Selected publications in reverse-chronological order.
Full publication list on Google Scholar

  1. Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics
    Rui Liu, Aaron J. Elmore, Michael J. Franklin, and Sanjay Krishnan
    IEEE International Conference on Data Engineering (ICDE), 2023
  1. Embedding Learning in Hybrid Quantum-Classical Neural Networks
    Minzhao Liu, Junyu Liu, Rui Liu, Henry Makhanov, Danylo Lykov, Anuj Apte, and Yuri Alexeev
    IEEE International Conference on Quantum Computing and Engineering (QCE), 2022
  2. Accelerating Container-based Deep Learning Hyperparameter Optimization Workloads
    Rui Liu, David Wong, Dave Lange, Patrik Larsson, Vinay Jethava, and Qing Zheng
    Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD), 2022
  3. Bring Orders into Uncertainty: Enabling Efficient Uncertain Graph Processing via Novel Path Sampling on Multi-Accelerator Systems
    Heng Zhang, Lingda Li, Hang Liu, Donglin Zhuang, Rui Liu, Chengying Huan, Shuang Song, Dingwen Tao, Yongchao Liu, Charles He, Yanjun Wu, and Shuaiwen Leon Song
    ACM International Conference on Supercomputing (ICS), 2022
  1. Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
    Rui Liu, Sanjay Krishnan, Aaron J. Elmore, and Michael J. Franklin
    Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD), 2021
  1. Artificial Intelligence in Resource-Constrained and Shared Environments
    Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin, John Paparrizos, Zechao Shang, Adam Dziedzic, and Rui Liu
    ACM SIGOPS Operating Systems Review (OSR), 2019
  1. Draining the Data Swamp: A Similarity-based Approach
    Will Brackenbury, Rui Liu, Mainack Mondal, Aaron J. Elmore, Blase Ur, Kyle Chard, and Michael J. Franklin
    Workshop on Human-In-the-Loop Data Analytics (HILDA@SIGMOD), 2018
  2. Untangling Blockchain: A Data Processing View of Blockchain Systems
    Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, and Ji Wang
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018
  3. UIO-Based Testbed Augmentation for Simulating Cyber-Physical Systems
    Rui Liu, Junbin Liang, Jiannong Cao, Weiping Zhu, Sebastian VanSyckel, and Christian Becker
    IEEE Intelligent Systems, 2018
  1. BLOCKBENCH: A Framework for Analyzing Private Blockchains
    Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, and Kian-Lee Tan
    ACM International Conference on Management of Data (SIGMOD), 2017
  2. Vulnerable GPU Memory Management: Towards Recovering Raw Data from GPU
    Zhe Zhou, Wenrui Diao, Xiangyu Liu, Zhou Li, Kehuan Zhang, and Rui Liu
    Privacy Enhancing Technologies Symposium (PETS), 2017
  1. PriMe: Human-centric Privacy Measurement based on User Preferences Towards Data Sharing in Mobile Participatory Sensing Systems
    Rui Liu, Jiannong Cao, Sebastian VanSyckel, and Wenyu Gao
    IEEE International Conference on Pervasive Computing and Communications (PerCom), 2016
  2. Distributed Intelligent MEMS: A Survey and A Real-Time Programming Framework
    Junbin Liang, Jiannong Cao, Rui Liu, and Tao Li
    ACM Computing Surveys (CSUR), 2016