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Mingyuan Li

4 accepted papers

2025

CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors

NeurIPS 2025poster

Prohibited item detection based on X-ray images is one of the most effective security inspection methods. However, the foreground-background feature coupling caused by the overlapping phenomenon specific to X-ray images makes general detectors designed for natural images perform poorly. To address t…

Cited by 0SourcecodeScholar
2025

RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control

ICML 2025poster

Reinforcement Learning (RL) optimizes Traffic Signal Control (TSC) to reduce congestion and emissions, but real-world TSC systems face challenges like adversarial attacks and missing data, leading to incorrect signal decisions and increased congestion. Existing methods, limited to offline data predi…

Cited by 0SourcePDFScholar
2024

LIKO: LiDAR, Inertial, and Kinematic Odometry for Bipedal Robots

ICRA 2024poster

High-frequency and accurate state estimation is crucial for biped robots. This paper presents a tightly-coupled LiDAR-Inertial-Kinematic Odometry (LIKO) for biped robot state estimation based on an iterated extended Kalman filter. Beyond state estimation, the foot contact position is also modeled an…

Cited by 2SourcecodeScholar