2025
CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes
Z. Xue, M. Guo, H. Fan, S. Zhang, and Z. Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (
CVPR), 2025.
Paper
LaMOT: Language-Guided Multi-Object Tracking
Y. Li*, X. Liu*, L. Liu, H. Fan†, and L. Zhang†
IEEE International Conference on Robotics and Automation (
ICRA), 2025.
Paper Code-Data
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking
W. Li, X. Liu, H. Fan†, and L. Zhang†
IEEE International Conference on Robotics and Automation (
ICRA), 2025.
Paper Code
The Devil is in the Quality: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection
Z. Zhang, Z. Li, H. Wang, H. Yuan, K. Wang, and H. Fan
IEEE International Conference on Robotics and Automation (
ICRA), 2025.
Paper
Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
X. Gu, Y. Shen, C. Luo, T. Luo, Y. Huang, Y. Lin, H. Fan†, L. Zhang†
International Conference on Learning Representations (
ICLR), 2025.
Paper Code
AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes
Y. Li, Z. Xiao, L. Yang, D. Meng, X. Zhou, H. Fan, and L. Zhang
IEEE Transactions on Neural Networks and Learning Systems (
T-NNLS), 36(3): 5454-5468, 2025.
Paper Code
2024
DAAP: Privacy-Preserving Model Accuracy Estimation on Unlabeled Datasets Through Distribution-Aware Adversarial Perturbation
G. Cao, Z. Wang, Y. Feng, and X. Dong.
The 33rd USENIX Security Symposium (
USENIX Security), 2024.
Paper
VastTrack: Vast Category Visual Object Tracking
L. Peng*, J. Gao*, X. Liu*, W. Li*, S. Dong*, Z. Zhang, H. Fan†, and L. Zhang†
Advances in Neural Information Processing Systems (
NeurIPS), 2024.
Paper Poster Code-Data
Optical Flow as Spatial-Temporal Attention Learners
Y. Lu, C. Han, Q. Wang, H. Fan, Z. Kong, D. Liu, and Y. Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence (
PAMI), 46(12): 11491-11506, 2024.
Paper
Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-View 3D Detection and Tracking
M. Guo, Z. Zhang, L. Jing, Y. He, K. Wang, and H. Fan
International Journal of Computer Vision (
IJCV), 132: 6184–6206, 2024.
Paper
Beyond MOT: Semantic Multi-Object Tracking
Y. Li, Q. Li, H. Wang, X. Ma, J. Yao, S. Dong, H. Fan†, and L. Zhang†
European Conference on Computer Vision (
ECCV), 2024.
Paper Code-Data
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance
L. Lin, H. Fan, Z. Zhang, Y. Wang, Y. Xu, and H. Ling
European Conference on Computer Vision (
ECCV), 2024.
Paper Code
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
S. Dong, Y. Feng, Q. Yang, Y. Huang, D. Liu, and H. Fan
IEEE/RSJ International Conference on Intelligent Robots and Systems (
IROS), 2024.
Paper Code
SiCP: Simultaneous Individual and Cooperative Perception for 3D Object Detection in Connected and Automated Vehicles
D. Qu, Q. Chen, T. Bai, A. Qin, H. Lu, H. Fan, S. Fu, and Q. Yang
IEEE/RSJ International Conference on Intelligent Robots and Systems (
IROS), 2024.
Paper Code
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment
L. Zhang, W. Zhou, H. Fan‡, T. Luo, and H. Ling (‡
corresponding author)
IEEE Transactions on Pattern Analysis and Machine Intelligence (
PAMI), 46(12): 9161-9178, 2024.
Paper Code
Divert More Attention to Vision-Language Object Tracking
M. Guo, Z. Zhang, L. Jing, H. Ling, and H. Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence (
PAMI), 46(12): 8600-8618, 2024.
Paper Code
Context-Guided Spatio-Temporal Video Grounding
X. Gu*, H. Fan*, Y. Huang, T. Luo, and L. Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (
CVPR), 2024.
Paper Poster Code
ProMotion: Prototypes As Motion Learners
Y. Lu, D. Liu, Q. Wang, C. Han, Y. Cui, Z. Cao, X. Zhang, Y. Chen, and H. Fan
IEEE/CVF Conference on Computer Vision and Pattern Recognition (
CVPR), 2024.
Paper
Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction
J. Zheng, H. Fan, and L. Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (
CVPR), 2024.
Paper
CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2
S. Song, Y. Huang, P. Jiang, X. Yu, W. Zheng, S. Di, Q. Cao, Y. Feng, Z. Xie, and F. Cappello
ACM International Symposium on High-Performance Parallel and Distributed Computing (
HPDC), 2024.
Paper
MaGIC: Multi-modality Guided Image Completion
H. Wang*, Y. Yu*, T. Luo, H. Fan, and L. Zhang
International Conference on Learning Representations (
ICLR), 2024.
Paper Code
Local Compressed Video Stream Learning for Generic Event Boundary Detection
L. Zhang, X. Gu, C. Li, T. Luo, and H. Fan
International Journal of Computer Vision (
IJCV), 132: 1187-1204, 2024.
Paper Code
PreciseDebias: An Automatic Prompt Engineering Approach for Generative AI to Mitigate Image Demographic Biases
C. Clemmer, J. Ding, and Y. Feng.
IEEE/CVF Winter Conference on Applications of Computer Vision (
WACV), 2024.
Paper Code
SSPNet: Scale and Spatial Priors Guided Generalizable and Interpretable Pedestrian Attribute Recognition
J. Shen, T. Guo, X. Zuo, H. Fan, and W. Yang
Pattern Recognition (
PR), 148: 110194, 2024.
Paper
ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection
J. Shen, Y. Chen, Y. Liu, X. Zuo, H. Fan, and W. Yang
Pattern Recognition (
PR), 145: 109913, 2024.
Paper Code
Task-Free Fairness-Aware Bias Mitigation for Black-Box Deployed Models
G. Cao, Z. Wang, Y. Feng, X. Dong, Z. Zhang, Z. Qin, and K. Ren
IEEE Transactions on Dependable and Secure Computing (
TDSC), 21: 3390-3405, 2024.
Paper
2023
A Multi-granularity Decade-Long Geo-Tagged Twitter Dataset for Spatial Computing
Y. Feng, Z. Meng, C. Clemmer, H. Fan, and Y. Huang
ACM International Conference on Advances in Geographic Information Systems (
SIGSPATIAL), 2023.
Paper Data
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection
L. Zhang, L. Jiang, R. Ji, and H. Fan
International Journal of Computer Vision (
IJCV), 131: 3170-3192, 2023.
Paper Code-Data
Towards Transferable Targeted Adversarial Examples
Z. Wang, H. Yang, Y. Feng, P. Sun, H. Guo, Z. Zhang, and K. Ren
onference on Computer Vision and Pattern (
CVPR), 2023.
Paper
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models
P. Dammu, Y. Feng and C. Shah
International Joint Conference on Artificial Intelligence (
IJCAI), 2023.
Paper
Collaborative Three-Stream Transformers for Video Captioning
H. Wang, L. Zhang, H. Fan, and T. Luo
Computer Vision and Image Understanding (
CVIU), 235: 103799, 2023.
Paper Code
Unsupervised Domain Adaptive Detection with Network Stability Analysis
W. Zhou*, H. Fan*, T. Luo, and L. Zhang
IEEE/CVF International Conference on Computer Vision (
ICCV), 2023.
Paper Code
Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers
B. Gu, H. Fan, and L. Zhang
IEEE/CVF International Conference on Computer Vision (
ICCV), 2023.
Paper Code
Accurate and Fast Compressed Video Captioning
Y. Shen, X. Gu, K. Xu, H. Fan, L. Wen, and L. Zhang
IEEE/CVF International Conference on Computer Vision (
ICCV), 2023.
Paper Code
PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking
X. Liu*, X. Liu*, Z. Yi*, X. Zhou*, T. Le, L. Zhang, Y. Huang, Q. Yang, and H. Fan
IEEE/CVF International Conference on Computer Vision (
ICCV), 2023.
Paper Code
Towards Fairness-aware Adversarial Network Pruning
L. Zhang, Z. Wang, X. Dong, Y. Feng, X. Pang, Z. Zhang, and K. Ren
IEEE/CVF International Conference on Computer Vision (
ICCV), 2023.
Paper
AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild
L. Zhang*, J. Gao*, Z. Xiao, and H. Fan
International Journal of Computer Vision (
IJCV), 131: 496-513, 2023.
Paper Code
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs
B. Zhang, J. Tian, S. Di, X. Yu, Y. Feng, X. Liang, D. Tao, F. Cappello
ACM International Symposium on High-Performance Parallel and Distributed Computing (
HPDC), 2023.
Paper
Investigating Code Generation Performance of ChatGPT with Crowdsourcing Social Data
Y. Feng, S. Vanam, M. Cherukupally, W. Zheng, M. Qiu and H. Chen
47th IEEE Computer Software and Applications Conference (
COMPSAC), 2023.
Paper Data
2022
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
L. Lin*, H. Fan*, Z. Zhang, Y. Xu, and H. Ling
Advances in Neural Information Processing Systems (
NeurIPS), 2022.
Paper Code
Divert More Attention to Vision-Language Tracking
M. Guo*, Z. Zhang*, H. Fan, and L. Jing
Advances in Neural Information Processing Systems (
NeurIPS), 2022.
Paper Code
High-Fidelity Image Inpainting with GAN Inversion
Y. Yu, L. Zhang, H. Fan, and T. Luo
European Conference on Computer Vision (
ECCV), 2022.
Paper
Towards Bridging the Distribution Gap: Instance to Prototype Earth Mover’s Distance for Distribution Alignment
Q. Zhou, R. Wang, G. Zeng, H. Fan, and G. Zheng
Medical Image Analysis (
MedIA), 82: 102607, 2022.
Paper
Detection and Tracking Meet Drones Challenge
P. Zhu, L. Wen, D. Du, X. Bian, H. Fan, Q. Hu, and H. Ling
IEEE Transactions on Pattern Analysis and Machine Intelligence (
PAMI), 44(11): 7380-7399, 2022.
Paper Data
GL-GAN: Adaptive Global and Local Bilevel Optimization for Generative Adversarial Network
Y. Liu, H. Fan, X. Yuan, and J. Xiang
Pattern Recognition (
PR), 123: 108375, 2022.
Paper
Learning Target-aware Representation for Visual Tracking via Informative Interactions
M. Guo, Z. Zhang, H. Fan, L. Jing, Y. Lyu, B. Li, and W. Hu
International Joint Conference on Artificial Intelligence (
IJCAI), 2022.
Paper Code
2021
Transparent Object Tracking Benchmark
H. Fan, H. Miththanthaya, Harshit, S. Rajan, X. Liu, Z. Zou, Y. Lin, and H. Ling
IEEE International Conference on Computer Vision (
ICCV), 2021.
Paper Code-Data
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking
H. Fan and H. Ling
IEEE/RSJ International Conference on Intelligent Robots and Systems (
IROS), 2021.
Paper Project