ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs. - Zheng Chen 001; Feng Zhang 007; Amelie Chi Zhou; Jidong Zhai; Chenyang Zhang 005; Xiaoyong Du 001 (ICPP, 2020)

An Efficient Parallel Secure Machine Learning Framework on GPUs. - Feng Zhang 007; Zheng Chen 001; Chenyang Zhang 005; Amelie Chi Zhou; Jidong Zhai; Xiaoyong Du 001 (IEEE Trans. Parallel Distributed Syst., 2021)

iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures. - Chenyang Zhang 005; Feng Zhang 007; Xiaoguang Guo; Bingsheng He; Xiao Zhang 001; Xiaoyong Du 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Fine-Grained Multi-Query Stream Processing on Integrated Architectures. - Feng Zhang 007; Chenyang Zhang 005; Lin Yang; Shuhao Zhang 001; Bingsheng He; Wei Lu 015; Xiaoyong Du 001 (IEEE Trans. Parallel Distributed Syst., 2021)

CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases. - Feng Zhang 007; Weitao Wan; Chenyang Zhang 005; Jidong Zhai; Yunpeng Chai; Haixiang Li; Xiaoyong Du 001 (SIGMOD Conference, 2022)

G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. - Zaifeng Pan; Feng Zhang 007; Hourun Li; Chenyang Zhang 005; Xiaoyong Du 001; Dong Deng 001 (IEEE Trans. Parallel Distributed Syst., 2022)

EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices. - Chenyang Zhang 005; Feng Zhang 007; Kuangyu Chen; Mingjun Chen; Bingsheng He; Xiaoyong Du 001 (ICDE, 2023)

Compressed Data Direct Computing for Databases. - Weitao Wan; Feng Zhang 007; Chenyang Zhang 005; Mingde Zhang; Jidong Zhai; Yunpeng Chai; Huanchen Zhang; Wei Lu 015; Yuxing Chen; Haixiang Li; Anqun Pan; Xiaoyong Du 001 (IEEE Trans. Knowl. Data Eng., 2024)

Data+AI: LLM4Data and Data4LLM. - Guoliang Li 001; Jiayi Wang 002; Chenyang Zhang 005; Jiannan Wang 001 (SIGMOD Conference Companion, 2025)

Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices. - Feng Zhang 007; Chenyang Zhang 005; Jiawei Guan; Qiangjun Zhou; Kuangyu Chen; Xiao Zhang 001; Bingsheng He; Jidong Zhai; Xiaoyong Du 001 (IEEE Trans. Cloud Comput., 2025)