6 citations · 8 across the 4 of their papers we have counts for
5 papers
Bounded Dynamic Level Maintenance for Efficient Logic Optimization
Junfeng Liu, Qinghua Zhao, Liwei Ni +5
Logic optimization constitutes a critical phase within the Electronic Design Automation (EDA) flow, essential for achieving desired circuit power, performance, and area (PPA) targe…
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
Shuai Ma, Jian-wei Liu, Xin Zuo
graph neural networks (GNNs) are the dominant paradigm for modeling and handling graph structure data by learning universal node representation. The traditional way of training GNN…
Ered: Enhanced Text Representations with Entities and Descriptions
Qinghua Zhao, Shuai Ma, Yuxuan Lei
External knowledge,e.g., entities and entity descriptions, can help humans understand texts. Many works have been explored to include external knowledge in the pre-trained models.…
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis
Qinghua Zhao, Shuai Ma
In this paper, we study sentiment analysis task where the outcomes are mainly contributed by a few key elements of the inputs. Motivated by the two-streams hypothesis, we propose a…
KESA: A Knowledge Enhanced Approach For Sentiment Analysis
Qinghua Zhao, Shuai Ma, Shuo Ren
Though some recent works focus on injecting sentiment knowledge into pre-trained language models, they usually design mask and reconstruction tasks in the post-training phase. In t…