Publications

Research in robust perception, human sensing, robot manipulation, and scalable learning.

32 results

2026

9 outputs
Under Review Scalable Robot Learning

Seeking Physics in Diffusion Noise

Chujun Tang, Lei Zhong, Fangqiang Ding

Under Review Reliable Mobile Autonomy

HyperDet: 3D Object Detection with Hyper 4D Radar Point Clouds

Yichun Xiao, Runwei Guan, Fangqiang Ding

Under Review Reliable Mobile Autonomy

Wavelet-based Multi-View Fusion of 4D Radar Tensor and Camera for Robust 3D Object Detection

Runwei Guan, Jianan Liu, Shaofeng Liang, Fangqiang Ding, Shanliang Yao, Xiaokai Bai, Daizong Liu, Tao Huang, Guoqiang Mao, Hui Xiong

ECCV 2026 Scalable Robot Learning

RadarGen: Automotive Radar Point Cloud Generation from Cameras

Tomer Borreda, Fangqiang Ding, Sanja Fidler, Shengyu Huang, Or Litany

2025

5 outputs
Computers and Electronics in Agriculture Reliable Mobile Autonomy

SCORE-DETR: An Efficient Transformer-based Network for Small and Occluded Citrus Detection

Boyuan Zhang, Fukai Zhang, Shan An, Fangqiang Ding, Yu Liang, Qiang Lyu

RSS Pioneers 2025 Reliable Mobile Autonomy

Robust Spatial Perception with 4D Radar for Mobile Autonomy

Fangqiang Ding

IEEE Transactions on Automation Science and Engineering Mobile Manipulation

Dexterous Manipulation through Imitation Learning: A Survey

Shan An, Ziyu Meng, Chao Tang, Yuning Zhou, Tengyu Liu, Fangqiang Ding, Shufang Zhang, Yao Mu, Ran Song, Wei Zhang, Zeng-Guang Hou, Hong Zhang

ASP-DAC 2025 Scalable Robot Learning

APTO: Accelerating Serialization-Based Point Cloud Transformers with Position-Aware Pruning

Qichu Sun, Rui Meng, Haishuang Fan, Fangqiang Ding, Linxi Lu, Jingya Wu, Xiaowei Li, Guihai Yan

ACM SenSys 2025 Human Motion & Interaction

ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal Images

Fangqiang Ding, Yunzhou Zhu, Xiangyu Wen, Gaowen Liu, Chris Xiaoxuan Lu

Thermal 3D hand pose · 28 subjects

2024

4 outputs
NeurIPS 2024 Reliable Mobile Autonomy

RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar

Fangqiang Ding, Xiangyu Wen, Yunzhou Zhu, Yiming Li, Chris Xiaoxuan Lu

All-weather 3D occupancy prediction
ECCV 2024 Human Motion & Interaction

milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

Fangqiang Ding, Zhen Luo, Peijun Zhao, Chris Xiaoxuan Lu

Privacy-friendly human motion sensing
Engineering Applications of Artificial Intelligence Reliable Mobile Autonomy

Forecasting Backdraft with Multimodal Method: Fusion of Fire Image and Sensor Data

Tianhang Zhang, Fangqiang Ding, Zilong Wang, Fu Xiao, Chris Xiaoxuan Lu, Xinyan Huang

ICRA 2024 Reliable Mobile Autonomy

RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Zhijun Pan, Fangqiang Ding, Hantao Zhong, Chris Xiaoxuan Lu

2023

2 outputs
CVPR 2023 Reliable Mobile Autonomy

Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision

Fangqiang Ding, Andras Palffy, Dariu M. Gavrila, Chris Xiaoxuan Lu

CVPR Highlight
IEEE Transactions on Mobile Computing Reliable Mobile Autonomy

All-Day Object Tracking for Unmanned Aerial Vehicle

Bowen Li, Changhong Fu, Fangqiang Ding, Junjie Ye, Fuling Lin

2022

4 outputs
IEEE Robotics and Automation Letters Reliable Mobile Autonomy

Self-Supervised Scene Flow Estimation with 4D Automotive Radar

Fangqiang Ding, Zhijun Pan, Yimin Deng, Jianning Deng, Chris Xiaoxuan Lu

IEEE Transactions on Industrial Electronics Reliable Mobile Autonomy

Multi-Regularized Correlation Filter for UAV Tracking and Self-Localization

Junjie Ye, Changhong Fu, Fuling Lin, Fangqiang Ding, Shan An, Geng Lu

ICRA 2022 Reliable Mobile Autonomy

Ad2Attack: Adaptive Adversarial Attack on Real-Time UAV Tracking

Changhong Fu, Sihang Li, Xinnan Yuan, Junjie Ye, Ziang Cao, Fangqiang Ding

IEEE Geoscience and Remote Sensing Magazine Reliable Mobile Autonomy

Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation

Changhong Fu, Bowen Li, Fangqiang Ding, Fuling Lin, Geng Lu

2021

4 outputs
Engineering Applications of Artificial Intelligence Reliable Mobile Autonomy

Learning Dynamic Regression with Automatic Distractor Repression for Real-Time UAV Tracking

Changhong Fu, Fangqiang Ding, Yiming Li, Jin Jin, Chen Feng

ICRA 2021 Reliable Mobile Autonomy

ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking

Bowen Li, Changhong Fu, Fangqiang Ding, Junjie Ye, Fuling Lin

IEEE Transactions on Multimedia Reliable Mobile Autonomy

Spatial Reliability Enhanced Correlation Filter: An Efficient Approach for Real-Time UAV Tracking

Changhong Fu, Jin Jin, Fangqiang Ding, Yiming Li, Geng Lu

ICRA 2021 Reliable Mobile Autonomy

Mutation Sensitive Correlation Filter for Real-Time UAV Tracking with Adaptive Hybrid Label

Guangze Zheng, Changhong Fu, Junjie Ye, Fuling Lin, Fangqiang Ding

2020

4 outputs
CVPR 2020 Reliable Mobile Autonomy

AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization

Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Geng Lu

IROS 2020 Reliable Mobile Autonomy

Automatic Failure Recovery and Re-Initialization for Online UAV Tracking with Joint Scale and Aspect Ratio Optimization

Fangqiang Ding, Changhong Fu, Yiming Li, Jin Jin, Chen Feng

IROS 2020 Reliable Mobile Autonomy

DR2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression

Changhong Fu, Fangqiang Ding, Yiming Li, Jin Jin, Chen Feng

IROS 2020 Reliable Mobile Autonomy

Augmented Memory for Correlation Filters in Real-Time UAV Tracking

Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Jia Pan