Xinhan Lin

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Training Process

Energy Landscape

Top Venues

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Yang Hu, Xinhan Lin, Huizheng Wang, Zhen He, Xingmao Yu, Jiahao Zhang, Qize Yang, Zheng Xu, Sihan Guan, Jiahao Fang, Haoran Shang, Xinru Tang, Xu Dai, Shaojun Wei, Shouyi Yin
Wafer-scale Computing: Advancements, Challenges, and Future Perspectives. CoRR (2023)
Shaojun Wei, Xinhan Lin, Fengbin Tu, Yang Wang, Leibo Liu, Shouyi Yin
Reconfigurability, Why It Matters in AI Tasks Processing: A Survey of Reconfigurable AI Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (3) (2023)
Yang Wang, Yubin Qin, Dazheng Deng, Jingchuan Wei, Tianbao Chen, Xinhan Lin, Leibo Liu, Shaojun Wei, Shouyi Yin
Trainer: An Energy-Efficient Edge-Device Training Processor Supporting Dynamic Weight Pruning. IEEE J. Solid State Circuits 57 (10) (2022)
Yang Wang, Yubin Qin, Dazheng Deng, Jingchuan Wei, Tianbao Chen, Xinhan Lin, Leibo Liu, Shaojun Wei, Shouyi Yin
A 28nm 276.55TFLOPS/W Sparse Deep-Neural-Network Training Processor with Implicit Redundancy Speculation and Batch Normalization Reformulation. VLSI Circuits (2021)
Xinhan Lin, Liang Sun, Fengbin Tu, Leibo Liu, Xiangyu Li, Shaojun Wei, Shouyi Yin
ADROIT: An Adaptive Dynamic Refresh Optimization Framework for DRAM Energy Saving In DNN Training. DAC (2021)
Shouyi Yin, Shibin Tang, Xinhan Lin, Peng Ouyang, Fengbin Tu, Leibo Liu, Shaojun Wei
A High Throughput Acceleration for Hybrid Neural Networks With Efficient Resource Management on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (4) (2019)
Shouyi Yin, Shibin Tang, Xinhan Lin, Peng Ouyang, Fengbin Tu, Leibo Liu, Jishen Zhao, Cong Xu, Shuangchen Li, Yuan Xie, Shaojun Wei
Parana: A Parallel Neural Architecture Considering Thermal Problem of 3D Stacked Memory. IEEE Trans. Parallel Distributed Syst. 30 (1) (2019)
Xinhan Lin, Shouyi Yin, Fengbin Tu, Leibo Liu, Xiangyu Li, Shaojun Wei
LCP: a layer clusters paralleling mapping method for accelerating inception and residual networks on FPGA. DAC (2018)
Shouyi Yin, Dajiang Liu, Lifeng Sun, Xinhan Lin, Leibo Liu, Shaojun Wei
Learning Convolutional Neural Networks for Data-Flow Graph Mapping on Spatial Programmable Architectures (Abstract Only). FPGA (2017)
Xinhan Lin, Shouyi Yin, Leibo Liu, Shaojun Wei
Exploiting parallelism of imperfect nested loops with sibling inner loops on coarse-grained reconfigurable architectures. ASP-DAC (2016)
Shouyi Yin, Xinhan Lin, Leibo Liu, Shaojun Wei
Exploiting Parallelism of Imperfect Nested Loops on Coarse-Grained Reconfigurable Architectures. IEEE Trans. Parallel Distributed Syst. 27 (11) (2016)