1 code implementation • 5 Mar 2024 • Zhenyu Zhang, Runjin Chen, Shiwei Liu, Zhewei Yao, Olatunji Ruwase, Beidi Chen, Xiaoxia Wu, Zhangyang Wang
To address this problem, this paper introduces Multi-scale Positional Encoding (Ms-PoE) which is a simple yet effective plug-and-play approach to enhance the capacity of LLMs to handle the relevant information located in the middle of the context, without fine-tuning or introducing any additional overhead.
2 code implementations • 13 Feb 2024 • Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang
Graph Neural Networks (GNNs) have empowered the advance in graph-structured data analysis.
no code implementations • ICCV 2019 • Runjin Chen, Hao Chen, Ge Huang, Jie Ren, Quanshi Zhang
This paper presents a method to explain the knowledge encoded in a convolutional neural network (CNN) quantitatively and semantically.