| Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu*, Xichuan Zhou, EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution, The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025. (会议论文) |
| Xichuan Zhou, Lingfeng Yan, Rui Ding, Chukwuemeka Clinton Atabansi, Jing Nie, Lihui Chen, Yujie Feng, Haijun Liu*, MIT-SAM: Medical Image-Text SAM with Mutually Enhanced Heterogeneous Features Fusion for Medical Image Segmentation, IEEE Journal of Biomedical and Health Informatics, 2025.(期刊论文) |
| Xi Su, Xiangfei Shen, Haijun Liu*, Lihui Chen, Gemine Vivone, Xichuan Zhou, Toward Model-Independent Separative Training for Deep Hyperspectral Anomaly Detection with Mask Guidance, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2025.(期刊论文) |
| Haijun Liu, Jiachen Huang, Jing Nie , Jin Xie, Lihui Chen, Xichuan Zhou, Density-Guided and Frequency Modulation Dehazing Network for Remote Sensing Images, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2025, 18: 9533-9545.(期刊论文) |
| Haijun Liu , Xi Su, Xiangfei Shen, Xichuan Zhou, MSNet: Self-Supervised Multiscale Network With Enhanced Separation Training for Hyperspectral Anomaly Detection, IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5520313 . (期刊论文) |
| Xichuan Zhou, Xuan Zou, Xiangfei Shen, Wenjia Wei, Xia Zhu, Haijun Liu*, BTC-Net: Efficient Bit-Level Tensor Data Compression Network for Hyperspectral Image, IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5500717. (期刊论文) |
| Qianshuo Hu, Haijun Liu*. Multi-Modal Enhancement Transformer Network for Skeleton-Based Human Interaction Recognition. Biomimetics 2024, 9, 123. (期刊论文) |
| Xichuan Zhou, Rui Ding, Yuxiao Wang, Wenjia Wei and Haijun Liu*, Cellular Binary Neural Network for Accurate Image Classification and Semantic Segmentation, IEEE Transactions on Multimedia, 2023, 25: 8064-8075. (期刊论文) |
| Xichuan Zhou, Dongshan Lei, Chunqiao Long, Jing Nie, Haijun Liu*. InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera, Neural Networks, 2023, 166: 501-511. (期刊论文) |
| Shiguang Wang, Tao Xie, Jian Cheng, Xincheng Zhang, Haijun Liu. MDL-NAS: A Joint Multi-domain Learning Framework for Vision Transformer, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (会议论文) |
| Xichuan Zhou, Yunmo Duan, Rui Ding, Qianchuan Wang, Qi Wang, Jian Qin, Haijun Liu*. Bit-Weight Adjustment for Bridging Uniform and Non-Uniform Quantization to Build Efficient Image Classifiers, Electronics, 2023, 12(5043). (期刊论文) |
| Xichuan Zhou, Haijun Liu, Cong Shi, Ji Liu, Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture, ELSEVIER & Tsinghua University Press, 2022. (专著) |
| Haijun Liu, Xiaoheng Tan and Xichuan Zhou, Parameter Sharing Exploration and Hetero-center Triplet Loss for Visible-Thermal Person Re-Identification, IEEE Transactions on Multimedia, 2021, 23: 4414-4425. (期刊论文) |
| Haijun Liu, Yanxia Chai, Xiaoheng Tan, Dong Li and Xichuan Zhou, Strong but Simple Baseline With Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification, IEEE Signal Processing Letters, 2021, 28: 653-657. (期刊论文) |
| Haijun Liu, Shiguang Wang, Wen Wang, Jian Cheng, Multi-scale based Context-aware Net for Action Detection, IEEE Transactions on Multimedia, 2019, 22(2): 337-348. (期刊论文) |
| Haijun Liu, Jian Cheng, Feng Wang, Sequential Subspace Clustering via Temporal Smoothness for Sequential Data Segmentation, IEEE Transactions on Image Processing, 2017, 27(2): 866-878. (期刊论文) |
| Haijun Liu, Jian Cheng, Wen Wang, Yanzhou Su, Haiwei Bai. Enhancing the discriminative feature learning for visible-thermal cross-modality person re-identification. Neurocomputing 398 (2020): 11-19. (期刊论文) |
| Haijun Liu, and Jian Cheng. Gallery based k-reciprocal-like re-ranking for heavy cross-camera discrepancy in person re-identification. Neurocomputing 333 (2019): 64-75. (期刊论文) |
| Haijun Liu, Fenglei Chen, Zhihong Zeng, Xiaoheng Tan. AMFuse: Add–Multiply-Based Cross-Modal Fusion Network for Multi-Spectral Semantic Segmentation. Remote Sensing. 2022; 14(14):3368. (期刊论文) |
| Xiaoheng Tan, Yanxia Chai, Fenglei Chen, and Haijun Liu*, A Fourier-Based Semantic Augmentation for Visible-Thermal Person Re-Identification, IEEE Signal Processing Letters, vol 29, 2022: 1684-1688. (期刊论文) |
| Xichuan Zhou, Rui Ding, Haijun Liu*, LC-BiDet: Laterally Connected Binary Detector With Efficient Image Processing, IEEE Signal Processing Letters, vol 29, 2022: 1262-1266. (期刊论文) |
| Yanzhou Su, Jian Cheng, Guiqun Cao, Haijun Liu*, How to design a deep neural network for retinal vessel segmentation: an empirical study, Biomedical Signal Processing and Control, Volume 77, 2022, 103761. (期刊论文) |
| Fenglei Chen, Haijun Liu*, Zhihong Zeng, Xichuan Zhou and Xiaoheng Tan, BES-Net: Boundary Enhancing Semantic Context Network for High-Resolution Image Semantic Segmentation. Remote Sensing 14.7 (2022): 1638. (期刊论文) |
| Ding, Rui, Haijun Liu*, and Xichuan Zhou. IE-Net: Information-Enhanced Binary Neural Networks for Accurate Classification. Electronics 11.6 (2022): 937. (期刊论文) |
Shiguang Wang, Jian Cheng, Haijun Liu*, Feng Wang, and Hui Zhou. Pedestrian detection via body part semantic and contextual information with DNN. IEEE Transactions on Multimedia, 2018, 20(11): 3148-3159. (期刊论文)
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| Zhihong Zeng, Haijun Liu, Fenglei Chen, Xiaoheng Tan. AirSOD: A Lightweight Network for RGB-D Salient Object Detection, IEEE Transactions on circuits and systems for video technology, 2023. (期刊论文) |
| Xiangfei Shen, Haijun Liu, Xinzheng Zhang, Kai Qin, Xichuan Zhou, Superpixel-Guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing, IEEE Geoscience and Remote Sensing letters, 2022, 19. (期刊论文) |
| Xiangfei Shen , Haijun Liu, Jian Qin, Fangyuan Ge,and Xichuan Zhou, Toward Weak Signal Analysis in Hyperspectral Data: An Efficient Unmixing Perspective, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5534314. (期刊论文) |
| Feng Wang, Haijun Liu, and Jian Cheng. Visualizing deep neural network by alternately image blurring and deblurring. Neural Networks, 2018(97): 162-172. (期刊论文) |
| Yanzhou Su, Jian Cheng, Wen Wang, Haiwei Bai, and Haijun Liu. Semantic Segmentation for High-Resolution Remote Sensing Images via Dynamic Graph Context Reasoning. IEEE Geoscience and Remote Sensing Letters (2022). (期刊论文) |
| Xichuan Zhou, Kui Liu, Cong Shi, Haijun Liu, Ji Liu, Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization, Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021. (会议论文) |
| Haijun Liu, and Ce Zhu. Status-aware projection metric learning for kinship verification. IEEE International Conference on Multimedia and Expo (ICME). 2017. (会议论文) |
| Haijun Liu, Jian Cheng, and Feng Wang. Sequential subspace clustering via temporal smoothness. 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017). 2017. (会议论文) |
| Li Dong, Quanhuan Liang, Hongqing Liu, Qinghua Liu, Haijun Liu, and Guisheng Liao, A novel multidimensional domain deep learning network for SAR ship detection. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-13. (期刊论文) |
| Wang, Feng, Jian Cheng, Weiyang Liu, and Haijun Liu. Additive margin softmax for face verification. IEEE Signal Processing Letters, (2018): 926-930. (期刊论文) |
| Jian Cheng, Haijun Liu, Feng Wang, Hongsheng Li, and Ce Zhu. Silhouette analysis for human action recognition based on supervised temporal t-SNE and incremental learning. IEEE Transactions on Image Processing, 2015, 24(10): 3203-3217. (期刊论文) |
| Cheng, Jian, Haijun Liu, Ting Liu, Feng Wang, Hongsheng Li. Remote sensing image fusion via wavelet transform and sparse representation. ISPRS journal of photogrammetry and remote sensing 104 (2015): 158-173. (期刊论文) |
