Ph.D student
Shenzhen International Graduate School, Tsinghua University
lurw24 [AT] mails [DOT] tsinghua [DOT] edu [DOT] cn
I am currently a forth-year Ph.D's student in the Department of Computer Science and Technology at Tsinghua University, advised by Prof. Zhi Wang. My research interests are to accelerating machine learning training from communication and computation.
I was a research intern in the System and Networking Research Group at Microsoft Research Asia. I have published several papers in IEEE INFOCOM, Transactions on Mobile Computing, and served as a reviewer for ICML, NeurIPS, MM, and other conferences.
[2024/11] One paper got accepted to IEEE INFOCOM 2025.
[2024/11] One paper got accepted to IEEE TMC.
[2023/04] One paper got accepted to IEEE INFOCOM 2023.
Llm4band: Enhancing reinforcement learning with large language models for accurate bandwidth estimation
Zhijian Wang, Rongwei Lu, Zhiyang Zhang, Cedric Westphal, Dongbiao He, Jingyan Jiang
[NOSSDAV'25], Proceedings of the 35th Workshop on Network and Operating System Support for Digital Audio and Video
, 2025
γ-FedHT: Stepsize-Aware Adaptive Hard-Threshold Gradient Compression in Federated Learning
Rongwei Lu,Yutong Jiang, Jinrui Zhang, Mingzhou Wu, Chen Tang, Bin Chen and Zhi Wang
[INFOCOM'25], IEEE International Conference on Computer Communications, 2024
[Project]
[Arxiv]
[BibTeX]
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation
Shuzhao Xie, Weixiang Zhang, Chen Tang, Yunpeng Bai, Rongwei Lu, Shijia Ge, Zhi Wang
[ECCV'24] European Conference on Computer Vision, 2024
[PDF]
[Supp]
[Project]
[Poster]
[Code]
RFQuant: Retraining-free Model Quantization via One-Shot Weight-Coupling Learning
Chen Tang*, Yuan Meng*, Jiacheng Jiang, Shuzhao Xie, Rongwei Lu, Xinzhu Ma, Zhi Wang, Wenwu
Zhu
[CVPR'24] IEEE Conference on Computer Vision and Pattern Recognition, 2024
[PDF]
[Supp]
[Poster]
[Code]
[BibTeX]
DAGC: Data-Volume-Aware Adaptive Sparsification Gradient Compression for Distributed Machine Learning in Mobile Computing
Rongwei Lu,Yutong Jiang, Yinan Mao, Chen Tang, Bin Chen, Laizhong Cui and Zhi Wang
[IEEE TMC] IEEE Transactions on Mobile Computing, 2024
[Project]
[PDF]
[Supp]
[Code]
[BibTeX]
DAGC: Data-aware Adaptive Gradient Compression
Rongwei Lu, Jiajun Song, Bin Chen, Laizhong Cui and Zhi Wang
[INFOCOM'23], International Conference on Computer Communications , 2023
[PDF]
[BibTeX]
First Prize of Faculty General Excellence Scholarship At SIGS, Tsinghua University, 2023
Star of Tomorrow Excellent Internship Award, Microsoft Research Asia, 2023
Code from Han Hu