Author

Jiayu Liu

Observed name: Liu, Jiayu

Institutions: University of Science and Technology of China, University of Illinois Urbana-Champaign, City University of Hong Kong, Shanghai Institute of Microsystem and Information Technology

Observed institutions: University of Science and Technology of China, University of Illinois Urbana-Champaign, City University of Hong Kong, Shanghai Institute of Microsystem and Information Technology

OpenAlex ID: A5123895601

SocraticPO: Policy Optimization via Interactive Guidance

2026 · Liu, Zirui, Pan, Tingyue, et al. · arXiv (Cornell University) · 6

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

2026 · Zong, Qing, Liu, Jiayu, et al. · arXiv (Cornell University) · 2

Learning What to Remember and What to Internalize in LLM Self-Evolution via Adaptive Memory-Parameter Coordination

2026 · Ji, Tianyun, Huang, Zhenya, et al. · arXiv (Cornell University) · 1

UniCog: Uncovering Cognitive Abilities of LLMs through Latent Mind Space Analysis

2026 · Liu, Jiayu, Long, Yinhe, et al. · arXiv (Cornell University) · 1

Unusual Dual Flat Bands and two-dimensional Dirac-node Arc State in Kagome Metal Ni3In2S2

2026 · Liang, Bo, Liu, Yichen, et al. · arXiv (Cornell University)

Works count: 6

Citation count: 13

H-index: 2

I10-index: