child sketching the Eiffel Tower and asking a robot to bring it to life. Today's robot manipulation systems can't act on such sketches directly-they require precise 3D bl…

cs.RO2025

CLASP: General-Purpose Clothes Manipulation with Semantic Keypoints

Yuhong Deng, Chao Tang, Cunjun Yu +2

Clothes manipulation, such as folding or hanging, is a critical capability for home service robots. Despite recent advances, most existing methods remain limited to specific clothe…

cs.RO2024

Differentiable Contact Dynamics for Stable Object Placement Under Geometric Uncertainties

Linfeng Li, Gang Yang, Lin Shao +1

From serving a cup of coffee to positioning mechanical parts during assembly, stable object placement is a crucial skill for future robots. It becomes particularly challenging unde…

cs.RO2024

Differentiable Particles for General-Purpose Deformable Object Manipulation

Siwei Chen, Yiqing Xu, Cunjun Yu +2

Deformable object manipulation is a long-standing challenge in robotics. While existing approaches often focus narrowly on a specific type of object, we seek a general-purpose algo…

cs.RO2024

"Set It Up!": Functional Object Arrangement with Compositional Generative Models

Yiqing Xu, Jiayuan Mao, Yilun Du +3

This paper studies the challenge of developing robots capable of understanding under-specified instructions for creating functional object arrangements, such as "set up a dining ta…

cs.RO2023

COACH: Cooperative Robot Teaching

Cunjun Yu, Yiqing Xu, Linfeng Li +1

Knowledge and skills can transfer from human teachers to human students. However, such direct transfer is often not scalable for physical tasks, as they require one-to-one interact…

cs.RO2022★ 1 cited

DaXBench: Benchmarking Deformable Object Manipulation with Differentiable Physics

Siwei Chen, Yiqing Xu, Cunjun Yu +4

Deformable Object Manipulation (DOM) is of significant importance to both daily and industrial applications. Recent successes in differentiable physics simulators allow learning al…