31 citations · 68 across the 5 of their papers we have counts for
5 papers
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations
Qingfa Xiao, Shuangyin Li, Lei Chen
The enhancement of unsupervised learning of sentence representations has been significantly achieved by the utility of contrastive learning. This approach clusters the augmented po…
Neural-FEBI: Accurate Function Identification in Ethereum Virtual Machine Bytecode
Jiahao He, Shuangyin Li, Xinming Wang +3
Millions of smart contracts have been deployed onto the Ethereum platform, posing potential attack subjects. Therefore, analyzing contract binaries is vital since their sources are…
Incorporating GAN for Negative Sampling in Knowledge Representation Learning
Peifeng Wang, Shuangyin Li, Rong pan
Knowledge representation learning aims at modeling knowledge graph by encoding entities and relations into a low dimensional space. Most of the traditional works for knowledge embe…
Personalizing a Dialogue System with Transfer Reinforcement Learning
Kaixiang Mo, Shuangyin Li, Yu Zhang +2
It is difficult to train a personalized task-oriented dialogue system because the data collected from each individual is often insufficient. Personalized dialogue systems trained o…
Tag-Weighted Topic Model For Large-scale Semi-Structured Documents
Shuangyin Li, Jiefei Li, Guan Huang +2
To date, there have been massive Semi-Structured Documents (SSDs) during the evolution of the Internet. These SSDs contain both unstructured features (e.g., plain text) and metadat…