Huihong Shi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Neural Architecture

Video Compression

Compressive Sensing

Computationally Efficient

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Huihong Shi, Xin Cheng, Wendong Mao, Zhongfeng Wang
-ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer. CoRR (2024)
Haoran You, Yipin Guo, Yichao Fu, Wei Zhou, Huihong Shi, Xiaofan Zhang, Souvik Kundu, Amir Yazdanbakhsh, Yingyan Lin
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization. CoRR (2024)
Haikuo Shao, Huihong Shi, Wendong Mao, Zhongfeng Wang
An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT. ISCAS (2024)
Haikuo Shao, Huihong Shi, Wendong Mao, Zhongfeng Wang
An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT. CoRR (2024)
Huihong Shi, Yang Xu, Yuefei Wang, Wendong Mao, Zhongfeng Wang
NASA-F: FPGA-Oriented Search and Acceleration for Multiplication-Reduced Hybrid Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (1) (2024)
Huihong Shi, Haikuo Shao, Wendong Mao, Zhongfeng Wang
Trio-ViT: Post-Training Quantization and Acceleration for Softmax-Free Efficient Vision Transformer. CoRR (2024)
Siyu Zhang, Wendong Mao, Huihong Shi, Zhongfeng Wang
A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network. DATE (2024)
Zhongzhi Yu, Zheng Wang, Yonggan Fu, Huihong Shi, Khalid Shaikh, Yingyan Celine Lin
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration. CoRR (2024)
Huihong Shi, Haoran You, Zhongfeng Wang, Yingyan Lin
NASA+: Neural Architecture Search and Acceleration for Multiplication-Reduced Hybrid Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Sixu Li, Chaojian Li, Wenbo Zhu, Boyang Yu, Yang Zhao, Cheng Wan, Haoran You, Huihong Shi, Yingyan Lin
Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction. CoRR (2023)
Haoran You, Zhanyi Sun, Huihong Shi, Zhongzhi Yu, Yang Zhao, Yongan Zhang, Chaojian Li, Baopu Li, Yingyan Lin
ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design. HPCA (2023)
Sixu Li, Chaojian Li, Wenbo Zhu, Boyang Tony Yu, Yang Katie Zhao, Cheng Wan, Haoran You, Huihong Shi, Yingyan Celine Lin
Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction. ISCA (2023)
Haoran You, Huihong Shi, Yipin Guo, Yingyan Lin
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer. NeurIPS (2023)
Minghao She, Wendong Mao, Huihong Shi, Zhongfeng Wang
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution. CoRR (2023)
Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin
ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention. HPCA (2023)
Siyu Zhang, Wendong Mao, Huihong Shi, Zhongfeng Wang
A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network. CoRR (2023)
Wendong Mao, Shuai Yang, Huihong Shi, Jiaying Liu, Zhongfeng Wang
Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure. IEEE Trans. Multim. 25 (2023)
Haoran You, Huihong Shi, Yipin Guo, Yingyan Lin
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer. CoRR (2023)
Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks. ICML (2022)
Haoran You, Randall Balestriero, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard G. Baraniuk
Max-Affine Spline Insights Into Deep Network Pruning. Trans. Mach. Learn. Res. 2022 (2022)
Haoran You, Zhanyi Sun, Huihong Shi, Zhongzhi Yu, Yang Zhao, Yongan Zhang, Chaojian Li, Baopu Li, Yingyan Lin
ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design. CoRR (2022)
Huihong Shi, Haoran You, Yang Zhao, Zhongfeng Wang, Yingyan Lin
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks. ICCAD (2022)
Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks. CoRR (2022)
Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin
ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention. CoRR (2022)
Huihong Shi, Haoran You, Yang Zhao, Zhongfeng Wang, Yingyan Lin
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks. CoRR (2022)
Huihong Shi, Wendong Mao, Zhongfeng Wang
LITNet: A Light-weight Image Transform Net for Image Style Transfer. IJCNN (2021)
Hangfang Zhao, M. Jehanzeb Irshad, Huihong Shi, Wen Xu
Passive Source Localization Using Compressive Sensing. Sensors 19 (20) (2019)