Quanlu Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
13
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EuroSys | STAlloc: Enhancing Memory Efficiency in Large-Scale Model Training with Spatio-Temporal Planning. | Zixiao Huang, Junhao Hu, Hao Lin, Chunyang Zhu, Yueran Tang, Quanlu Zhang, Zhen Guo, Zhenhua Li, Shengen Yan, Zhenhua Zhu, Guohao Dai, Yu Wang |
| 2024 | OSDI | nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training. | Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou |
| 2024 | OSDI | Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. | Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang |
| 2023 | EuroSys | SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. | Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou |
| 2023 | ICCV | ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices. | Chen Tang, Li Lyna Zhang, Huiqiang Jiang, Jiahang Xu, Ting Cao, Quanlu Zhang, Yuqing Yang, Zhi Wang, Mao Yang |
| 2023 | ICCV | SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference. | Xudong Wang, Li Lyna Zhang, Jiahang Xu, Quanlu Zhang, Yujing Wang, Yuqing Yang, Ningxin Zheng, Ting Cao, Mao Yang |
| 2023 | SOSP | PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. | Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou |
| 2022 | CVPR | Privacy-preserving Online AutoML for Domain-Specific Face Detection. | Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang |
| 2022 | ICCD | Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. | Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo |
| 2022 | OSDI | SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. | Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou |
| 2020 | COLING | LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression. | Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Quanlu Zhang, Yaming Yang, Yunhai Tong, Jing Bai |
| 2020 | INFOCOM | Automating Cloud Deployment for Deep Learning Inference of Real-time Online Services. | Yang Li, Zhenhua Han, Quanlu Zhang, Zhenhua Li, Haisheng Tan |
| 2020 | OSDI | Retiarii: A Deep Learning Exploratory-Training Framework. | Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou |
| 2020 | OSDI | HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. | Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang |
| 2020 | USENIX | AutoSys: The Design and Operation of Learning-Augmented Systems. | Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai |
| 2018 | CLOUD | Scheduling CPU for GPU-based Deep Learning Jobs. | Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng, Quanlu Zhang, Fan Yang, Lidong Zhou |
| 2018 | CLOUD | SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines. | Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai |
| 2018 | FAST | Towards Web-based Delta Synchronization for Cloud Storage Services. | He Xiao, Zhenhua Li, Ennan Zhai, Tianyin Xu, Yang Li, Yunhao Liu, Quanlu Zhang, Yao Liu |
| 2018 | INFOCOM | Building efficient and available distributed transaction with Paxos-based coding consensus. | Shenglong Li, Quanlu Zhang, Zhi Yang, Hanyu Zhao, Yafei Dai |
| 2018 | OSDI | Gandiva: Introspective Cluster Scheduling for Deep Learning. | Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou |
| 2017 | ICDCS | DeltaCFS: Boosting Delta Sync for Cloud Storage Services by Learning from NFS. | Quanlu Zhang, Zhenhua Li, Zhi Yang, Shenglong Li, Shouyang Li, Yangze Guo, Yafei Dai |
| 2015 | CLOUD | DSwitch: a dual mode direct and network attached disk. | Quanlu Zhang, Yafei Dai, Lintao Zhang |
| 2015 | GLOBECOM | Understanding and Surpassing Dropbox: Efficient Incremental Synchronization in Cloud Storage Services. | Shenglong Li, Quanlu Zhang, Zhi Yang, Yafei Dai |
| 2015 | ICDCS | UStore: A Low Cost Cold and Archival Data Storage System for Data Centers. | Quanlu Zhang, Yafei Dai, Fengqian Li, Lintao Zhang |