activity
20212024
most citedDoes GNN Pretraining Help Molecular Representation?

19 citations · 37 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CR2024

The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns

Zewei Shi, Ruoxi Sun, Jieshan Chen +2

Deceptive patterns are design practices embedded in digital platforms to manipulate users, representing a widespread and long-standing issue in the web and mobile software developm…

cs.AI2023

RAI4IoE: Responsible AI for Enabling the Internet of Energy

Minhui Xue, Surya Nepal, Ling Liu +5

This paper plans to develop an Equitable and Responsible AI framework with enabling techniques and algorithms for the Internet of Energy (IoE), in short, RAI4IoE. The energy sector…

cs.CR202313 cited

Not Seen, Not Heard in the Digital World! Measuring Privacy Practices in Children's Apps

Ruoxi Sun, Minhui Xue, Gareth Tyson +3

The digital age has brought a world of opportunity to children. Connectivity can be a game-changer for some of the world's most marginalized children. However, while legislatures a…

cs.AI2023

Neural Spline Search for Quantile Probabilistic Modeling

Ruoxi Sun, Chun-Liang Li, Sercan O. Arik +3

Accurate estimation of output quantiles is crucial in many use cases, where it is desired to model the range of possibility. Modeling target distribution at arbitrary quantile leve…

cs.LG202219 cited

Does GNN Pretraining Help Molecular Representation?

Ruoxi Sun, Hanjun Dai, Adams Wei Yu

Extracting informative representations of molecules using Graph neural networks (GNNs) is crucial in AI-driven drug discovery. Recently, the graph research community has been tryin…

cs.CR2021

Statically Detecting Adversarial Malware through Randomised Chaining

Matthew Crawford, Wei Wang, Ruoxi Sun +1

With the rapid growth of malware attacks, more antivirus developers consider deploying machine learning technologies into their productions. Researchers and developers published va…