4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.CV2022
CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance
Tianchen Zhao, Niansong Zhang, Xuefei Ning +3
Transformers have gained much attention by outperforming convolutional neural networks in many 2D vision tasks. However, they are known to have generalization problems and rely on…
cs.NE2020★ 4 cited
aw_nas: A Modularized and Extensible NAS framework
Xuefei Ning, Changcheng Tang, Wenshuo Li +7
Neural Architecture Search (NAS) has received extensive attention due to its capability to discover neural network architectures in an automated manner. aw_nas is an open-source Py…
cs.AR2020
RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays using Evolutionary Algorithms
Niansong Zhang, Xiang Chen, Nachiket Kapre
Evolutionary algorithms can outperform conventional placement algorithms such as simulated annealing, analytical placement as well as manual placement on metrics such as runtime, w…