How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors. - Kuai Yu; Naicheng Yu; Han Wang; Rui Yang; Huan Zhang (CoRR, 2026)

Multi-Agent Memory from a Computer Architecture Perspective: Visions and Challenges Ahead. - Zhongming Yu; Naicheng Yu; Hejia Zhang 001; Wentao Ni; Mingrui Yin; Jiaying Yang; Yujie Zhao; Jishen Zhao (CoRR, 2026)

MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models. - Han Wang; Yifan Sun; Brian Ko; Mann Talati; Jiawen Gong; Zimeng Li; Naicheng Yu; Xucheng Yu; Wei Shen; Vedant Jolly; Huan Zhang (CoRR, 2026)