MARCA: Mamba Accelerator with Reconfigurable Architecture. - Jinhao Li 006; Shan Huang 010; Jiaming Xu; Jun Liu 071; Li Ding 012; Ningyi Xu; Guohao Dai (ICCAD, 2024)

Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization. - Jinhao Li 006; Jiaming Xu; Shiyao Li; Shan Huang 010; Jun Liu 071; Yaoxiu Lian; Guohao Dai (ICCAD, 2024)

Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective. - Jinhao Li 006; Jiaming Xu; Shan Huang 010; Yonghua Chen; Wen Li; Jun Liu 071; Yaoxiu Lian; Jiayi Pan; Li Ding 012; Hao Zhou; Yu Wang 002; Guohao Dai (CoRR, 2024)

ViDA: Video Diffusion Transformer Acceleration with Differential Approximation and Adaptive Dataflow. - Li Ding 012; Jun Liu 071; Shan Huang 010; Guohao Dai (ASP-DAC, 2025)

LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration. - Shan Huang 010; Jinhao Li 006; Zhen Yu; Jiancai Ye; Jiaming Xu; Ningyi Xu; Guohao Dai (ASP-DAC, 2025)

DyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch. - Zhen Yu; Jinhao Li 006; Jiaming Xu; Shan Huang 010; Jiancai Ye; Ningyi Xu; Guohao Dai (DATE, 2025)

DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale. - Ziyang Zheng; Shan Huang 010; Jianyuan Zhong; Zhengyuan Shi; Guohao Dai; Ningyi Xu; Qiang Xu 001 (ICLR, 2025)

Speculative Decoding for Verilog: Speed and Quality, All in One. - Changran Xu; Yi Liu; Yunhao Zhou; Shan Huang 010; Ningyi Xu; Qiang Xu 001 (CoRR, 2025)

Enabling Efficient Sparse Multiplications on GPUs With Heuristic Adaptability. - Jiaming Xu; Shan Huang 010; Jinhao Li 006; Guyue Huang; Yuan Xie 001; Yu Wang 002; Guohao Dai (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)