Publications

Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki
Affinity Alloc: Taming Not-So Near-Data Computing [pdf] [slides] [pptx]
2023 ACM/IEEE 56th International Symposium on Microarchitecture (MICRO).

Zhengrong Wang, Christopher Liu, Aman Arora, Lizy John, Tony Nowatzki
Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion [pdf] [slides]
2023 International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS).

Zhengrong Wang, Christopher Liu, Tony Nowatzki
Infinity Stream: Enabling Transparent and Automated In-Memory Computing [pdf]
Computer Architecture Letter 2022.

Zhengrong Wang, Jian Weng, Sihao Liu, Tony Nowatzki
Near-Stream Computing: General and Transparent Near-Cache Acceleration [pdf] [slides] [pptx]
2022 International Symposium on High-Performance Computer Architecture (HPCA).

Zhengrong Wang, Jian Weng, Jason Lowe-Power, Jayesh Gaur, Tony Nowatzki
Stream Floating: Enabling Proactive and Decentralized Cache Optimizations
Best Paper Runner-Up [pdf] [slides] [pptx] [video]
2021 International Symposium on High-Performance Computer Architecture (HPCA).

Zhengrong Wang, Tony Nowatzki
Stream-based Memory Access Specialization for General Purpose Processors [pdf] [slides] [pptx]
2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA).

Jian Weng*, Sihao Liu*, Dylan Kupsh, Atefeh Sohrabizadeh, Zhengrong Wang, Licheng Guo, Jiuyang Liu, Maxim Zhulin, Rishabh Mani, Lucheng Zhang, Jason Cong, Tony Nowatzki
OverGen: Improving FPGA Usability through Domain-specific Overlay Generation
Best Paper Nominee [pdf]
2022 ACM/IEEE 55th International Symposium on Microarchitecture (MICRO).

Jian Weng*, Sihao Liu*, Vidushi Dadu, Zhengrong Wang, Preyas Shah, Tony Nowatzki
DSAGEN: Synthesizing Programmable Spatial Accelerators
IEEE Micro Top Picks 2020 Honorable Mention
2020 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA).

Jian Weng, Sihao Liu, Zhengrong Wang, Vidushi Dadu, Tony Nowatzki
A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms
2020 International Symposium on High-Performance Computer Architecture (HPCA).

Jason Lowe-Power, …, Zhengrong Wang, et al.
The gem5 Simulator: Version 20.0+
arXiv:2007.03152v2

Zhengrong Wang, General, Flexible and Unified Near-Data Computing [pdf]
UCLA CS Ph.D. Dissertation

Zhengrong Wang, Fei Qiao, Zhen Liu, Yuxiang Shan, Xunyi Zhou, Li Luo, Huazhong Yang
Optimizing convolutional neural network on FPGA under heterogeneous computing framework with OpenCL
2016 IEEE Region 10 Conference (TENCON).