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cs.AI2026
DyadMem: A Long-Term Memory Benchmark of How Agents Work with Users
Yifei Tao, Xinyu Zhong, Henry Hengyuan Zhao +5
Long-term agents must remember not only what is true about a user, but also how a particular agent should work with that user as their shared history evolves. Existing benchmarks p…
cs.AI2025
WorldGUI: An Interactive Benchmark for Desktop GUI Automation from Any Starting Point
Henry Hengyuan Zhao, Kaiming Yang, Wendi Yu +2
Recent progress in GUI agents has substantially improved visual grounding, yet robust planning remains challenging, particularly when the environment deviates from a canonical init…