Dongxu Lyu

According to our database, Dongxu Lyu authored at least 20 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

OFQ-LLM: Outlier-Flexing Quantization for Efficient Low-Bit Large Language Model Acceleration.

Gang Wang, Siqi Cai, Wenjie Li, Dongxu Lyu, Guanghui He

IEEE Trans. Circuits Syst. I Regul. Pap., August, 2025

Bridge-NDP: Efficient Communication-Computation Overlap in Near Data Processing System.

Liyan Chen, Pengyu Liu, Dongxu Lyu, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., August, 2025

An Efficient Multi-View Cross-Attention Accelerator for Vision-Centric 3D Perception in Autonomous Driving.

Dongxu Lyu, Zhenyu Li, Yansong Xu, Gang Wang, Wenjie Li, Yuzhou Chen, Liyan Chen, Weifeng He, Guanghui He

IEEE Trans. Circuits Syst. I Regul. Pap., July, 2025

Neural Rendering Acceleration With Deferred Neural Decoding and Voxel-Centric Data Flow.

Yuzhou Chen, Zhenyu Li, Dongxu Lyu, Yansong Xu, Guanghui He

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2025

Efficient Hardware Architecture Design for Rotary Position Embedding of Large Language Models.

Wenjie Li, Gang Wang, Dongxu Lyu, Ningyi Xu, Guanghui He

IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2025

Adaptive Two-Range Quantization and Hardware Co-Design for Large Language Model Acceleration.

Siqi Cai, Gang Wang, Wenjie Li, Dongxu Lyu, Guanghui He

IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2025

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

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

AsyncDIMM: Achieving Asynchronous Execution in DIMM-Based Near-Memory Processing.

Liyan Chen, Dongxu Lyu, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

HyperDyn: Dynamic Dimensional Masking for Efficient Hyper-Dimensional Computing.

Fangxin Liu, Haomin Li, Zongwu Wang, Dongxu Lyu, Li Jiang

Proceedings of the Design, Automation & Test in Europe Conference, 2025

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

Proceedings of the Design, Automation & Test in Europe Conference, 2025

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

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

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

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

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

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

M2M: A Fine-Grained Mapping Framework to Accelerate Multiple DNNs on a Multi-Chiplet Architecture.

Jinming Zhang, Xuyan Wang, Yaoyao Ye, Dongxu Lyu, Guojie Xiong, Ningyi Xu, Yong Lian, Guanghui He

IEEE Trans. Very Large Scale Integr. Syst., October, 2024

BSViT: A Bit-Serial Vision Transformer Accelerator Exploiting Dynamic Patch and Weight Bit-Group Quantization.

Gang Wang, Siqi Cai, Wenjie Li, Dongxu Lyu, Guanghui He

IEEE Trans. Circuits Syst. I Regul. Pap., September, 2024

A Broad-Spectrum and High-Throughput Compression Engine for Neural Network Processors.

Yuzhou Chen, Jinming Zhang, Dongxu Lyu, Zhenyu Li, Guanghui He

IEEE Trans. Circuits Syst. II Express Briefs, July, 2024

Hardware-oriented algorithms for softmax and layer normalization of large language models.

Wenjie Li, Dongxu Lyu, Gang Wang, Aokun Hu, Ningyi Xu, Guanghui He

Sci. China Inf. Sci., 2024

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

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

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

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling.

Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Ningyi Xu, Guanghui He

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023