| 2025 | ACL | Q-Mamba: Towards more efficient Mamba models via post-training quantization. | Tianqi Chen, Yuanteng Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng |
| 2025 | ACL | RQT: Hierarchical Residual Quantization for Multi-Model Compression. | Tianqi Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng |
| 2025 | ICASSP | GateM | Weixiang Xu, Zhongren Dong, Runming Wang, Xinzhou Xu, Zixing Zhang |
| 2025 | ICRA | Towards Accurate Semi-Supervised BEV 3D Object Detection with Depth-Aware Refinement and Denoising-Aided Alignment. | Zhao Yang, Yinan Shi, Jiangtong Zhu, Weixiang Xu, Longjun Liu |
| 2024 | ICASSP | HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. | Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Bjrn W. Schuller |
| 2022 | AAAI | Towards Fully Sparse Training: Information Restoration with Spatial Similarity. | Weixiang Xu, Xiangyu He, Ke Cheng, Peisong Wang, Jian Cheng |
| 2022 | ICIP | Stacking More Linear Operations with Orthogonal Regularization to Learn Better. | Weixiang Xu, Jian Cheng |
| 2022 | MICRO | Ristretto: An Atomized Processing Architecture for Sparsity-Condensed Stream Flow in CNN. | Gang Li, Weixiang Xu, Zhuoran Song, Naifeng Jing, Jian Cheng, Xiaoyao Liang |
| 2021 | CVPR | Generative Zero-Shot Network Quantization. | Xiangyu He, Jiahao Lu, Weixiang Xu, Qinghao Hu, Peisong Wang, Jian Cheng |
| 2020 | ECCV | ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices. | Xiangyu He, Zitao Mo, Ke Cheng, Weixiang Xu, Qinghao Hu, Peisong Wang, Qingshan Liu, Jian Cheng |
| 2020 | IJCAI | Soft Threshold Ternary Networks. | Weixiang Xu, Xiangyu He, Tianli Zhao, Qinghao Hu, Peisong Wang, Jian Cheng |
| 2005 | ICCS | Approximate B-Spline Surface Based on RBF Neural Networks. | Xumin Liu, Houkuan Huang, Weixiang Xu |
| 2004 | SMC | An intelligent system of on space surface modeling. | Xumin Liu, Houkuan Huang, Weixiang Xu |