Publications
Selected publications in reverse-chronological order.
Full publication list on Google Scholar
Full publication list on Google Scholar
- Rotary: A Resource Arbitration Framework for Progressive Iterative AnalyticsIEEE International Conference on Data Engineering (ICDE), 2023
- Embedding Learning in Hybrid Quantum-Classical Neural NetworksIEEE International Conference on Quantum Computing and Engineering (QCE), 2022
- Accelerating Container-based Deep Learning Hyperparameter Optimization WorkloadsWorkshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD), 2022
- Bring Orders into Uncertainty: Enabling Efficient Uncertain Graph Processing via Novel Path Sampling on Multi-Accelerator SystemsACM International Conference on Supercomputing (ICS), 2022
- Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter TuningWorkshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD), 2021
- Artificial Intelligence in Resource-Constrained and Shared EnvironmentsACM SIGOPS Operating Systems Review (OSR), 2019
- Draining the Data Swamp: A Similarity-based ApproachWorkshop on Human-In-the-Loop Data Analytics (HILDA@SIGMOD), 2018
- Untangling Blockchain: A Data Processing View of Blockchain SystemsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2018
- UIO-Based Testbed Augmentation for Simulating Cyber-Physical SystemsIEEE Intelligent Systems, 2018
- BLOCKBENCH: A Framework for Analyzing Private BlockchainsACM International Conference on Management of Data (SIGMOD), 2017
- Vulnerable GPU Memory Management: Towards Recovering Raw Data from GPUPrivacy Enhancing Technologies Symposium (PETS), 2017
- PriMe: Human-centric Privacy Measurement based on User Preferences Towards Data Sharing in Mobile Participatory Sensing SystemsIEEE International Conference on Pervasive Computing and Communications (PerCom), 2016
- Distributed Intelligent MEMS: A Survey and A Real-Time Programming FrameworkACM Computing Surveys (CSUR), 2016