2.4k citations · 4.3k across the 35 of their papers we have counts for
6 papers · 1 filter
Beyond News Contents: The Role of Social Context for Fake News Detection
Kai Shu, Suhang Wang, Huan Liu
Social media is becoming popular for news consumption due to its fast dissemination, easy access, and low cost. However, it also enables the wide propagation of fake news, i.e., ne…
Signed Node Relevance Measurements
Tyler Derr, Chenxing Wang, Suhang Wang +1
In this paper, we perform the initial and comprehensive study on the problem of measuring node relevance on signed social networks. We design numerous relevance measurements for si…
Preserving Local and Global Information for Network Embedding
Yao Ma, Suhang Wang, ZhaoChun Ren +2
Networks such as social networks, airplane networks, and citation networks are ubiquitous. The adjacency matrix is often adopted to represent a network, which is usually high dimen…
Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications
Fred Morstatter, Kai Shu, Suhang Wang +1
Most social media platforms are largely based on text, and users often write posts to describe where they are, what they are seeing, and how they are feeling. Because written text…
Fake News Detection on Social Media: A Data Mining Perspective
Kai Shu, Amy Sliva, Suhang Wang +2
Social media for news consumption is a double-edged sword. On the one hand, its low cost, easy access, and rapid dissemination of information lead people to seek out and consume ne…
Disentangled Variational Auto-Encoder for Semi-supervised Learning
Yang Li, Quan Pan, Suhang Wang +3
Semi-supervised learning is attracting increasing attention due to the fact that datasets of many domains lack enough labeled data. Variational Auto-Encoder (VAE), in particular, h…