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Jian Weng
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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
982019
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
782020
Hybrid Optimization/Heuristic Instruction Scheduling for Programmable Accelerator Codesign
T Nowatzki, N Ardalani, K Sankaralingam, J Weng
562018
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
342022
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
312021
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
272021
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
202022
Unifying spatial accelerator compilation with idiomatic and modular transformations
J Weng, S Liu, D Kupsh, T Nowatzki
IEEE Micro 42 (5), 59-69, 2022
122022
Towards general-purpose acceleration: Finding structure in irregularity
V Dadu, J Weng, S Liu, T Nowatzki
IEEE Micro 40 (3), 37-46, 2020
42020
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
42019
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
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