Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs. - Shiyu Xiang; Ansen Zhang; Yanfei Cao; Fan Yang; Ronghao Chen (ACL (Findings), 2025)

Grazing regime rather than grazing intensity affect the foraging behavior of cattle. - You Wang; Rui Yu; Xin Li; Ronghao Chen; Jiahui Liu (Ecol. Informatics, 2025)

Closed-Loop Placement Planning for Regrasping and Reconstruction With Single-View RGB-D Images. - Zhiyuan Chen; Jiangshan Liu; Ronghao Chen; Jiankun Wang 001 (IEEE Trans Autom. Sci. Eng., 2025)

Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs. - Shiyu Xiang; Ansen Zhang; Yanfei Cao; Yang Fan; Ronghao Chen (CoRR, 2025)

ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense. - Shiyu Xiang; Tong Zhang; Ronghao Chen (CoRR, 2025)

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents. - Jiaye Lin; Yifu Guo; Yuzhen Han; Sen Hu; Ziyi Ni; Licheng Wang; Mingguang Chen; Hongzhang Liu; Ronghao Chen; Yangfan He; Daxin Jiang; Binxing Jiao; et al. (CoRR, 2025)