Dsagen: Synthesizing programmable spatial accelerators J Weng, S Liu, V Dadu, Z Wang, P Shah, T Nowatzki 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 140* | 2020 |
Towards general purpose acceleration by exploiting common data-dependence forms V Dadu, J Weng, S Liu, T Nowatzki Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 98 | 2019 |
A hybrid systolic-dataflow architecture for inductive matrix algorithms J Weng, S Liu, Z Wang, V Dadu, T Nowatzki 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 78 | 2020 |
Hybrid Optimization/Heuristic Instruction Scheduling for Programmable Accelerator Codesign T Nowatzki, N Ardalani, K Sankaralingam, J Weng | 56 | 2018 |
OverGen: Improving FPGA usability through domain-specific overlay generation S Liu, J Weng, D Kupsh, A Sohrabizadeh, Z Wang, L Guo, J Liu, M Zhulin, ... 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 35-56, 2022 | 34 | 2022 |
UNIT: Unifying tensorized instruction compilation J Weng, A Jain, J Wang, L Wang, Y Wang, T Nowatzki 2021 IEEE/ACM International Symposium on Code Generation and Optimization …, 2021 | 31 | 2021 |
Stream floating: Enabling proactive and decentralized cache optimizations Z Wang, J Weng, J Lowe-Power, J Gaur, T Nowatzki 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 27 | 2021 |
Near-stream computing: General and transparent near-cache acceleration Z Wang, J Weng, S Liu, T Nowatzki 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 20 | 2022 |
Unifying spatial accelerator compilation with idiomatic and modular transformations J Weng, S Liu, D Kupsh, T Nowatzki IEEE Micro 42 (5), 59-69, 2022 | 12 | 2022 |
Towards general-purpose acceleration: Finding structure in irregularity V Dadu, J Weng, S Liu, T Nowatzki IEEE Micro 40 (3), 37-46, 2020 | 4 | 2020 |
DAEGEN: A modular compiler for exploring decoupled spatial accelerators J Weng, S Liu, V Dadu, T Nowatzki IEEE Computer Architecture Letters 18 (2), 161-165, 2019 | 4 | 2019 |
Generality is the Key Dimension in Accelerator Design J Weng, V Dadu, S Liu, T Nowatzki ASPLOS LATTE Workshop 250, 300, 2021 | 2* | 2021 |
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation S Ma, K Mhatre, J Weng, B Hanindhito, Z Wang, T Nowatzki, L John, ... ACM Transactions on Architecture and Code Optimization, 2024 | | 2024 |
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation A Arora, J Weng, S Ma, T Nowatzki, LK John arXiv preprint arXiv:2311.11384, 2023 | | 2023 |
Developing, Synthesizing, and Automating Domain-Specific Accelerators J Weng University of California, Los Angeles, 2023 | | 2023 |