Jinyi Deng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Execution Environment

Reconfigurable Architecture

Image Description

Top Venues

IEEE J. Solid State Circuits

Comput. Biol. Medicine

Publications

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 (2024)
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 (2024)
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)
Jinyi Deng, Dehua Chen, Chunlin Zhang, Yijie Dong
Generating lymphoma ultrasound image description with transformer model. Comput. Biol. Medicine 174 (2024)
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)
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 (2023)
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)
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) (2021)
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) (2021)