- All Publications of Jiayuan Fan

2025

Jingdong Zhang, Jiayuan Fan, Peng Ye, Bo Zhang, Hancheng Ye, Baopu Li, Yancheng Cai, Tao Chen, 
BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-Task Dense Predictions, 
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 47(5):3657-3672, 2025.

Jiamu Sheng, Jingyi Zhou, Jiong Wang, Peng Ye, Jiayuan Fan, 
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification, 
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 63:1-15, 2025.

Biao Jiang, Xin Chen, Chi Zhang, Fukun Yin, Zhuoyuan Li, Gang Yu, Jiayuan Fan, 
Motionchain: Conversational Motion Controllers via Multimodal Prompts, 
Proceedings of the 18th European Conference on Computer Vision (ECCV-24), pp.54-74, 2025.

2024

Linyi Zhou, Zhongxue Gan, Jiayuan Fan, 
Centercoop: Center-based Feature Aggregation for Communication-efficient Vehicle-infrastructure Cooperative 3D Object Detection, 
IEEE Robotics and Automation Letters (IEEE RAL), 9(4):3570-3577, 2024.

Zhen Mei, Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Wanli Ouyang, 
DeNKD: Decoupled Non-Target Knowledge Distillation for Complementing Transformer-Based Unsupervised Domain Adaptation, 
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 34(5):3220-3231, 2024.

Lin Zhan, Peng Ye, Jiayuan Fan, Tao Chen, 
U²ConvFormer: Marrying and Evolving Nested U-Net and Scale-Aware Transformer for Hyperspectral Image Classification, 
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 62:1-14, 2024.

Jingyi Zhou, Jiamu Sheng, Peng Ye, Jiayuan Fan, Tong He, Bin Wang, Tao Chen, 
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification, 
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 62:1-16, 2024.

Yiying Yang, Fukun Yin, Wen Liu, Jiayuan Fan, Xin Chen, Gang Yu, Tao Chen, 
PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation, 
Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24), 38(7):6594-6602, 2024. Oral

Lin Zhang, Bo Zhang, Botian Shi, Jiayuan Fan, Tao Chen, 
Few-Shot Cross-Domain Object Detection With Instance-Level Prototype-Based Meta-Learning, 
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 34(10):9078-9089, 2024.

Mingsheng Li, Lin Zhang, Mingzhen Zhu, Zilong Huang, Gang Yu, Jiayuan Fan, Tao Chen, 
Lightweight Model Pre-Training via Language Guided Knowledge Distillation, 
IEEE Transactions on Multimedia (IEEE TMM), 26:10720-10730, 2024.

Wanzhang Li, Fukun Yin, Wen Liu, Yiying Yang, Xin Chen, Biao Jiang, Gang Yu, Jiayuan Fan, 
Unbounded-GS: Extending 3D Gaussian Splatting With Hybrid Representation for Unbounded Large-Scale Scene Reconstruction, 
IEEE Robotics and Automation Letters (IEEE RAL), 9(12):11529-11536, 2024.

Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen, 
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning, 
Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-24), pp.26428-26438, 2024.

Zehan Huang, Fukun Yin, Jiayuan Fan, Xin Chen, Hongyuan Zhu, Bin Wang, Tao Chen, 
G-Former: A Grouping Transformer for Weakly Supervised Point Cloud Segmentation, 
Proceedings of 2024 International Joint Conference on Neural Networks (IJCNN-24), pp.1-8, 2024.

Chong Yu, Tao Chen, Zhongxue Gan, Jiayuan Fan, 
Spear: Evaluate the Adversarial Robustness of Compressed Neural Models, 
Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), pp.1598-1606, 2024.

Shijie Chen, Mohammad Mahdizadeh, Chong Yu, Jiayuan Fan, Tao Chen, 
Through the Real World Haze Scenes: Navigating the Synthetic-to-Real Gap in Challenging Image Dehazing, 
Proceedings of 2024 International Conference on Robotics and Automation (ICRA-24), pp.7265-7272, 2024.

2023

Jiaxiang Chen, Jiayuan Fan, Hancheng Ye, Jie Li, Yongbing Liao, Tao Chen, 
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation, 
IEEE Transactions on Multimedia (IEEE TMM), 25:7337-7349, 2023.

Chongshan Lu, Fukun Yin, Xin Chen, Wen Liu, Tao Chen, Gang Yu, Jiayuan Fan, 
A Large-Scale Outdoor Multi-Modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction, 
Proceedings of 2023 IEEE/CVF International Conference on Computer Vision (ICCV-23), pp.7557-7567, 2023.

Chong Yu, Tao Chen, Zhongxue Gan, Jiayuan Fan, 
Boost Vision Transformer With GPU-Friendly Sparsity and Quantization, 
Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-23), pp.22658-22668, 2023.

Ke Wu, Jiayuan Fan, Peng Ye, Mingzhen Zhu, 
Hyperspectral Image Classification Using Spectral–Spatial Token Enhanced Transformer With Hash-Based Positional Embedding, 
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 61:1-16, 2023.

Ben Sha, Baopu Li, Tao Chen, Jiayuan Fan, Tao Sheng, 
Rethinking Pseudo-Label-Based Unsupervised Person Re-ID with Hierarchical Prototype-based Graph, 
Proceedings of the 31st ACM International Conference on Multimedia (MM-23), pp.2090-2100, 2023.

Yuhan Ding, Fukun Yin, Jiayuan Fan, Hui Li, Xin Chen, Wen Liu, Chongshan Lu, Gang Yu, Tao Chen, 
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation, 
Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS-23), pp.84-96, 2023.

2022

Chuangguan Ye, Hongyuan Zhu, Yongbin Liao, Yanggang Zhang, Tao Chen, Jiayuan Fan, 
What Makes for Effective Few-Shot Point Cloud Classification?, 
Proceedings of 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV-22), pp.1829-1838, 2022.

Mingzhen Zhu, Jiayuan Fan, Qihang Yang, Tao Chen, 
SC-EADNet: A Self-Supervised Contrastive Efficient Asymmetric Dilated Network for Hyperspectral Image Classification, 
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 60:1-17, 2022.

Bo Zhang, Hancheng Ye, Gang Yu, Bin Wang, Yike Wu, Jiayuan Fan, Tao Chen, 
Sample-Centric Feature Generation for Semi-Supervised Few-Shot Learning, 
IEEE Transactions on Image Processing (IEEE TIP), 31:2309-2320, 2022.

Yongbin Liao, Hongyuan Zhu, Yanggang Zhang, Chuangguan Ye, Tao Chen, Jiayuan Fan, 
Point Cloud Instance Segmentation With Semi-Supervised Bounding-Box Mining, 
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 44(12):10159-10170, 2022.

Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang, 
b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search, 
Proceedings of 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-22), pp.10874-10883, 2022.

Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyang, 
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation, 
International Journal of Computer Vision (IJCV), 130(11):2674-2694, 2022.

Bo Zhang, Jiakang Yuan, Baopu Li, Tao Chen, Jiayuan Fan, Botian Shi, 
Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification, 
Proceedings of the 30st ACM International Conference on Multimedia (MM-22), pp.2135-2144, 2022.

Bo Zhang, Tao Chen, Bin Wang, Xiaofeng Wu, Liming Zhang, Jiayuan Fan, 
Densely Semantic Enhancement for Domain Adaptive Region-Free Detectors, 
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 32(3):1339-1352, 2022.

2021

Yongbin Liao, Hongyuan Zhu, Tao Chen, Jiayuan Fan, 
Spcr: Semi-supervised Point Cloud Instance Segmentation With Perturbation Consistency Regularization, 
Proceedings of 2021 IEEE International Conference on Image Processing (ICIP-21), pp.3113-3117, 2021.

Wanling Fan, Jiayuan Fan, Gang Yu, Bin Fu, Tao Chen, 
HSEGAN: Hair Synthesis and Editing Using Structure-Adaptive Normalization on Generative Adversarial Network, 
Proceedings of 2021 IEEE International Conference on Image Processing (ICIP-21), pp.1324-1328, 2021.

Wei Li, Jiayuan Fan, Yanwei Fu, 
Global-to-Local Dynamic Feature Aggregation for Unsupervised Person Re-Identification, 
Proceedings of 2021 IEEE International Conference on Multimedia and Expo (ICME-21), pp.1-6, 2021.

Yike Wu, Bo Zhang, Gang Yu, Weixi Zhang, Bin Wang, Tao Chen, Jiayuan Fan, 
Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification, 
Proceedings of the 29st ACM International Conference on Multimedia (MM-21), pp.107-115, 2021.

Qihang Yang, Tao Chen, Jiayuan Fan, Ye Lu, Chongyan Zuo, Qinghua Chi, 
EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation, 
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-21), pp.2315-2319, 2021.

Jingjing Chen, Jichao Zhang, Enver Sangineto, Tao Chen, Jiayuan Fan, Nicu Sebe, 
Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance, 
Proceedings of 2021 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV-21), pp.3665-3674, 2021.