most citedDriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models

1 citations · 3 across the 6 of their papers we have counts for

collaborators

6 papers

cs.RO2025

CoInfra: A Large-Scale Cooperative Infrastructure Perception System and Dataset for Vehicle-Infrastructure Cooperation in Adverse Weather

Minghao Ning, Yufeng Yang, Keqi Shu +10

Vehicle-infrastructure (V2I) cooperative perception can substantially extend the range, coverage, and robustness of autonomous driving systems beyond the limits of onboard-only sen…

cs.RO2025

Real-World Deployment of Cloud-based Autonomous Mobility Systems for Outdoor and Indoor Environments

Yufeng Yang, Minghao Ning, Keqi Shu +3

Autonomous mobility systems increasingly operate in dense and dynamic environments where perception occlusions, limited sensing coverage, and multi-agent interactions pose major ch…

cs.RO2025★ 1 cited

DriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models

Shucheng Huang, Freda Shi, Chen Sun +6

Human drivers possess spatial and causal intelligence, enabling them to perceive driving scenarios, anticipate hazards, and react to dynamic environments. In contrast, autonomous v…

cs.RO2025

SAP-CoPE: Social-Aware Planning using Cooperative Pose Estimation with Infrastructure Sensor Nodes

Minghao Ning, Yufeng Yang, Shucheng Huang +5

Autonomous mobile robots must operate smoothly in human-populated indoor environments, where onboard-only sensing suffers from limited perception range and occlusions, and socially…

cs.CV2024★ 1 cited

Enhancing Indoor Mobility with Connected Sensor Nodes: A Real-Time, Delay-Aware Cooperative Perception Approach

Minghao Ning, Yaodong Cui, Yufeng Yang +5

This paper presents a novel real-time, delay-aware cooperative perception system designed for intelligent mobility platforms operating in dynamic indoor environments. The system co…

cs.RO2024★ 1 cited

Intelligent Mobility System with Integrated Motion Planning and Control Utilizing Infrastructure Sensor Nodes

Yufeng Yang, Minghao Ning, Shucheng Huang +2

This paper introduces a framework for an indoor autonomous mobility system that can perform patient transfers and materials handling. Unlike traditional systems that rely on onboar…