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2020 – today
- 2025
[j4]Jinyi Deng
, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Fengbin Tu, Shaojun Wei, Yang Hu, Shouyi Yin:
Rethinking Control Flow in Spatial Architectures: Insights Into Control Flow Plane Design. IEEE Trans. Computers 74(1): 185-199 (2025)- 2024
- [j3]Jinyi Deng, Dehua Chen, Chunlin Zhang, Yijie Dong:
Generating lymphoma ultrasound image description with transformer model. Comput. Biol. Medicine 174: 108409 (2024) - [c3]Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. ISCA 2024: 396-409 - [i3]Jinyi Deng, Xinru Tang, Zhiheng Yue, Guangyang Lu, Qize Yang, Jiahao Zhang, Jinxi Li, Chao Li, Shaojun Wei, Yang Hu, Shouyi Yin:
Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture. CoRR abs/2405.17221 (2024) - [i2]Jiahao Fang, Huizheng Wang, Qize Yang, Dehao Kong, Xu Dai, Jinyi Deng, Yang Hu, Shouyi Yin:
PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training. CoRR abs/2406.03868 (2024) - 2023
- [c2]Jinyi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Boxiao Han, Hongjun He, Fengbin Tu, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane. MICRO 2023: 1395-1408 - [i1]Jinyi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Fengbin Tu, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane. CoRR abs/2307.02847 (2023) - 2022
- [c1]Jinyi Deng, Linyun Zhang, Lei Wang, Jiawei Liu, Kexiang Deng, Shibin Tang, Jiangyuan Gu, Boxiao Han, Fei Xu, Leibo Liu, Shaojun Wei, Shouyi Yin:
Mixed-granularity parallel coarse-grained reconfigurable architecture. DAC 2022: 343-348 - 2021
- [j2]Fengbin Tu, Weiwei Wu, Yang Wang, Hongjiang Chen, Feng Xiong, Man Shi, Ning Li, Jinyi Deng, Tianbao Chen, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
Evolver: A Deep Learning Processor With On-Device Quantization-Voltage-Frequency Tuning. IEEE J. Solid State Circuits 56(2): 658-673 (2021) - [j1]Fengbin Tu, Weiwei Wu, Yang Wang, Hongjiang Chen, Feng Xiong, Man Shi, Ning Li, Jinyi Deng, Tianbao Chen, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
Erratum to "Evolver: a Deep Learning Processor With On-Device Quantization-Voltage-Frequency Tuning". IEEE J. Solid State Circuits 56(9): 2895 (2021)
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