HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
Published in IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2023
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization: Late Breaking Results
Published in 59th ACM/IEEE Design Automation Conference, 2022
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization
Published in ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2022
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
Published in AAAI Conference on Artificial Intelligence, 2021
Journal Articles
Hardware-Friendly 3-D CNN Acceleration With Balanced Kernel Group Sparsity
Published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024