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ORCIDQingyu Song 0002
Person information
- affiliation: Xiamen University, Department of Computer Science and Technology, China
- affiliation (PhD 2025): Chinese University of Hong Kong, Hong Kong
Other persons with the same name
- Qingyu Song 0001 — Tencent Youtu Lab
- Qingyu Song 0003
![[0009-0008-7365-7544]](https://dblp.org/img/orcid-mark.12x12.png "0009-0008-7365-7544")
— University of California, Irvine, CA, USA - Qingyu Song 0004 — Zhejiang University, Hangzhou, China
- Qingyu Song 0005 — Guangxi University, Nanning, China
- Qingyu Song 0006 — Yanshan University, School of Information Science and Engineering, Qinhuangdao, China
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2020 – today
- 2026
[i9]Wei Lin, Yining Jiang, Qingyu Song, Qiao Xiang, Hong Xu:
AGZO: Activation-Guided Zeroth-Order Optimization for LLM Fine-Tuning. CoRR abs/2601.17261 (2026)- 2025
- [c7]Siyong Huang, Qingyu Song, Kexin Yu, Zhaoning Wang, Zhizhen Zhong, Qiao Xiang, Jiwu Shu:
Toward Scalable Learning-Based Optical Restoration. APNet 2025: 200-206 - [c6]Qiang Su, Yining Jiang, Siyong Huang, Qingyu Song, Qiao Xiang, Xuanhao Liu, Jiwu Shu:
Toward Scalable and High-Performance GNN-Based Traffic Engineering with Free Path Selection. ICPADS 2025: 1-10 - [i8]Qingyu Song, Wei Lin, Hong Xu:
Learning Provably Improves the Convergence of Gradient Descent. CoRR abs/2501.18092 (2025) - [i7]Qingyu Song, Peiyu Liao, Wenqian Zhao, Yiwen Wang, Shoubo Hu, Hui-Ling Zhen, Ning Jiang, Mingxuan Yuan:
Harnessing On-Device Large Language Model: Empirical Results and Implications for AI PC. CoRR abs/2505.15030 (2025) - [i6]Qingyu Song, Wei Lin, Juncheng Wang, Hong Xu:
Towards Robust Learning to Optimize with Theoretical Guarantees. CoRR abs/2506.14263 (2025) - [i5]Wei Lin, Qingyu Song, Hong Xu:
The Multi-Query Paradox in Zeroth-Order Optimization. CoRR abs/2509.15552 (2025) - [i4]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:
RePro: Leveraging Large Language Models for Semi-Automated Reproduction of Networking Research Results. CoRR abs/2509.21074 (2025) - [i3]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:
Janus: Leveraging Incremental Computation for Efficient DNS Verification. CoRR abs/2511.02559 (2025) - [i2]Mingyuan Song, Huan Shen, Jinghui Jiang, Qiang Su, Qingyu Song, Lu Tang, Wanjian Feng, Fei Yuan, Qiao Xiang, Jiwu Shu:
Argo: An efficient verification framework for distributed in-network computing. CoRR abs/2511.08189 (2025) - 2024
- [c5]Qingyu Song, Wei Lin, Juncheng Wang, Hong Xu:
Towards Robust Learning to Optimize with Theoretical Guarantees. CVPR 2024: 27488-27496 - [c4]Yu Zhang, Wei Lin, Sisi Chen, Qingyu Song, Jiaxun Lu, Yunfeng Shao, Bei Yu, Hong Xu:
Fed2Com: Towards Efficient Compression in Federated Learning. ICNC 2024: 560-566 - [c3]Qingyu Song, Juncheng Wang, Jingzong Li, Guochen Liu, Hong Xu:
A Learning-only Method for Multi-Cell Multi-User MIMO Sum Rate Maximization. INFOCOM 2024: 291-300 - [i1]Wei Lin, Qingyu Song, Hong Xu:
Adaptive Coordinate-Wise Step Sizes for Quasi-Newton Methods: A Learning-to-Optimize Approach. CoRR abs/2412.00059 (2024) - 2020
- [c2]Jinhua Chen, Qingyu Song, Can Zhao, Zhiheng Li:
Graph Database and Relational Database Performance Comparison on a Transportation Network. ICACDS 2020: 407-418 - [c1]Qingyu Song, Ruibo Ming, Jianming Hu, Haoyi Niu, Mingyang Gao:
Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction. ITSC 2020: 1-6
Coauthor Index
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