近期部分论文列表：
Journal:
54] Ziming Cheng, Jianqin Zhao, Jingjing Deng, Haofeng Zhang*. Few-shot Medical Image Segmentation with High-confidence Prior Mask. IEEE Journal of Biomedical and Health Informatics, 2025
53] Ziming Cheng, Shidong Wang, Yang Long, Tao Zhou, Haofeng Zhang*, Ling Shao. Dual Interspersion and Flexible Deployment for Few-shot Medical Image Segmentation. IEEE Transactions on Medical Imaging, 2025.
52] Chenyi Jiang, Jianqin Zhao, Jingjing Deng, Zechao Li, Haofeng Zhang*. Imbuing, Enrichment and Calibration: Leveraging Language for Unseen Domain Expansion. International Journal of Computer Vision, 2025.
51] Jingren Liu, Ke Sun, Zheng Zhang, Yang Long, Wankou Yang, Yunyang Yan, Haofeng Zhang*. Synthesizing Spreading-out Features for Generative Zero-shot Image Classification. Engineering Applications of Artificial Intelligence, 2025.
50] Chenchen Liang, Chenyi Jiang, Shidong Wang, Haofeng Zhang*. Learning to Calibrate Prototypes for Few-shot Image Classification. Cognitive Computation, 2025.
49] Suyi Li, Chenyi Jiang, Shidong Wang, Yang Long, Zheng Zhang, Haofeng Zhang*. Contextual Interaction via Primitive-based Adersarial Training for Compositional Zero-shot Learning. ACM Transactions on Multimedia Computing, Communications and Applications, 2025.
48] Yuyan Shi, Chenyi Jiang, Feifan Song, Qiaolin Ye, Yang Long, Haofeng Zhang*. Multi-domain Feature-enhanced Attribute Updater for Generalized Zero-shot Learning. Neural Computing and Applications, 2025.
47] Ziming Cheng, Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang*. Cascaded Alternating Refinement Transformer for Few-shot Medical Image Segmentation. ACM Transactions on Intelligent Systems and Technology, 2024.
46] Dexin Ren, Minxian Li, Shidong Wang, Mingwu Ren, Haofeng Zhang*. SAFENet: Semantic-Aware Feature Enhencement Network for Unsupervised Cross-domain Road Scene Segmentation. Image and Vision Computing, 2024.
45] Chenyi Jiang, Shidong Wang, Yang Long, Zechao Li, Haofeng Zhang*, Ling Shao. Imaginary-Connected Embedding in Complex Space for Unseen Attribute-Object Discrimination. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.
44] Suyi Li, Chenyi Jiang, Qiaolin Ye, Shidong Wang, Wankou Yang, Haofeng Zhang*. Fusing Spatial and Frequency Features for Compositional Zero-shot Image Classification. Expert Systems with Applications, 2024.
43] Yazhou Zhu, Ziming Cheng, Shidong Wang, Haofeng Zhang*. Learning De-biased Prototypes for Few-shot Medical Image Segmentation. Pattern Recognition Letters, 2024.
42] Dexin Ren, Shidong Wang, Zheng Zhang, Wankou Yang, Mingwu Ren, Haofeng Zhang*. Unsupervised Cross Domain Semantic Segmentation with Mutual Refinement and Information Distillation. Neurocomputing, 2024.
41] Chenyi Jiang, Qiaolin Ye, Shidong Wang, Yuming Shen, Zheng Zhang, Haofeng Zhang*. Mutual Balancing in State-Object Components for Compositional Zero-shot Learning. Pattern Recognition, 2024.
40] Yazhou Zhu, Shidong Wang, Tong Xin, Zheng Zhang, Haofeng Zhang*. Patition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation. IEEE Transactions on Instrumentation and Measurement, 2024.
39] Chenyi Jiang, Yuming Shen, Dubing Chen, Haofeng Zhang*, Ling Shao, Philip Torr. Estimation of Near-Instance-Level Attribute Bottleneck for Zero-shot Learning. International Journal of Computer Vision, 2024.
38] Ziming Cheng, Shidong Wang, Tong Xin, Tao Zhou, Haofeng Zhang*, Ling Shao. Few-shot Medical Image Segmentation via Generating Multiple Representative Descriptors. IEEE Transactions on Medical Imaging, 2024.
37] Xiwen Bi, Dubing Chen, He Huang, Shidong Wang, Haofeng Zhang*. Combining Pixel-Level and Structure-Level Adaptation for Semantic Segmentation. Neural Processing Letters, 2023
36] Xiaojie Zhao, Yuming Shen, Shidong Wang, Haofeng Zhang*. Generating Diverse Augmented Attributes for Generalized Zero Shot Learning. Pattern Recognition Letters, 2023
35] Jie Zhang, Shengbin Liao, Haofeng Zhang*, Yang Long, Zheng Zhang, Li Liu. Data Driven Recurrent Adversarial Network for Generalized Zero Shot Image Classification. Information Sciences, 2023
34] Xiwen Bi, Xiaohong Zhang, Shidong Wang, Haofeng Zhang*. Entropy-weighted Reconstrution Adversary and Curriculum Pseudo Labeling for Domain Adaptation in Semantic Segmentation. Neurocomputing, 2022
33] Jie Zhang, Shengbin Liao, Haofeng Zhang*, Debao Chen. Category Expansion Based Generalized Zero-Shot Image Classification. ACTA ELECTRONICA SINICA (电子学报), 2022 (in Chinese)
32] Xiao Shen, Haofeng Zhang*, Lunbo Li, Wankou Yang, Li Liu. Semi-Supervised Cross-Modal Hashing with Multi-view Graph Representation. Information Sciences. 2022
31] Jingren Liu, Haoyue Bai, Haofeng Zhang*, Li Liu. Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning. IEEE Multimedia. 2022
30] Jingren Liu, Yi Chen, Huajun Liu, Haofeng Zhang*, Yudong Zhang. From Less to More: Progressive Generalized Zero-Shot Detection with Curriculumn Learning. IEEE Transactions on Intelligent Transportation Systems. 2022
29] Xiaohong Zhang, Yi Chen, Ziyi Shen, Yuming Shen, Haofeng Zhang*, Yudong Zhang. Confidence-and-Refinement Adaptation Model for Cross-Domain Semantic Segmentation. IEEE Transactions on Intelligent Transportation Systems. 2022
28] Jingren Liu, Liyong Fu, Haofeng Zhang*, Qiaolin Ye, Wankou Yang, Li Liu. Learning Discriminative and Representative Feature with Cascade GAN for Generalized Zero Shot Learning. Knowledge Based Systems. 2021
27] Zhifan Wang, Tong Xin, Shidong Wang, Haofeng Zhang*. Depth-embedded Instance Segmentation Network for Urban Scene Parsing. Journal of Intelligent and Fuzzy Systems. 2021
26] Qipeng Chen, Haofeng Zhang*, Qiaolin Ye, Zheng Zhang, Wankou Yang. Learning Discriminative Feature via a Generic Auxiliary Distribution for Unsupervised Domain Adaptation. International Journal of Machine Learning and Cybernetics. 2021
25] Xiao Shen, Haofeng Zhang*, Lunbo Li, Zheng Zhang, Debao Chen, Li Liu. Clustering-driven Deep Adversarial Hashing for Scalable Unsupervised Cross-modal Retrieval. Neurocomputing. 2021
24] Haoyue Bai, Haofeng Zhang*, Qiong Wang. Dual Discriminative Auto-Encoder Network for Zero Shot Image Recognition. Journal of Intelligent and Fuzzy Systems. 2021
23] Haofeng Zhang, Haoyue Bai, Yang Long, Li Liu, Ling Shao. A Plug-in Attribute Correction Module for Generalized Zero-shot Learning. Pattern Recognition. 2020.
22] Haofeng Zhang, Yinduo Wang, Yang Long, Longzhi Yang, Ling Shao. Modality Independent Adversarial Network for Generalized Zero Shot Image Classification. Neural Networks. 2020.
21] Xiaohong Zhang, Yi Chen, Haofeng Zhang*, Shuihua Wang*, Jianfeng Lu, Jingyu Yang. When Visual Disparity Generation meets Semantic Segmentation: A Mutual Encouragement Approach. IEEE Transactions on Intelligent Transportation Systems. 2020.
20] Haofeng Zhang, Yifan Gu, Yazhou Yao, Zheng Zhang, Li Liu, Jian Zhang, Ling Shao. Deep Unsupervised Self-evolutionary Hashing for Image Retrieval. IEEE Transactions on Multimedia. 2020
19] Weiwei Wang, Haofeng Zhang*, Zheng Zhang, Li Liu, Ling Shao. Sparse Graph based Self-supervised Hashing for Scalable Image Retrieval. Information Sciences. 2020.
18] Weiwei Wang, Yuming Shen, Haofeng Zhang*, Li Liu. Semantic-Rebased Cross-Modal Hashing for Scalable Text-visual Retrieval. Information Processing and Management. 2020.
17] Haofeng Zhang, Jingren Liu, Yazhou Yao, Yang Long. Pseudo Distribution on Unseen Classes for Generalized Zero Shot Learning. Pattern Recognition Letters. 2020.
16] Haofeng Zhang, Li Liu, Yang Long, Zheng Zhang, Ling Shao. Deep Transductive Network for Generalized Zero Shot Learning. Pattern Recognition. 2020.
15] Shiyu Liu, Haofeng Zhang*, Ling Shao, Jingyu Yang. Built-in Depth-Semantic Coupled Encoding for Scene Parsing, Vehicle Detection and Road Segmentation. IEEE Transactions on Intelligent Transportation Systems. 2020.
14] Yinduo Wang, Haofeng Zhang*, Zheng Zhang, Yang Long, Ling Shao. Learning Discriminative Domain Invariant Prototypes for Generalized Zero Shot Learning. Knowledge-based Systems. 2020.
13] Yinduo Wang, Haofeng Zhang*, Shidong Wang, Yang Long, Longzhi Yang. Semantic Combined Network for Zero Shot Scene Parsing. IET Image Processing. 2019.
12] Haofeng Zhang, Huaqi Mao, Yang Long, Wankou Yang, Ling Shao. A Probabilistic Zero Shot Learning Method via Latent Nonnegative Prototype Synthesis of Unseen Classes. IEEE Transactions on Neural Networks and Learning Systems. 2019
11] Yifan Gu, Shidong Wang, Haofeng Zhang*, Yazhou Yao, Wankou Yang, Li Liu. Clustering-driven unsupervised deep hashing for image retrieval. Neurocomputing. 2019.
10] Yinduo Wang, Haofeng Zhang*, Zheng Zhang, Yang Long. Asymmetric Graph based Zero Shot Learning. Multimedia Tools and Application. 2019.
9] Yifan Gu, Haofeng Zhang*, Zheng Zhang, Qiaolin Ye. Unsupervised Deep Triplet Hashing with Pseudo Triplets for Scalable Image Retrieval. Multimedia Tools and Application. 2019.
8] Lingli Zhou, Haofeng Zhang*, Yang Long, Ling Shao, and Jingyu Yang. Depth Embedded Recurrent Predictive Parsing Network for Video Scenes. IEEE Transactions on Intelligent Transportation Systems. 2019.
7] Haofeng Zhang, Yang Long, Yu Guan, Ling Shao. Triple Verification Network for Generalised Zero-shot Learning. IEEE Transactions on Image Processing. 2019.
6] Haofeng Zhang, Yang Long, Wankou Yang, Ling Shao. Dual Verification Network for Zero-shot Learning. Information Sciences, 2019.
5] Haofeng Zhang, Li Liu, Yang Long, Ling Shao, Unsupervised deep hashing with pseudo labels for scalable image retrieval, IEEE Transactions on Image Processing, 27 (4) (2018) 1626–1638.
4] Haofeng Zhang, Yang Long, Ling Shao. Zero-shot hashing with orthogonal projection for image retrieval, Pattern Recognition Letters. 2018.
3] Haofeng Zhang, Yang Long, Li Liu, Ling Shao. Adversarial Unseen Visual Feature Synthesis for Zero-shot Learning. Neurocomputing. 2018
2] Haofeng Zhang, Yang Long, Ling Shao. Zero-shot leaning and hashing with binary visual similes. Multimedia Tools and Application. 2018.
1] Haofeng Zhang, Yang Long, Chunxia Zhao. Attribute relaxation from class level to instance level for Zero-shot Learning. Electronics Letters, 2018.
Conference：
27] Yuntian Bo(本科生), Yazhou Zhu, Lunbo Li, Haofeng Zhang*. FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation. AAAI, 2025.
26] Feifan Song(本科生), Ziming Cheng, Lunbo Li, Haofeng Zhang*. MTPNet: Learning Multiple Twin-support Prototypes for Few-shot Medical Image Segmentation. BIBM, 2024.
25] Yuyan Shi, Chenyi Jiang, Run Shi, Haofeng Zhang*. Do they Share the Same Tail? Learning Individual Compositional Attribute Prototype for Generalized Zero-shot Learning. ACCV, 2024. (Oral)
24] Ziming Cheng, Shidong Wang, Tong Xin, Haofeng Zhang*. Frequency-aware Adaptive Filtering Network for Few-shot Medical Image Segmentation. BIBM, 2024.
23] Dubing Chen, Chenyi Jiang, Haofeng Zhang*. Evolutionary Generalized Zero-shot Learning. IJCAI, 2024. (Long Oral)
22] Yuanwu Xu, Feifan Song, Haofeng Zhang*. Learning Spatial Similarity Distribution for Few-shot Object Counting. IJCAI, 2024.
21] Chenyi Jiang, Haofeng Zhang*. Revealing the Proximate Long-tail Distribution in Compositional Zero-shot Learning. AAAI, 2024.
20] Jiaguo Yu, Yuming Shen, Haofeng Zhang*. Hashing One with All. ACM MM, 2023.
19] Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang*. Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer. MICCAI, 2023.
18] Dubing Chen, Yuming Shen, Haofeng Zhang*, Philip Torr. Deconstructed Generation-Based Zero-Shot Model. AAAI 2023.
17] Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang*. Weighted Contrastive Hashing. ACCV 2022.
16] Xiaojie Zhao, Shidong Wang, Haofeng Zhang*. Learning Internal Semantics with Expanded Categories for Generative Zero-shot Learning. ACCV 2022.
15] Yang Zhao, Jiaguo Yu, Shengbin Liao, Qiaolin Ye, Haofeng Zhang*. Class Concentration with Twin Variational Autoencoder for Unsupervised Cross-modal Retrieval. ACCV 2022.
14] Yang Zhao, Yazhou Zhu, Shengbin Liao, Zheng Zhang, Haofeng Zhang*. From Sparse to Dense: Semantic Graph Evolutionary Hashing for Unsupervised Cross-modal Retrieval. ACCV 2022.
13] Dubing Chen, Yuming Shen, Haofeng Zhang*, Philip Torr. Zero Shot Logit Adjustment. IJCAI 2022.
12] Jiaguo Yu, Yuming Shen, Menghan Wang, Haofeng Zhang*, Philip Torr. Learning to Hash Naturally Sorts. IJCAI 2022. (Long Oral)
11] Xiaojie Zhao, Yuming Shen, Shidong Wang, Haofeng Zhang*. Boosting Generative Zero Shot Learning by Synthesizing Diverse Features with Attribute Augmentation. AAAI 2022.
10] Zhifan Wang, Xiaohong Zhang, Tong Xin, Shidong Wang, Haofeng Zhang*, Jianfeng Lu. Multi-scale Spatial Transformer Network for Lidar-Camera 3D Object Detection. IJCNN 2021.
9] Jingren Liu, Haoyue Bai, Haofeng Zhang*, Li Liu. Near Real Feature Generative Network for Generalized Zero Shot Learning. ICME 2021. (Oral)
8] Yang Zhao, Weiwei Wang, Haofeng Zhang*, Bingzhang Hu. Learning Homogeneous and Heterogeneous Co-Occurrences for Unsupervised Cross-Modal Retrieval. ICME 2021. (Oral)
7] Jie Zhang, Haofeng Zhang*, Bingzhang Hu. Dual Prototype Relaxation for Generalized Zero Shot Learning. ICME 2021.
6] Xiao Shen, Haofeng Zhang*, Lunbo Li, Li Liu. Attention Guided Semantic Hashing for Unsupervised Cross-Modal Retrieval. ICME 2021.
5] Xiaohong Zhang, Haofeng Zhang*, Jianfeng Lu, Ling Shao, Jingyu Yang. Target-targeted Domain Adaptation for Unsupervised Semantic Segmentation. ICRA 2021. (Oral)
4] Weiwei Wang, Yuming Shen, Haofeng Zhang*, Yazhou Yao, Li Liu. Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing. IJCAI 2020.
3] Huaqi Mao, Haofeng Zhang*, Shidong Wang, Yang Long, Longzhi Yang. A General Transductive Regularizer for Zero Shot Learning. BMVC 2019.
2] Shiyu Liu, Haofeng Zhang*. ParallelNet: A Depth-guided Parallel Convolutional Network for Scene Segmentation. PRICAI, 2018.
1] Lingli Zhou, Haofeng Zhang*. 3SP-Net: Semantic Segmentation Network with Stereo Image Pairs for Urban Scene Parsing. PRICAI, 2018.