- All Publications of Jiayuan Fan

2025

Zhende Song, Chenchen Wang, Jiamu Sheng, Chi Zhang, Shengji Tang, Jiayuan Fan, Tao Chen, 
DreamFrame: Enhancing Video Understanding via Automatically Generated QA and Style-Consistent Keyframes, 
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025.

Yiying Yang, Fukun Yin, Jiayuan Fan, Xin Chen, Wanzhang Li, Gang Yu, 
Scene123: One Prompt to 3D Scene Generation via Video-Assisted and Consistency-Enhanced MAE, 
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 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), 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), 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), 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), 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), 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), 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), 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), 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 (ACM MM), 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), 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), 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), 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 (ACM MM), 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), 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), 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), 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 (ACM MM), 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), 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), pp.3665-3674, 2021.