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Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design


Apr 25, 2023
Yonggan Fu, Zhifan Ye, Jiayi Yuan, Shunyao Zhang, Sixu Li, Haoran You, Yingyan Lin

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* Accepted by ISCA 2023 

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Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference


Nov 18, 2022
Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Lin

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NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks


Oct 24, 2022
Huihong Shi, Haoran You, Yang Zhao, Zhongfeng Wang, Yingyan Lin

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* Accepted to ICCAD2022 

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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design


Oct 18, 2022
Haoran You, Zhanyi Sun, Huihong Shi, Zhongzhi Yu, Yang Zhao, Yongan Zhang, Chaojian Li, Baopu Li, Yingyan Lin

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* Accepted to HPCA 2023 

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SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning


Jul 08, 2022
Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Lin

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* Accepted by ECCV 2022 

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ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks


May 17, 2022
Haoran You, Baopu Li, Huihong Shi, Yonggan Fu, Yingyan Lin

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* Accepted by ICML 2022 

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LDP: Learnable Dynamic Precision for Efficient Deep Neural Network Training and Inference


Mar 15, 2022
Zhongzhi Yu, Yonggan Fu, Shang Wu, Mengquan Li, Haoran You, Yingyan Lin

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I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization


Mar 07, 2022
Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li

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* Published in MICRO 2022 

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GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design


Dec 22, 2021
Haoran You, Tong Geng, Yongan Zhang, Ang Li, Yingyan Lin

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* Published as a conference paper at HPCA 2022 

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G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency


Sep 18, 2021
Yongan Zhang, Haoran You, Yonggan Fu, Tong Geng, Ang Li, Yingyan Lin

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* Accepted at ICCAD 2021 

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