Chen — accepted AI-conference papers

2026

PSBench: Editing Image via GUI Agents in Photoshop

Yinuo Zhang, Zian Cheng, Ziya Zhao, Zongyu Li, Bingshuo Liu, Qingbin Liu +6

ICML 2026poster

Photoshop is a professional image editing software whose complex multi-level menus, fine-grained operations, and layer-based non-destructive editing pose substantial challenges for automated agents. Existing GUI benchmarks and methods primarily target web interfaces and short-horizon, low-complexity…

Cited by 0 Source ↗Scholar ↗

2026

TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis

Austin Feng, Andreas Varvarigos, Ioannis Panitsas, Daniela Fernandez, Yuwei Guo, Jinbiao Wei +4

ICML 2026poster

Modern enterprises generate vast streams of time series metrics when monitoring complex systems, known as observability data. Unlike conventional time series from domains such as climate, observability data are zero-inflated, highly stochastic, and exhibit minimal temporal structure. Despite their i…

Cited by 0 Source ↗Scholar ↗