Author

Zhendong Wang

2 papers indexed here

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#artificial intelligence Preprint Oct 2026

System1-Arena: Which Decisions Can Be Left to System 1?

The largest System-1 models match or exceed fast closed LLMs in non-agentic accuracy, with better-calibrated probabilities at one-quarter of the latency, and a reasoning LLM is the most accurate, at about 70x the cost of a fast LLM.

Tian-Yu Chen, Xin-Yang Liu, Ru-Yi An et al. · 1 citation

Preprint Aug 2026

Rubrics as Visual-Repair Context for Self-Evolving UI-to-Code Generation

Evaluations demonstrate that RubSE substantially outperforms na\"ive self-evolution in final-round and best-round settings, achieving more stable refinement trajectories and a higher trajectory-level performance ceiling.

Tianyi Xiong, Zhengyuan Yang, Xiaofei Wang et al. · 2 citations