Gang Wang - RankMe

16 papers A* 5Journal 10Unranked 1

Year	Rank	Type	Title / 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