Gang Wang

16 papers A* 5Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Two-Range Quantization and Hardware Co-Design for Large Language Model Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Siqi Cai, Gang Wang, Wenjie Li, Dongxu Lyu, Guanghui He
2025 J jnl
An Efficient Multi-View Cross-Attention Accelerator for Vision-Centric 3D Perception in Autonomous Driving.
IEEE Trans. Circuits Syst. I Regul. Pap.
Dongxu Lyu, Zhenyu Li, Yansong Xu, Gang Wang, Wenjie Li, Yuzhou Chen, Liyan Chen, Weifeng He, Guanghui He
2025 A* conf
BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning.
DAC
Gang Wang, Siqi Cai, Zhenyu Li, Wenjie Li, Dongxu Lyu, Yanan Sun, Jianfei Jiang, Guanghui He
2025 J jnl
COSA Plus: Enhanced Co-Operative Systolic Arrays for Attention Mechanism in Transformers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhican Wang, Gang Wang, Guanghui He
2025 J jnl
Efficient Hardware Architecture Design for Rotary Position Embedding of Large Language Models.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Wenjie Li, Gang Wang, Dongxu Lyu, Ningyi Xu, Guanghui He
2025 A* conf
KVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference.
DAC
Zhenyu Li, Dongxu Lyu, Gang Wang, Yuzhou Chen, Liyan Chen, Wenjie Li, Jianfei Jiang, Yanan Sun, Guanghui He
2025 J jnl
OFQ-LLM: Outlier-Flexing Quantization for Efficient Low-Bit Large Language Model Acceleration.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gang Wang, Siqi Cai, Wenjie Li, Dongxu Lyu, Guanghui He
2025 A* conf
VEDA: Efficient LLM Generation Through Voting-based KV Cache Eviction and Dataflow-flexible Accelerator.
DAC
Zhican Wang, Hongxiang Fan, Haroon Waris, Gang Wang, Zhenyu Li, Jianfei Jiang, Yanan Sun, Guanghui He
2025 J jnl
VEDA: Efficient LLM Generation Through Voting-based KV Cache Eviction and Dataflow-flexible Accelerator.
CoRR
Zhican Wang, Hongxiang Fan, Haroon Waris, Gang Wang, Zhenyu Li, Jianfei Jiang, Yanan Sun, Guanghui He
2024 J jnl
BSViT: A Bit-Serial Vision Transformer Accelerator Exploiting Dynamic Patch and Weight Bit-Group Quantization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gang Wang, Siqi Cai, Wenjie Li, Dongxu Lyu, Guanghui He
2024 A* conf
DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.
DAC
Yansong Xu, Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Zilong Wang, Gang Wang, Zhican Wang, Haomin Li, Guanghui He
2024 J jnl
DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.
CoRR
Yansong Xu, Dongxu Lyu, Zhenyu Li, Zilong Wang, Yuzhou Chen, Gang Wang, Zhican Wang, Haomin Li, Guanghui He
2024 J jnl
Hardware-oriented algorithms for softmax and layer normalization of large language models.
Sci. China Inf. Sci.
Wenjie Li, Dongxu Lyu, Gang Wang, Aokun Hu, Ningyi Xu, Guanghui He
2023 A* conf
COSA:Co-Operative Systolic Arrays for Multi-head Attention Mechanism in Neural Network using Hybrid Data Reuse and Fusion Methodologies.
DAC
Zhican Wang, Gang Wang, Honglan Jiang, Ningyi Xu, Guanghui He
2023 J jnl
Low-Complexity Precision-Scalable Multiply-Accumulate Unit Architectures for Deep Neural Network Accelerators.
IEEE Trans. Circuits Syst. II Express Briefs
Wenjie Li, Aokun Hu, Gang Wang, Ningyi Xu, Guanghui He
2019 — conf
Static Block Floating-Point Quantization for Convolutional Neural Networks on FPGA.
FPT
Hongxiang Fan, Gang Wang, Martin Ferianc, Xinyu Niu, Wayne Luk