Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device. - Jie Liu 096; Jiawen Liu; Wan Du; Dong Li 001 (ICPADS, 2019)

Adaptive neural network-based approximation to accelerate eulerian fluid simulation. - Wenqian Dong; Jie Liu 096; Zhen Xie; Dong Li 001 (SC, 2019)

Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2. - Jie Liu 096; Jiawen Liu; Wan Du; Dong Li 001 (CoRR, 2019)

FLAME: A Self-Adaptive Auto-labeling System for Heterogeneous Mobile Processors. - Jie Liu 096; Jiawen Liu; Zhen Xie; Dong Li 001 (CoRR, 2020)

MD-HM: memoization-based molecular dynamics simulations on big memory system. - Zhen Xie; Wenqian Dong; Jie Liu 096; Ivy Bo Peng; Yanbao Ma; Dong Li 001 (ICS, 2021)

Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors. - Jie Liu 096; Jiawen Liu; Zhen Xie; Xia Ning; Dong Li 001 (SEC, 2021)

Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation. - Jie Liu 096; Wenqian Dong; Dong Li 001; Qingqing Zhou (Proc. VLDB Endow., 2021)

Large Scale Caching and Streaming of Training Data for Online Deep Learning. - Jie Liu 096; Bogdan Nicolae; Dong Li 001; Justin M. Wozniak; Tekin Bicer; Zhengchun Liu; Ian T. Foster (FlexScience@HPDC, 2022)

Lobster: Load Balance-Aware I/O for Distributed DNN Training. - Jie Liu 096; Bogdan Nicolae; Dong Li 001 (ICPP, 2022)

LB-HM: load balance-aware data placement on heterogeneous memory for task-parallel HPC applications. - Zhen Xie; Jie Liu 096; Sam Ma 001; Jiajia Li 001; Dong Li 001 (PPoPP, 2022)

Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness. - Zhen Xie; Jie Liu 096; Jiajia Li 001; Dong Li 001 (PPoPP, 2023)

Performance Study of CXL Memory Topology. - Jianbo Wu; Jie Liu 096; Gokcen Kestor; Roberto Gioiosa; Dong Li 001; Andres Marquez 001 (MEMSYS, 2024)

Exploring and Evaluating Real-world CXL: Use Cases and System Adoption. - Jie Liu 096; Xi Wang 027; Jianbo Wu; Shuangyan Yang; Jie Ren 015; Bhanu Shankar; Dong Li 001 (CoRR, 2024)

Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory. - Shangye Chen; Jin Huang; Shuangyan Yang; Jie Liu 096; Huaicheng Li; Dimitrios S. Nikolopoulos; Junhee Ryu; Jinho Baek; Kwangsik Shin; Dong Li 001 (CoRR, 2024)

Data-driven Performance Optimization for Data-intensive Applications - Jie Liu 096 (2024)