37 citations · 39 across the 12 of their papers we have counts for
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cs.AI2026
Semantic Projection for Continual Self-Evolution of Language Agents
Ziyu Liu, Jun Chen, Lixu Wang
Language-model agents increasingly rely on persistent natural-language skills to adapt beyond their frozen model parameters. When a shared skill is repeatedly revised from a non-st…
cs.AI2026
Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models
Jiyang Guan, Yong Xie, Jun Chen +6
Large language models (LLMs) have demonstrated remarkable capabilities across diverse applications, yet ensuring their simultaneous safety, helpfulness, and trustworthiness remains…