DIF-LUT: A Simple Yet Scalable Approximation for Non-Linear Activation Function on FPGA. - Yang Liu 376; Xiaoming He; Jun Yu 010; Kun Wang 005 (FPL, 2023)

CSTrans-OPU: An FPGA-based Overlay Processor with Full Compilation for Transformer Networks via Sparsity Exploration. - Yueyin Bai; Keqing Zhao; Yang Liu 376; Hongji Wang; Hao Zhou 008; Xiaoxing Wu; Jun Yu 010; Kun Wang 005 (DAC, 2024)

SDAcc: A Stable Diffusion Accelerator on FPGA via Software-Hardware Co-Design. - Hao Zhou 008; Yang Liu 376; Hongji Wang; Enhao Tang; Shun Li; Yifan Zhang; Kun Wang 005 (FCCM, 2024)

Fitop-Trans: Maximizing Transformer Pipeline Efficiency through Fixed-Length Token Pruning on FPGA. - Kejia Shi; Manting Zhang; Keqing Zhao; Xiaoxing Wu; Yang Liu 376; Jun Yu 010; Kun Wang 005 (FPL, 2024)

TransLib: An Extensible Graph-Aware Library Framework for Automated Generation of Transformer Operators on FPGA. - Yang Liu 376; Tianchen Wang; Yuxuan Dong; Zexu Zhang; Shun Li; Jun Yu 010; Kun Wang 005 (ICCAD, 2024)

Deploying Diffusion Models with Scheduling Space Search and Memory Overflow Prevention Based on Graph Optimization. - Hao Zhou 008; Yang Liu 376; Hongji Wang; Enhao Tang; Shun Li; Yifan Zhang; Guohao Dai; Yongpan Liu; Kun Wang 005 (ASP-DAC, 2025)

D-GCN: A Dynamic Pruning Accelerator for Deep Graph Convolutional Networks with Hybrid Dataflow. - Shun Li; Hao Zhou 008; Enhao Tang; Yang Liu 376; Shidi Tang; Ming Ling (ACM Great Lakes Symposium on VLSI, 2025)