3 papers
cs.CV2026
Boosting AI Reliability with an FSM-Driven Streaming Inference Pipeline: An Industrial Case
Yutian Zhang, Zhongyi Pei, Yi Mao +3
The widespread adoption of AI in industry is often hampered by its limited robustness when faced with scenarios absent from training data, leading to prediction bias and vulnerabil…
cs.HC2024
CSLens: Towards Better Deploying Charging Stations via Visual Analytics -- A Coupled Networks Perspective
Yutian Zhang, Liwen Xu, Shaocong Tao +3
In recent years, the global adoption of electric vehicles (EVs) has surged, prompting a corresponding rise in the installation of charging stations. This proliferation has undersco…
cs.HC2024
MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics
Yutian Zhang, Guohong Zheng, Zhiyuan Liu +2
The issue of traffic congestion poses a significant obstacle to the development of global cities. One promising solution to tackle this problem is intelligent traffic signal contro…