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2020 – today
- 2024
[j6]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): 306-319 (2024)- [j5]Huihong Shi, Xin Cheng, Wendong Mao, Zhongfeng Wang:
P2-ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer. IEEE Trans. Very Large Scale Integr. Syst. 32(9): 1704-1717 (2024) - [c11]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: 1-6 - [c10]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. ICML 2024 - [c9]Haikuo Shao, Huihong Shi, Wendong Mao, Zhongfeng Wang:
An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT. ISCAS 2024: 1-5 - [i14]Haikuo Shao, Huihong Shi, Wendong Mao, Zhongfeng Wang:
An FPGA-Based Reconfigurable Accelerator for Convolution-Transformer Hybrid EfficientViT. CoRR abs/2403.20230 (2024) - [i13]Huihong Shi, Haikuo Shao, Wendong Mao, Zhongfeng Wang:
Trio-ViT: Post-Training Quantization and Acceleration for Softmax-Free Efficient Vision Transformer. CoRR abs/2405.03882 (2024) - [i12]Huihong Shi, Xin Cheng, Wendong Mao, Zhongfeng Wang:
P2-ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer. CoRR abs/2405.19915 (2024) - [i11]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 abs/2406.05981 (2024) - [i10]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 abs/2406.15765 (2024) - [i9]Yang Xu, Huihong Shi, Zhongfeng Wang:
NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models. CoRR abs/2409.04829 (2024) - 2023
- [j4]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): 2523-2536 (2023) - [j3]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: 6485-6498 (2023) - [c8]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: 273-286 - [c7]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: 415-428 - [c6]Minghao She, Wendong Mao, Huihong Shi, Zhongfeng Wang:
S$$^2$$R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution. ICANN (6) 2023: 522-537 - [c5]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: 6:1-6:13 - [c4]Haoran You, Huihong Shi, Yipin Guo, Yingyan Lin:
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer. NeurIPS 2023 - [i8]Sixu Li, Chaojian Li, Wenbo Zhu, Boyang Tony 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 abs/2304.12467 (2023) - [i7]Haoran You, Huihong Shi, Yipin Guo, Yingyan Lin:
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer. CoRR abs/2306.06446 (2023) - [i6]Minghao She, Wendong Mao, Huihong Shi, Zhongfeng Wang:
S2R: Exploring a Double-Win Transformer-Based Framework for Ideal and Blind Super-Resolution. CoRR abs/2308.08142 (2023) - [i5]Siyu Zhang, Wendong Mao, Huihong Shi, Zhongfeng Wang:
A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network. CoRR abs/2312.10716 (2023) - 2022
- [j2]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) - [c3]Huihong Shi, Haoran You, Yang Zhao, Zhongfeng Wang, Yingyan Lin:
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks. ICCAD 2022: 58:1-58:9 - [c2]Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin:
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks. ICML 2022: 25566-25580 - [i4]Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin:
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks. CoRR abs/2205.08119 (2022) - [i3]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 abs/2210.09573 (2022) - [i2]Huihong Shi, Haoran You, Yang Zhao, Zhongfeng Wang, Yingyan Lin:
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks. CoRR abs/2210.13361 (2022) - [i1]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 abs/2211.05109 (2022) - 2021
- [c1]Huihong Shi, Wendong Mao, Zhongfeng Wang:
LITNet: A Light-weight Image Transform Net for Image Style Transfer. IJCNN 2021: 1-8
2010 – 2019
- 2019
- [j1]Hangfang Zhao, M. Jehanzeb Irshad, Huihong Shi, Wen Xu:
Passive Source Localization Using Compressive Sensing. Sensors 19(20): 4522 (2019)
Coauthor Index
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