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Changhong Lu

3 accepted papers

2025

Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape

NeurIPS 2025poster

Langevin Dynamics (LD) and its discrete proposal have been widely applied in the field of Combinatorial Optimization (CO). Both sampling-based and data-driven approaches have benefited significantly from these methods. However, LD's reliance on Gaussian noise limits its ability to escape narrow loca…

Cited by 0SourceScholar
2025

SkyRover: A Modular Simulator for Cross-Domain Pathfinding

IJCAI 2025

Unmanned Aerial Vehicles (UAVs) and Automated Guided Vehicles (AGVs) increasingly collaborate in logistics, surveillance, inspection tasks and etc. However, existing simulators often focus on a single domain, limiting cross-domain study. This paper presents the SkyRover, a modular simulator for UAV-

2023

Explicit Invariant Feature Induced Cross-Domain Crowd Counting

AAAI 2023technical

Cross-domain crowd counting has shown progressively improved performance. However, most methods fail to explicitly consider the transferability of different features between source and target domains. In this paper, we propose an innovative explicit Invariant Feature induced Cross-domain Knowledge T…