Jian Weng

According to our database, Jian Weng authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Developing, Synthesizing, and Automating Domain-Specific Accelerator

Jian Weng

PhD thesis, 2023

PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation.

Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John

CoRR, 2023

2022

Unifying Spatial Accelerator Compilation With Idiomatic and Modular Transformations.

Jian Weng, Sihao Liu, Dylan Kupsh, Tony Nowatzki

IEEE Micro, 2022

OverGen: Improving FPGA Usability through Domain-specific Overlay Generation.

Sihao Liu, Jian Weng, Dylan Kupsh, Atefeh Sohrabizadeh, Zhengrong Wang, Licheng Guo, Jiuyang Liu, Maxim Zhulin, Rishabh Mani, Lucheng Zhang, Jason Cong, Tony Nowatzki

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Near-Stream Computing: General and Transparent Near-Cache Acceleration.

Zhengrong Wang, Jian Weng, Sihao Liu, Tony Nowatzki

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

Stream Floating: Enabling Proactive and Decentralized Cache Optimizations.

Zhengrong Wang, Jian Weng, Jason Lowe-Power, Jayesh Gaur, Tony Nowatzki

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

UNIT: Unifying Tensorized Instruction Compilation.

Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2021

2020

Towards General-Purpose Acceleration: Finding Structure in Irregularity.

Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki

IEEE Micro, 2020

DSAGEN: Synthesizing Programmable Spatial Accelerators.

Jian Weng, Sihao Liu, Vidushi Dadu, Zhengrong Wang, Preyas Shah, Tony Nowatzki

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms.

Jian Weng, Sihao Liu, Zhengrong Wang, Vidushi Dadu, Tony Nowatzki

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019

Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms.

Jian Weng, Vidushi Dadu, Tony Nowatzki

CoRR, 2019

DAEGEN: A Modular Compiler for Exploring Decoupled Spatial Accelerators.

Jian Weng, Sihao Liu, Vidushi Dadu, Tony Nowatzki

IEEE Comput. Archit. Lett., 2019

Towards General Purpose Acceleration by Exploiting Common Data-Dependence Forms.

Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

2018

Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign.

Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018