Selected Publications

Authors: Yuechen Lu, Lijie Zeng, Tengcheng Wang, Xu Fu, Wenxuan Li, Helin Cheng, Dechuang Yang, Zhou Jin, Marc Casas, Weifeng Liu

Title: AmgT: Algebraic Multigrid Solver on Tensor Cores

Venue: 37th International Conference for High Performance Computing, Networking, Storage, and Analysis (SC '24)

Year: 2024

[PDF] [Slides] [DOI] [Bibtex] [Code]

Authors: Dechuang Yang, Yuxuan Zhao, Yiduo Niu, Weile Jia, En Shao, Weifeng Liu, Guangming Tan, Zhou Jin

Title: Mille-feuille: A Tile-Grained Mixed Precision Single-Kernel Conjugate Gradient Solver on GPUs

Venue: 37th International Conference for High Performance Computing, Networking, Storage, and Analysis (SC '24)

Year: 2024

[PDF] [Slides] [DOI] [Bibtex] [Code]

Authors: Mingjia Fan, Xiaoming Chen, Dechuang Yang, Zhou Jin, Weifeng Liu

Title: ReCG: ReRAM-Accelerated Sparse Conjugate Gradient

Venue: 61st ACM/IEEE Design Automation Conference (DAC '24)

Year: 2024

[PDF] [Slides] [DOI] [Bibtex] [Code]

Authors: Yinuo Bai, Enxin Yi, Wei Xing, Bei Yu, Zhou Jin

Title: Unleashing the Potential of AQFP Logic Placement via Entanglement Entropy and Projection

Venue: 61st ACM/IEEE Design Automation Conference (DAC '24)

Year: 2024

[PDF] [Slides] [DOI] [Bibtex] [Code]

Authors: Chenxi Li, Boyuan Zhang, Yongqiang Duan, Yang Li, Zuochang Ye, Weifeng Liu, Dingwen Tao, Zhou Jin

Title: MASC: A Memory-Efficient Adjoint Sensitivity Analysis through Compression Using Novel Spatiotemporal Prediction

Venue: 61st ACM/IEEE Design Automation Conference (DAC '24)

Year: 2024

[PDF] [Slides] [DOI] [Bibtex] [Code]

Authors: Mingyue Wang, Yuanqing Cheng, Yage Lin, Kelin Peng, Shunchuan Yang, Zhou Jin, Wei Xing

Title: MAUnet: Multiscale Attention U-Net for Effective IR Drop Prediction

Venue: 61st ACM/IEEE Design Automation Conference (DAC '24)

Year: 2024

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Authors: Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian

Title: Adaptive Auto-tuning Framework for Global Exploration of Stencil Optimization on GPUs

Venue: IEEE Transactions on Parallel and Distributed Systems (TPDS)

Year: 2024

[PDF] [DOI] [Bibtex] [Code]