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Man CHEN

2 accepted papers

2026

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

ICML 2026poster

The performance of autonomous Web GUI agents heavily relies on the quality and quantity of their training data. However, a fundamental bottleneck persists: collecting interaction trajectories from real-world websites is expensive and difficult to verify. The underlying state transitions are hidden, …

Cited by 0SourceScholar
2026

ImpText: A Benchmark and Tool-Augmented Framework for Implicit Text Reasoning

ICML 2026poster

Multimodal Large Language Models (MLLMs) have demonstrated exceptional proficiency in standard text extraction, but they encounter significant challenges when confronting real-world implicit text. Such content typically contains malicious information, intentionally concealed through physical deforma…

Cited by 0SourceScholar