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20242026
most citedLight the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving

2 citations · 7 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CV2026★ 2 cited

Vision-Language Assistant for Emotional Reactions to Risky Driving

Harine Choi, Eun Hak Lee, Zhengzhong Tu

This study introduces a vision-language pipeline that detects risky driving behaviors and generates emotionally expressive responses to support driver awareness and comfort. Althou…

cs.CV2026

A Physics-Grounded Benchmark for Multi-Agent Dynamics in World Models

Nuo Chen, Lulin Liu, Zihao Li +12

Generative world models hold immense promise as scalable simulators for autonomous systems, particularly for synthesizing rare but safety-critical multi-agent interactions, such as…

cs.AI2026

Neuro-Symbolic Drive: Rule-Grounded Faithful Reasoning for Driving VLAs

Xiangbo Gao, Xiukun Huang, Boyu Lu +5

Driving VLA models incorporating Chain-of-Thought (CoT) reasoning are attractive because they leverage pretrained VLM representations and expose intermediate decisions in natural l…

cs.CV2026

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

Yifan Yang, Wenjing Gong, Kaili Zhang +5

Due to the increasing frequency and intensity of extreme climate events, there is a clear demand for intelligent, scalable, and autonomous approaches to disaster damage assessment.…

cs.CV2026

Beyond Thinking: Imagining in 360 for Humanoid Visual Search

Jingdong Zhang, Yizhou Wang, Zhengzhong Tu +3

Humanoid Visual Search (HVS) requires agents to actively explore immersive 360 environments. While prior methods treat this as a monolithic task relying on cumulative, mult…

cs.RO2026

NavTrust: Benchmarking Trustworthiness for Embodied Navigation

Huaide Jiang, Yash Chaudhary, Yuping Wang +8

There are two major categories of embodied navigation: Vision-Language Navigation (VLN), where agents navigate by following natural language instructions; and Object-Goal Navigatio…