M2M: A Fine-Grained Mapping Framework to Accelerate Multiple DNNs on a Multi-Chiplet Architecture
Zhang, Jinming, Wang, Xuyan, Ye, Yaoyao, Lyu, Dongxu, Xiong, Guojie, Xu, Ningyi, Lian, Yong, He, Guanghui
Published in IEEE transactions on very large scale integration (VLSI) systems (01.10.2024)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.10.2024)
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Journal Article
FLNA: Flexibly Accelerating Feature Learning Networks for Large-Scale Point Clouds With Efficient Dataflow Decoupling
Lyu, Dongxu, Li, Zhenyu, Chen, Yuzhou, Wang, Gang, He, Weifeng, Xu, Ningyi, He, Guanghui
Published in IEEE transactions on very large scale integration (VLSI) systems (01.04.2024)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.04.2024)
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Journal Article
FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling
Lyu, Dongxu, Li, Zhenyu, Chen, Yuzhou, Xu, Ningyi, He, Guanghui
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing
Lyu, Dongxu, Lil, Zhenyu, Chen, Yuzhou, Zhang, Jinming, Xu, Ningyi, He, Guanghui
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing
Lyu, Dongxu, Li, Zhenyu, Chen, Yuzhou, Zhang, Jinming, Xu, Ningyi, He, Guanghui
Year of Publication 17.08.2023
Year of Publication 17.08.2023
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Journal Article
DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing
Xu, Yansong, Lyu, Dongxu, Li, Zhenyu, Wang, Zilong, Chen, Yuzhou, Wang, Gang, Wang, Zhican, Li, Haomin, He, Guanghui
Year of Publication 16.03.2024
Year of Publication 16.03.2024
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Journal Article