Publications

Relevant Papers and Presentations

Auto-NBA: Efficient and Effective Search Over The Joint Space of Networks, Bitwidths, and Accelerators (ICML 2021)

Yonggan Fu; Yongan Zhang; Yang Zhang; David Cox; Yingyan Lin

HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark (ICLR 2021)

Chaojian Li; Zhongzhi Yu; Yonggan Fu; Yongan Zhang; Yang Zhao; Haoran You; Qixuan Yu; Yue Wang; Yingyan Lin

DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures (ICASSP 2020)

Yang Zhao; Chaojian Li; Yue Wang; Pengfei Xu; Yongan Zhang; Yingyan Lin

A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning (DAC 2021)

Yonggan Fu; Yongan Zhang; Chaojian Li; Zhongzhi Yu; Yingyan Lin

O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed_(ICCAD 2021)

Mengquan Li; Zhongzhi Yu; Yongan Zhang; Yonggan Fu; Yingyan Lin

GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design (HPCA 2022)

Haoran You; Tong Geng; Yongan Zhang; Ang Li; Yingyan Lin

DIAN: Differentiable Accelerator-Network Co-Search Towards Maximal DNN Efficiency (ISLPED 2021)

Yongan Zhang; Yonggan Fu; Weiwen Jiang; Chaojian Li; Haoran You; Meng Li; Vikas Chandra; Yingyan Lin

G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency (ICCAD 2021)

Yongan Zhang; Haoran You; Yonggan Fu; Tong Geng; Ang Li; Yingyan Lin

i-FlatCam: A 253 FPS, 91.49 µJ/Frame Ultra-Compact Intelligent Lensless Camera System for Real-Time and Efficient Eye Tracking in VR/AR (VLSI 2022)

Yang Zhao; Ziyun Li; Yonggan Fu; Yongan Zhang; Chaojian Li; Cheng Wan; Haoran You; Shang Wu; Xu Ouyang; Vivek Boominathan; Ashok Veeraraghavan; and Yingyan Lin

2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency (MICRO 2021)

Yonggan Fu; Yang Zhao; Qixuan Yu; Chaojian Li; Yingyan Lin

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