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Qinghao Hu

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Characterization of Large Language Model Development in the Datacenter

Mar 12, 2024
Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang

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MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization

Nov 16, 2023
Zeyu Zhu, Fanrong Li, Gang Li, Zejian Liu, Zitao Mo, Qinghao Hu, Xiaoyao Liang, Jian Cheng

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Spiking NeRF: Making Bio-inspired Neural Networks See through the Real World

Sep 20, 2023
Xingting Yao, Qinghao Hu, Tielong Liu, Zitao Mo, Zeyu Zhu, Zhengyang Zhuge, Jian Cheng

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Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication

Mar 02, 2023
Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang

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$\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks

Feb 01, 2023
Zeyu Zhu, Fanrong Li, Zitao Mo, Qinghao Hu, Gang Li, Zejian Liu, Xiaoyao Liang, Jian Cheng

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DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection

Nov 25, 2022
Yiqun Chen, Qiang Chen, Qinghao Hu, Jian Cheng

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PalQuant: Accelerating High-precision Networks on Low-precision Accelerators

Aug 03, 2022
Qinghao Hu, Gang Li, Qiman Wu, Jian Cheng

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Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision

Jun 01, 2022
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen

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MixFormer: Mixing Features across Windows and Dimensions

Apr 12, 2022
Qiang Chen, Qiman Wu, Jian Wang, Qinghao Hu, Tao Hu, Errui Ding, Jian Cheng, Jingdong Wang

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