Relaxation-Free Min-\(k\)-Partition for PCI Assignment in 5G Networks
Published in IEEE Transactions on Signal Processing, 2025
Yeqing Qiu, Chengpiao Huang, Ye Xue, Zhipeng Jiang, Qingjiang Shi, Dong Zhang, Zhi-Quan Luo
Publications
You can also find my articles on my Google Scholar profile.
Journal Articles
Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks
Published in Neural Networks, 2024
Zhengyang Shen*, Yeqing Qiu*, Jialun Liu, Lingshen He, Zhouchen Lin
Conference Papers
Projective Equivariant Networks via Second-order Fundamental Differential Invariants
Published in The Thirty-ninth Annual Conference on Neural Information Processing Systems (spotlight), 2025
Yikang Li, Yeqing Qiu, Yuxuan Chen, Lingshen He, Lexiang Hu, Zhouchen Lin
Relaxed Gradient Projection for PCI Assignment in 5G Network
Published in IEEE/CIC International Conference on Communications in China, 2025
Yeqing Qiu, Ye Xue, Zhipeng Jiang, Qingjiang Shi
ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-\(k\)-Cut Problems
Published in Forty-Second International Conference on Machine Learning, 2025
Yeqing Qiu, Ye Xue, Akang Wang, Yiheng Wang, Qingjiang Shi, Zhi-Quan Luo
Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
Published in The Thirteenth International Conference on Learning Representations, 2025
Yikang Li, Yeqing Qiu, Yuxuan Chen, Zhouchen Lin
Affine Equivariant Networks Based on Differential Invariants
Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Yikang Li, Yeqing Qiu, Yuxuan Chen, Lingshen He, Zhouchen Lin
A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
Published in Knowledge Science, Engineering and Management, 2022
Yeqing Qiu, Chenyu Huang, Jianzong Wang, Zhangcheng Huang, Jing Xiao
Chinese Patents
Those marked by ‘*’ have been granted.
- *(202310288277.8)分布式训练方法、装置、终端设备及计算机可读介质
- (202410162884.4)基于微分不变量的仿射等变网络模型的图像分类方法
- *(202410984193.2)无线通信系统的小区标识分配方法及相关设备
- (202510575521.8)基于原始对偶图神经网络学习优化的最大分割求解方法及相关设备
- (202510695996.0)基于重参数化图神经网络的松弛优化采样的最大分割求解方法及相关设备