| 2025 | DAC | AttenPIM: Accelerating LLM Attention with Dual-mode GEMV in Processing-in-Memory. | Liyan Chen, Dongxu Lyu, Zhenyu Li, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2025 | DAC | KVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference. | Zhenyu Li, Dongxu Lyu, Gang Wang, Yuzhou Chen, Liyan Chen, Wenjie Li, Jianfei Jiang, Yanan Sun, Guanghui He |
| 2025 | DAC | BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning. | Gang Wang, Siqi Cai, Zhenyu Li, Wenjie Li, Dongxu Lyu, Yanan Sun, Jianfei Jiang, Guanghui He |
| 2025 | DATE | TAIL: Exploiting Temporal Asynchronous Execution for Efficient Spiking Neural Networks with Inter-Layer Parallelism. | Haomin Li, Fangxin Liu, Zongwu Wang, Dongxu Lyu, Shiyuan Huang, Ning Yang, Qi Sun, Zhuoran Song, Li Jiang |
| 2025 | DATE | HyperDyn: Dynamic Dimensional Masking for Efficient Hyper-Dimensional Computing. | Fangxin Liu, Haomin Li, Zongwu Wang, Dongxu Lyu, Li Jiang |
| 2025 | HPCA | AsyncDIMM: Achieving Asynchronous Execution in DIMM-Based Near-Memory Processing. | Liyan Chen, Dongxu Lyu, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2025 | ISCA | FATE: Boosting the Performance of Hyper-Dimensional Computing Intelligence with Flexible Numerical DAta TypE. | Haomin Li, Fangxin Liu, Yichi Chen, Zongwu Wang, Shiyuan Huang, Ning Yang, Dongxu Lyu, Li Jiang |
| 2024 | DAC | DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing. | Yansong Xu, Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Zilong Wang, Gang Wang, Zhican Wang, Haomin Li, Guanghui He |
| 2023 | DAC | FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling. | Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Ningyi Xu, Guanghui He |
| 2023 | ICCAD | SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing. | Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He |