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20212026
most citedA Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions

56 citations · 213 across the 61 of their papers we have counts for

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5 papers · 1 filter

cs.RO2026

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform

Yu Shang, Yinzhou Tang, Yiding Ma +26

World models have emerged as a central paradigm for embodied intelligence, enabling agents to predict action-conditioned future and reason about environmental dynamics. However, ex…

cs.RO2026

Aerial World Model for Long-horizon Visual Generation and Navigation in 3D Space

Weichen Zhang, Peizhi Tang, Xin Zeng +12

Unmanned aerial vehicles (UAVs) have emerged as powerful embodied agents. One of the core abilities is autonomous navigation in large-scale three-dimensional environments. Existing…

cs.RO2025

U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks

Tongtong Feng, Xin Wang, Feilin Han +2

Swarm UAV autonomous flight for Embodied Long-Horizon (ELH) tasks is crucial for advancing the low-altitude economy. However, existing methods focus only on specific basic tasks du…

cs.RO2025

EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks

Tongtong Feng, Xin Wang, Zekai Zhou +5

Completing Long-Horizon (LH) tasks in open-ended worlds is an important yet difficult problem for embodied agents. Existing approaches suffer from two key challenges: (1) they heav…

cs.RO2024★ 19 cited

U2UData: A Large-scale Cooperative Perception Dataset for Swarm UAVs Autonomous Flight

Tongtong Feng, Xin Wang, Feilin Han +2

Modern perception systems for autonomous flight are sensitive to occlusion and have limited long-range capability, which is a key bottleneck in improving low-altitude economic task…