2 citations · 5 across the 6 of their papers we have counts for
6 papers
Simplicial Message Passing for Chemical Property Prediction
Hai Lan, Xian Wei
Recently, message-passing Neural networks (MPNN) provide a promising tool for dealing with molecular graphs and have achieved remarkable success in facilitating the discovery and m…
DuEqNet: Dual-Equivariance Network in Outdoor 3D Object Detection for Autonomous Driving
Xihao Wang, Jiaming Lei, Hai Lan +2
Outdoor 3D object detection has played an essential role in the environment perception of autonomous driving. In complicated traffic situations, precise object recognition provides…
Synthesizer Based Efficient Self-Attention for Vision Tasks
Guangyang Zhu, Jianfeng Zhang, Yuanzhi Feng +1
Self-attention module shows outstanding competence in capturing long-range relationships while enhancing performance on vision tasks, such as image classification and image caption…
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei, Yanhui Huang, Yangyu Xu +5
With the proliferation of mobile devices and the Internet of Things, deep learning models are increasingly deployed on devices with limited computing resources and memory, and are…
ViR:the Vision Reservoir
Xian Wei, Bin Wang, Mingsong Chen +7
The most recent year has witnessed the success of applying the Vision Transformer (ViT) for image classification. However, there are still evidences indicating that ViT often suffe…
Couplformer:Rethinking Vision Transformer with Coupling Attention Map
Hai Lan, Xihao Wang, Xian Wei
With the development of the self-attention mechanism, the Transformer model has demonstrated its outstanding performance in the computer vision domain. However, the massive computa…