Yuen-Man Pun — accepted AI-conference papers

2026

Solving the Offline and Online Min-Max Problem of Non-smooth Submodular-Concave Functions: A Zeroth-Order Approach

Amir Ali Farzin, Yuen-Man Pun, Philipp Braun, Tyler Summers, Iman Shames

ICML 2026poster

We consider max-min and min-max problems with objective functions that are possibly non-smooth, submodular with respect to the minimiser and concave with respect to the maximiser. We investigate the performance of a zeroth-order method applied to this problem. The method is based on the subgradient …

Cited by 2 Source ↗Scholar ↗

2023

Projected Tensor Power Method for Hypergraph Community Recovery

Jinxin Wang, Yuen-Man Pun, Xiaolu Wang, Peng Wang, Anthony Man-Cho So

ICML 2023poster

This paper investigates the problem of exact community recovery in the symmetric $d$-uniform $(d \geq 2)$ hypergraph stochastic block model ($d$-HSBM). In this model, a $d$-uniform hypergraph with $n$ nodes is generated by first partitioning the $n$ nodes into $K\geq 2$ equal-sized disjoint communit…

Cited by 7 Source ↗PDF ↗Scholar ↗