Xingyu Chen

Complete publication record

Publications

A complete list of first- or corresponding-author papers, co-author papers, technical reports, and book.

17First- or corresponding-author publications
22Co-author publications
2Technical reports

Notes: * indicates equal contribution. ✉ indicates corresponding author.

First- or Corresponding-Author Publications

Selected leadership and corresponding-author work.

17
ICLR 2026

Rex-Thinker: Grounded object referring via chain-of-thought reasoning

Qing Jiang*, Xingyu Chen*, Zhaoyang Zeng, Junzhi Yu, and Lei Zhang

In Proceedings of the International Conference on Learning Representations (ICLR), 2026.

16
Tsinghua Science and Technology 2026

O2Exp: Online object exploration in underwater environment

Xingyu Chen*, Yue Lu*, Shaoan Wang, Zhengxing Wu, and Junzhi Yu

Tsinghua Science and Technology, 2026.

15
Ocean Engineering 2026

Taming Neural Radiance Fields for Underwater Object Detection in Sonar Images

Xinheng Zhang*, Xingyu Chen ✉*, and Junzhi Yu

Ocean Engineering, 2026.

14
CVPR 2025

HandOS: 3D hand reconstruction in one stage

Xingyu Chen*, Zhuheng Song*, Xiaoke Jiang, Yaoqing Hu, Junzhi Yu, and Lei Zhang

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

13
CVPR 2024

HAVE-FUN: Human avatar reconstruction from few-shot unconstrained images

Xihe Yang*, Xingyu Chen ✉*, Daiheng Gao, Shaohui Wang, Xiaoguang Han, and Baoyuan Wang ✉

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

12
ICCV 2023

Mimic3D: Thriving 3D-aware GANs via 3D-to-2D imitation

Xingyu Chen*, Yu Deng*, and Baoyuan Wang

In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 2338-2348.

11
CVPR 2023

Hand avatar: free-pose hand animation and rendering from monocular video

Xingyu Chen, Baoyuan Wang, and Heung-Yeung Shum

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 8683-8693.

10
CVPR 2022

MobRecon: Mobile-friendly hand mesh reconstruction from monocular image

Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, and Xiaoyan Guo

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 20544-20554.

9
CVPR 2021

Camera-space hand mesh recovery via semantic aggregation and adaptive 2D-1D registration

Xingyu Chen, Yufeng Liu, Chongyang Ma, Jianlong Chang, Huayan Wang, Tian Chen, Xiaoyan Guo, Pengfei Wan, and Wen Zheng

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 13274-13283.

8
TCSVT 2021

Joint anchor-feature refinement for real-time accurate object detection in images and videos

Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, and Li Wen

IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(2):594-607.

7
TCYB 2020

Temporally identity-aware SSD with attentional LSTM

Xingyu Chen, Junzhi Yu, and Zhengxing Wu

IEEE Transactions on Cybernetics, 2020, 50(6):2674-2686.

6
TSMC 2020

Toward a maneuverable miniature robotic fish equipped with a novel magnetic actuator system

Xingyu Chen, Junzhi Yu, Zhengxing Wu, Yan Meng, and Shihan Kong

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(7):2327-2337.

5
TIE 2019

Towards real-time advancement of underwater visual quality with GAN

Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, Xi Fang, and Li Wen

IEEE Transactions on Industrial Electronics, 2019, 66(12):9350-9359.

4
ICRA 2019

Dual refinement network for single-shot object detection

Xingyu Chen, Xiyuan Yang, Shihan Kong, Zhengxing Wu, and Junzhi Yu

In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2019, pp. 8305-8310.

3
IROS 2018

TSSD: Temporal single-shot detector based on attention and LSTM

Xingyu Chen, Zhengxing Wu, and Junzhi Yu

In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, pp. 5758-5763.

2
CYBER 2017

A real-time and unsupervised advancement scheme for underwater machine vision

Xingyu Chen, Zhengxing Wu, Junzhi Yu, and Li Wen

In Proceedings of the IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, 2017, pp. 271-276. Best Conference Paper Award.

1
IFAC 2017

Design and implementation of a magnetically actuated miniature robotic fish

Xingyu Chen, Zhengxing Wu, Chao Zhou, and Junzhi Yu

In Proceedings of the World Congress of International Federation of Automatic Control (IFAC), 2017, pp. 7045-7050.

Co-Author Publications

Collaborative work across vision, robotics, graphics, and embodied intelligence.

22
CVPR 2026

SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion and Pose Estimation Model

Yukai Shi, Weiyu Li, Zihao Wang, Hongyang Li, Xingyu Chen, Ping Tan, and Lei Zhang

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

21
CVPR 2026

Detect anything via next point prediction

Qing Jiang, Junan Huo, Xingyu Chen, Yuda Xiong, Zhaoyang Zeng, Yihao Chen, Tianhe Ren, Junzhi Yu, and Lei Zhang

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

20
AAAI 2026

SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features

Jinyuan Qu, Hongyang Li, Xingyu Chen, Shilong Liu, Yukai Shi, Tianhe Ren, Ruitao Jing, and Lei Zhang

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026.

19
T-ASE 2025

Adjusting distributed cameras for robust moving object pose estimation

Yaoqing Hu, Shaoan Wang, Dongyue Li, Xingyu Chen, Mingzhu Zhu, Zhanhua Xin, and Junzhi Yu

IEEE Transactions on Automation Science and Engineering, 2025.

18
TIM 2024

Self-supervised underwater image generation for underwater domain pre-training

Zhiheng Wu, Zhengxing Wu, Xingyu Chen, Yue Lu, and Junzhi Yu

IEEE Transactions on Instrumentation and Measurement, 2024.

17
CVPR 2024

Learning one-shot 4D head avatar synthesis using synthetic data

Yu Deng, Duoming Wang, Xiaohang Ren, Xingyu Chen, and Baoyuan Wang

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

16
TMM 2023

Binary similarity few-shot object detection with modeling of hard negative samples

Yue Lu, Xingyu Chen, Zhengxing Wu, Min Tan, and Junzhi Yu

IEEE Transactions on Multimedia, 2023.

15
TMech 2023

An underwater robotic system with a soft continuum manipulator for autonomous aquatic grasping

Jiaqi Liu, Zhuheng Song, Yue Lu, Hui Yang, Xingyu Chen, Youning Duo, Bohan Chen, Shihan Kong, Zhuyin Shao, Zheyuan Gong, Shiqiang Wang, Xilun Ding, Junzhi Yu, and Li Wen

IEEE/ASME Transactions on Mechatronics, 2023.

14
TIP 2023

HybrUR: A hybrid physical-neural solution for unsupervised underwater image restoration

Shuaizheng Yan, Xingyu Chen, Zhengxing Wu, Min Tan, and Junzhi Yu

IEEE Transactions on Image Processing, 2023, 32:5004-5016.

13
ICCV 2023

Reinforced disentanglement for face swapping without skip connection

Xiaohang Ren, Xingyu Chen, Pengfei Yao, Heung-Yeung Shum, and Baoyuan Wang

In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 20665-20675.

12
TCYB 2023

Decoupled metric network for single-stage few-shot object detection

Yue Lu, Xingyu Chen, Zhengxing Wu, and Junzhi Yu

IEEE Transactions on Cybernetics, 2023, 53(1):514-525.

11
ECCV 2022

UC-OWOD: Unknown-Classified Open World Object Detection

Zhiheng Wu, Yue Lu, Xingyu Chen, Zhengxing Wu, Liwen Kang, and Junzhi Yu

In Proceedings of the European Conference on Computer Vision (ECCV), 2022, pp. 193-210.

10
ACM MM 2022

CycleHand: Increasing 3D pose estimation ability on in-the-wild monocular image through cyclic flow

Daiheng Gao, Xindi Zhang, Xingyu Chen, Andong Tan, Bang Zhang, Pan Pan, and Ping Tan

In Proceedings of the ACM Multimedia Conference (ACM MM), 2022, pp. 2452-2463.

9
FITEE 2022

A novel robotic visual perception framework for underwater operation

Yue Lu, Xingyu Chen, Zhengxing Wu, Junzhi Yu, and Li Wen

Frontiers of Information Technology & Electronic Engineering, 2022, 23(11):1602-1619.

8
IJIRA 2021

Prediction model-based learning adaptive control for underwater grasping of a soft manipulator

Hui Yang, Jiaqi Liu, Xi Fang, Xingyu Chen, Zheyuan Gong, Shiqiang Wang, Shihan Kong, Junzhi Yu, and Li Wen

International Journal of Intelligent Robotics and Applications, 2021, 5:337-353.

7
IJRR 2021

A soft manipulator for efficient delicate grasping in shallow water: Modelling, control, and real-world experiments

Zheyuan Gong, Xi Fang, Xingyu Chen, Jiahui Cheng, Zhexin Xie, Jiaqi Liu, Bohan Chen, Hui Yang, Shihan Kong, Yufei Hao, Tianmiao Wang, Junzhi Yu, and Li Wen

International Journal of Robotics Research, 2021, 40(1):449-469.

6
TIM 2019

A NSGA-II-based calibration algorithm for underwater binocular vision measurement system

Shihan Kong, Xi Fang, Xingyu Chen, Zhengxing Wu, and Junzhi Yu

IEEE Transactions on Instrumentation and Measurement, 2019, 69(3):794-803.

5
RCAR 2019

A vision-based path planning and following system for a miniature robotic fish

Yue Lu, Xingyu Chen, Zhengxing Wu, Yan Yan, and Junzhi Yu

In Proceedings of the IEEE International Conference on Real-Time Computing and Robotics, 2019, pp. 408-413.

4
CCC 2019

An unsupervised grasp detection for water-surface object collection

Shihan Kong, Xingyu Chen, Zhengxing Wu, and Junzhi Yu

In Proceedings of the Chinese Control Conference, 2019, pp. 4421-4426.

3
JBE 2018

A bio-inspired soft robotic arm: Kinematic modeling and hydrodynamic experiments

Zheyuan Gong, Jiahui Cheng, Xingyu Chen, Wenguang Sun, Xi Fang, Kainan Hu, Zhexin Xie, Tianmiao Wang, and Li Wen

Journal of Bionic Engineering, 2018, 15(2):204-219. Highly Cited Research Paper.

2
JBE 2018

Energy analysis of a CPG-controlled miniature robotic fish

Junzhi Yu, Shifeng Chen, Zhengxing Wu, Xingyu Chen, and Min Wang

Journal of Bionic Engineering, 2018, 15(2):260-269.

1
CCDC 2018

A real-time underwater robotic visual tracking strategy based on image restoration and kernelized correlation filters

Shihan Kong, Xi Fang, Xingyu Chen, Zhengxing Wu, and Junzhi Yu

In Proceedings of the Chinese Control and Decision Conference, 2018, pp. 6436-6441.

Technical Reports

Preprints and research reports.

2
arXiv 2020

Reveal of domain effect: How visual restoration contributes to object detection in aquatic scenes

Xingyu Chen, Yue Lu, Zhengxing Wu, Junzhi Yu, and Li Wen

arXiv, 2020.

1
arXiv 2019

Rethinking temporal object detection from robotic perspectives

Xingyu Chen, Junzhi Yu, and Zhengxing Wu

arXiv, 2019.

Book

Long-form publication.

1
Book 2021

Visual Perception and Control of Underwater Robots

Junzhi Yu, Xingyu Chen, and Shihan Kong

ISBN: 9781000346596, Mar. 2021.