I am a second-year PhD student in the Department of Computer Science, Aarhus University, advised by Panagiotis Karras. I received my Master's degree in Computer Science from the University of Macau, supervised by Leong Hou U in IOTSC lab . Email: wenyuema[at]cs[dot]au[dot]dk Interests: Graph Mining, Graph Representation, Fairness, Influence Spreading
Wenyue Ma 马文越 ｜ CS PhD Student CV github

Research

*represents author order is alphabetical order of last name

Optimally Interpolating between Ex-Ante Fairness and Welfare *

Mikael Møller Høgsgaard, Panagiotis Karras, Wenyue Ma, Nidhi Rathi, Chris Schwiegelshohn [code]

Summary: In this work, we consider ex-ante notions of fairness; popular examples include the randomized round-robin algorithm and sortition mechanism. We propose a general framework to systematically study the interpolation between fairness and welfare goals in a multi-criteria setting.

Under Submission (2023)

Revisiting in Influence Maximization

Wenyue Ma, Maximilian Egger, Andreas Pavlogiannis, Panagiotis Karras [code]

Summary: How can we ensure an information dissemination campaign reaches all segments of society? Past research has proposed heuristics tailored to this objective, which, however, fail when the promotion budget is low. In this paper, we propose novel reachability-based heuristics that cater to low-budget settings.

Under Submission (2022)

Teaching

TA for Database - 2023 spring

TA for Data Mining - 2022 spring