101 citations · 107 across the 2 of their papers we have counts for
3 papers
cs.IR2022★ 101 cited
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning
Juntao Tan, Shijie Geng, Zuohui Fu +4
Structural data well exists in Web applications, such as social networks in social media, citation networks in academic websites, and threads data in online forums. Due to the comp…
cs.CL2021★ 6 cited
Counterfactual Evaluation for Explainable AI
Yingqiang Ge, Shuchang Liu, Zelong Li +6
While recent years have witnessed the emergence of various explainable methods in machine learning, to what degree the explanations really represent the reasoning process behind th…
cs.CV2020
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs
Juntao Tan, Changkyu Song, Abdeslam Boularias
This paper presents a new self-supervised system for learning to detect novel and previously unseen categories of objects in images. The proposed system receives as input several u…