| 2026 | ISCAS | 3D-TANoC: Thermal-Aware 3D LLM Accelerator with Hierarchical NoC and Operator-Aware Dataflow Mapping Strategy. | Yuan Song, Xingyu Xu, Dengke Liu, Zihan Zou, Xilong Kang, Hui Kou, Hao Cai, Bo Liu |
| 2025 | ASPDAC | TWDP: A Vision Transformer Accelerator with Token-Weight Dual-Pruning Strategy for Edge Device Deployment. | Guang Yang, Xinming Yan, Hui Kou, Zihan Zou, Qingwen Wei, Hao Cai, Bo Liu |
| 2025 | DAC | OutlierCIM: Outlier-Aware Digital CIM-Based LLM Accelerator with Hybrid-Strategy Quantization and Unified FP-INT Computation. | Zihan Zou, Shikuang Chen, Chen Zhang, Xing Wang, Zhichao Liu, Haoran Du, Xin Si, Hao Cai, Bo Liu |
| 2025 | ICCAD | SparCIM: A Heterogeneous CIM-Based Accelerator for Large Language Models with Contextual and Unstructured Bit Sparsity. | Xingyu Xu, Yuan Song, Bo Hu, Peng Zheng, Zihan Zou, Xin Si, Bo Liu |
| 2025 | MICRO | S-DMA: Sparse Diffusion Models Acceleration via Spatiality-Aware Prediction and Dimension-Adaptive Dataflow. | Zihan Zou, Xinming Yan, Shun Zhang, Peng Zheng, Guang Yang, Hao Cai, Bo Liu |
| 2024 | DAC | FDCA: Fine-grained Digital-CIM based CNN Accelerator with Hybrid Quantization and Weight-Stationary Dataflow. | Bo Liu, Qingwen Wei, Yang Zhang, Xingyu Xu, Zihan Zou, Xinxiang Huang, Xin Si, Hao Cai |
| 2024 | ISCAS | Live Demonstration: A Target-Separable BWN Inspired Speech Recognition Processor with Low-power Precision-adaptive Approximate Computing. | Chenjie Xia, Xuanhao Zhang, Zihan Zou, Hao Cai, Bo Liu |