| 2025 | HPCA | Exploring the Performance Improvement of Tensor Processing Engines through Transformation in the Bit-weight Dimension of MACs. | Qizhe Wu, Huawen Liang, Yuchen Gui, Zhichen Zeng, Zerong He, Linfeng Tao, Xiaotian Wang, Letian Zhao, Zhaoxi Zeng, Wei Yuan, Wei Wu, Xi Jin |
| 2025 | ICCD | SageSC: Accelerating GraphSAGE Minibatch Inference on Memory-Intensive Graphs. | Yuchen Gui, Wei Yuan, Qizhe Wu, Huawen Liang, Letian Zhao, Linfeng Tao, Zhongguang Xu, Xi Jin |
| 2025 | MICRO | MHE-TPE: Multi-Operand High-Radix Encoder for Mixed-Precision Fixed-Point Tensor Processing Engines. | Qizhe Wu, Jinyi Zhou, Zhanhe Hu, Zhichen Zeng, Huawen Liang, Jiuru Zhu, Linfeng Tao, Xin Zhang, Zekang Cheng, Letian Zhao, Wei Yuan, Xiaotian Wang, Xi Jin |
| 2024 | FPGA | Efficient Message Passing Architecture for GCN Training on HBM-based FPGAs with Orthogonal Topology On-Chip Networks. | Qizhe Wu, Letian Zhao, Yuchen Gui, Huawen Liang, Xiaotian Wang, Xi Jin |
| 2023 | MMM | MCANet: Multiscale Cross-Modality Attention Network for Multispectral Pedestrian Detection. | Xiaotian Wang, Letian Zhao, Wei Wu, Xi Jin |
| 2020 | DATE | Exploration of Memory Access Optimization for FPGA-based 3D CNN Accelerator. | Teng Tian, Xi Jin, Letian Zhao, Xiaotian Wang, Jie Wang, Wei Wu |