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XL-VLA: Cross-Hand Latent Representation for Vision-Language-Action Models
Guangqi Jiang*, Yutong Liang*, Jianglong Ye, Jia-Yang Huang, Changwei Jing, Rocky Duan, Pieter Abbeel, Xiaolong Wang†, and Xueyan Zou†
Conference on Computer Vision and Pattern Recognition (CVPR), 2026
webpage |
arXiv |
code |
paper |
dataset |
twitter/x |
bibtex
@article{jiang2026cross,
title={Cross-Hand Latent Representation
for Vision-Language-Action Models},
author={Jiang, Guangqi and Liang, Yutong and
Ye, Jianglong and Huang, Jia-Yang and
Jing, Changwei and Duan, Rocky and
Abbeel, Pieter and Wang, Xiaolong and
Zou, Xueyan},
journal={arXiv preprint},
year={2026}
}
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From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands
Jianglong Ye*, Lai Wei*, Guangqi Jiang, Changwei Jing, Xueyan Zou, and Xiaolong Wang
arXiv preprint, 2025
webpage |
arXiv |
hardware |
video |
paper |
twitter/x |
bibtex
@article{ye2025powertoprecision,
title={From Power to Precision:
Learning Fine-grained Dexterity for
Multi-fingered Robotic Hands},
author={Ye, Jianglong and Wei, Lai and
Jiang, Guangqi and Jing, Changwei and
Zou, Xueyan and Wang, Xiaolong},
journal={arXiv preprint arXiv:2511.13710},
year={2025}
}
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GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation
Guangqi Jiang*, Haoran Chang*, Ri-Zhao Qiu, Yutong Liang, Mazeyu Ji, Jiyue Zhu, Zhao Dong, Xueyan Zou, and Xiaolong Wang
International Conference on Robotics and Automation (ICRA), 2026
webpage |
arXiv |
code |
paper |
assets |
twitter/x |
bibtex
@article{jiang2025gsworld,
title={GSWorld: Closed-Loop Photo-Realistic
Simulation Suite for Robotic Manipulation},
author={Jiang, Guangqi and Chang, Haoran and
Qiu, Ri-Zhao and Liang, Yutong and Ji,
Mazeyu and Zhu, Jiyue and Dong,
Zhao and Zou, Xueyan and Wang, Xiaolong},
journal={arXiv preprint arXiv:2510.20813},
year={2025}
}
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Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets
Guangqi Jiang*, Yifei Sun*, Tao Huang*, Huanyu Li, Yongyuan Liang, and Huazhe Xu
International Conference on Learning Representations (ICLR), 2025
webpage |
arXiv |
code |
paper |
dataset & models |
twitter/x |
bibtex
@article{jiang2024robots,
title={Robots Pre-Train Robots:
Manipulation-Centric Robotic Representation
from Large-Scale Robot Dataset},
author={Jiang, Guangqi and Sun, Yifei and
Huang, Tao and Li, Huanyu and
Liang, Yongyuan and Xu, Huazhe},
journal={arXiv preprint arXiv:2410.22325},
year={2024}
}
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Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
Yongyuan Liang, Tingqiang Xu, Kaizhe Hu, Guangqi Jiang, Furong Huang, and Huazhe Xu
Conference on Neural Information Processing Systems (NeurIPS), 2024
webpage |
arXiv |
code |
paper |
models & dataset |
twitter/x |
bibtex
@article{liang2024make,
title={Make-An-Agent: A Generalizable
Policy Network Generator
with Behavior-Prompted Diffusion},
author={Liang, Yongyuan and Xu, Tingqiang and
Hu, Kaizhe and Jiang, Guangqi and
Huang, Furong and Xu, Huazhe},
journal={arXiv preprint arXiv:2407.10973},
year={2024}
}
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RoboDuet: A Framework Affording Mobile-Manipulation and Cross-Embodiment
Guoping Pan*, Qingwei Ben*, Zhecheng Yuan,
Guangqi Jiang, Shoujie Li Yandong Ji, Jiangmiao Pang,
Houde Liu, and Huazhe Xu
IEEE Robotics and Automation Letters (RA-L), 2025
Intl. Conference on Intelligent Robots and Systems (IROS), 2025
webpage |
arXiv |
code |
paper |
bibtex
@article{pan2025roboduet,
title={RoboDuet: Learning a Cooperative Policy
for Whole-body Legged Loco-Manipulation},
author={Pan, Guoping and Ben, Qingwei and
Yuan, Zhecheng and Jiang, Guangqi and
Ji, Yandong and Li, Shoujie
and Pang, Jiangmiao and Liu, Houde
and Xu, Huazhe},
journal={IEEE Robotics and Automation Letters},
year={2025},
publisher={IEEE}
}
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Diffusion Reward: Learning Rewards via Conditional Video Diffusion
Tao Huang*, Guangqi Jiang*, Yanjie Ze, and Huazhe Xu
European Conference on Computer Vision (ECCV), 2024
webpage |
arXiv |
code |
paper |
bibtex
@article{Huang2023DiffusionReward,
title={Diffusion Reward:
Learning Rewards via
Conditional Video Diffusion},
author={Tao Huang and Guangqi Jiang
and Yanjie Ze and Huazhe Xu},
journal={arxiv},
year={2023},
}
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- RSS (2025).
- CoRL (2025).
- ICLR (2026).
Website template from here
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