Xi Jin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Singular Value Decomposition

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Qizhe Wu, Yuchen Gui, Zhichen Zeng, Xiaotian Wang, Huawen Liang, Xi Jin
EN-TensorCore: Advancing TensorCores Performance through Encoder-Based Methodology. CoRR (2024)
Qizhe Wu, Letian Zhao, Yuchen Gui, Huawen Liang, Xiaotian Wang, Xi Jin
Efficient Message Passing Architecture for GCN Training on HBM-based FPGAs with Orthogonal Topology On-Chip Networks. FPGA (2024)
Xiaotian Wang, Letian Zhao, Wei Wu, Xi Jin
MCANet: Multiscale Cross-Modality Attention Network for Multispectral Pedestrian Detection. MMM (1) (2023)
Shuang Xue, Huawei Liang, Qizhe Wu, Xi Jin
Scheduling Memory Access Optimization for HBM Based on CLOS. ICACT (2023)
Zerong He, Teng Tian, Qizhe Wu, Xi Jin
FTW-GAT: An FPGA-Based Accelerator for Graph Attention Networks With Ternary Weights. IEEE Trans. Circuits Syst. II Express Briefs 70 (11) (2023)
Ziqin Fan, Xi Jin
Degree-Aware Graph Neural Network Quantization. Entropy 25 (11) (2023)
Xiaotian Wang, Letian Zhao, Wei Wu, Xi Jin
Dynamic Neural Network Accelerator for Multispectral detection Based on FPGA. ICACT (2023)
Teng Tian, Xiaotian Wang, Letian Zhao, Wei Wu, Xuecang Zhang, Fangmin Lu, Tianqi Wang, Xi Jin
G-NMP: Accelerating Graph Neural Networks with DIMM-based Near-Memory Processing. J. Syst. Archit. 129 (2022)
Yuchen Gui, Boyi Wei, Wei Yuan, Xi Jin
Hardware Acceleration of Sampling Algorithms in Sample and Aggregate Graph Neural Networks. CoRR (2022)
Wei Wu, Letian Zhao, Qizhe Wu, Xiaotian Wang, Teng Tian, Xi Jin
An SSD-Based Accelerator for Singular Value Decomposition Recommendation Algorithm on Edge. HPEC (2022)
Wei Yuan, Teng Tian, Qizhe Wu, Xi Jin
QEGCN: An FPGA-based accelerator for quantized GCNs with edge-level parallelism. J. Syst. Archit. 129 (2022)
Letian Zhao, Qizhe Wu, Xiaotian Wang, Teng Tian, Wei Wu, Xi Jin
HuGraph: Acceleration of GCN Training on Heterogeneous FPGA Clusters with Quantization. HPEC (2022)
Letian Zhao, Rui Xu, Tianqi Wang, Teng Tian, Xiaotian Wang, Wei Wu, Chio-in Ieong, Xi Jin
BaPipe: Balanced Pipeline Parallelism for DNN Training. Parallel Process. Lett. 32 (3&4) (2022)
Teng Tian, Letian Zhao, Xiaotian Wang, Qizhe Wu, Wei Yuan, Xi Jin
FP-GNN: Adaptive FPGA accelerator for Graph Neural Networks. Future Gener. Comput. Syst. 136 (2022)
Xiaotian Wang, Teng Tian, Letian Zhao, Wei Wu, Xi Jin
Exploration of Balanced Design in Resource-Constrained Edge Device for Efficient CNNs. IEEE Trans. Circuits Syst. II Express Briefs 69 (11) (2022)
Wei Yuan, Teng Tian, Huawen Liang, Xi Jin
A Gather Accelerator for GNNs on FPGA Platform. ICPADS (2021)
Jie Wang, Xi Jin, Wei Wu
TB-DNN: A Thin Binarized Deep Neural Network with High Accuracy. ICACT (2020)
Pengfei Yang, Daolu Zha, Xi Jin
A pipelined division for fixed operation using user-defined floating point. ICACT (2018)
Shuaizhi Guo, Linlin Zheng, Xi Jin
Accelerating a radio astronomy correlator on FPGA. ICACT (2018)