← Search

Lingxuan Kong

3 accepted papers

2026

Discrete Survival Knowledge Distillation for Competing Risks Analysis

ICML 2026poster

Accurate prediction in survival analysis with competing risks is challenged by rare event rates and limited effective sample sizes. Knowledge distillation offers a promising way to transfer information from an external teacher to improve a local student, but existing methods are overwhelmingly devel…

Cited by 0SourceScholar
2021

Distributed Event- and Self-Triggered Coverage Control with Speed Constrained Unicycle Robots

IROS 2021poster

Voronoi coverage control is a particular problem of importance in the area of multi-robot systems, which considers a network of multiple autonomous robots, tasked with optimally covering a large area. This is a common task for fleets of fixed-wing Unmanned Aerial Vehicles (UAVs), which are described…

Cited by 5SourceScholar
2019

Range-limited, Distributed Algorithms on Higher-Order Voronoi Partitions in Multi-Robot Systems

IROS 2019poster

This paper studies the problem of distributed computation of higher order Voronoi partition over a bounded region by a group of robots with both range-limited visibility sensors and communication devices. We model the sensing and communication capabilities by discs with limited radius. Motivated by…

Cited by 5SourceScholar