| 2025 | AAAI | EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution. | Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu, Xichuan Zhou |
| 2021 | AAAI | Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization. | Xichuan Zhou, Kui Liu, Cong Shi, Haijun Liu, Ji Liu |
| 2021 | IJCNN | Learning to Binarize Convolutional Neural Networks with Adaptive Neural Encoder. | Shuai Zhang, Fangyuan Ge, Rui Ding, Haijun Liu, Xichuan Zhou |
| 2021 | ISCAS | A Heterogeneous Spiking Neural Network for Computationally Efficient Face Recognition. | Xichuan Zhou, Zhenghua Zhou, Zhengqing Zhong, Jianyi Yu, Tengxiao Wang, Min Tian, Ying Jiang, Cong Shi |
| 2020 | ASPDAC | When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. | Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo |
| 2020 | CVPR | Probability Weighted Compact Feature for Domain Adaptive Retrieval. | Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou |
| 2020 | ICML | MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. | Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi |
| 2019 | AAAI | An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression. | Xichuan Zhou, Lang Xu, Shujun Liu, Yingcheng Lin, Lei Zhang, Cheng Zhuo |