Qingyu Song

According to our database, Qingyu Song authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Janus: Leveraging Incremental Computation for Efficient DNS Verification.

Yao Wang, Kexin Yu, Wenyun Xu, Kaiqiang Hu, Ziyi Wang, Lizhao You, Qiang Su, Dong Guo, Haizhou Du, Wanjian Feng, Qingyu Song, Linghe Kong, Qiao Xiang, Jiwu Shu

CoRR, November, 2025

RePro: Leveraging Large Language Models for Semi-Automated Reproduction of Networking Research Results.

Yining Jiang, Wenyun Xu, Qingyu Song, Yuling Lin, Xuanhao Liu, Xiaoqiang Zheng, Qiang Su, Lizhao You, Lu Tang, Wangjian Feng, Linghe Kong, Qiao Xiang, Jiwu Shu

CoRR, September, 2025

The Multi-Query Paradox in Zeroth-Order Optimization.

Wei Lin, Qingyu Song, Hong Xu

CoRR, September, 2025

Harnessing On-Device Large Language Model: Empirical Results and Implications for AI PC.

Qingyu Song, Peiyu Liao, Wenqian Zhao, Yiwen Wang, Shoubo Hu, Hui-Ling Zhen, Ning Jiang, Mingxuan Yuan

CoRR, May, 2025

Learning Provably Improves the Convergence of Gradient Descent.

Qingyu Song, Wei Lin, Hong Xu

CoRR, January, 2025

Toward Scalable Learning-Based Optical Restoration.

Siyong Huang, Qingyu Song, Kexin Yu, Zhaoning Wang, Zhizhen Zhong, Qiao Xiang, Jiwu Shu

Proceedings of the 9th Asia-Pacific Workshop on Networking, 2025

2024

Adaptive Coordinate-Wise Step Sizes for Quasi-Newton Methods: A Learning-to-Optimize Approach.

Wei Lin, Qingyu Song, Hong Xu

CoRR, 2024

A Learning-only Method for Multi-Cell Multi-User MIMO Sum Rate Maximization.

Qingyu Song, Juncheng Wang, Jingzong Li, Guochen Liu, Hong Xu

Proceedings of the IEEE INFOCOM 2024, 2024

Fed2Com: Towards Efficient Compression in Federated Learning.

Yu Zhang, Wei Lin, Sisi Chen, Qingyu Song, Jiaxun Lu, Yunfeng Shao, Bei Yu, Hong Xu

Proceedings of the International Conference on Computing, Networking and Communications, 2024

Towards Robust Learning to Optimize with Theoretical Guarantees.

Qingyu Song, Wei Lin, Juncheng Wang, Hong Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2020

Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction.

Qingyu Song, Ruibo Ming, Jianming Hu, Haoyi Niu, Mingyang Gao

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Graph Database and Relational Database Performance Comparison on a Transportation Network.

Jinhua Chen, Qingyu Song, Can Zhao, Zhiheng Li

Proceedings of the Advances in Computing and Data Sciences - 4th International Conference, 2020