Search Results for author: Shaowen Wang

Found 5 papers, 4 papers with code

LoRA-GA: Low-Rank Adaptation with Gradient Approximation

1 code implementation6 Jul 2024 Shaowen Wang, Linxi Yu, Jian Li

In particular, we introduce a novel initialization method, LoRA-GA (Low Rank Adaptation with Gradient Approximation), which aligns the gradients of low-rank matrix product with those of full fine-tuning at the first step.


Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates

no code implementations11 Oct 2023 Jimeng Shi, Vitalii Stebliankin, Zhaonan Wang, Shaowen Wang, Giri Narasimhan

In this paper, we propose a Flood prediction tool using Graph Transformer Network (FloodGTN) for river systems.


DAPnet: A Double Self-attention Convolutional Network for Point Cloud Semantic Labeling

1 code implementation18 Apr 2020 Li Chen, Zewei Xu, Yongjian Fu, Haozhe Huang, Shaowen Wang, Haifeng Li

The incorporation of the double self-attention module has an average of 7\% improvement on the pre-class accuracy.

Raw-to-End Name Entity Recognition in Social Media

1 code implementation14 Aug 2019 Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han

Our model neither requires the conversion from character sequences to word sequences, nor assumes tokenizer can correctly detect all word boundaries.

named-entity-recognition Named Entity Recognition +1

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