A Semantic Control Method for AIGC Based on Cultural Knowledge Graph: A Case Study of the Sishen Yunqi Tu. - Zhenqian Xu; Xueyang Song; Ting Li; Yunke Deng; Lin Gao (EILM, 2025)

KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks. - Zekun Xi; Ziyan Jiang; Yujie Bao; Zhenqian Xu; Shumin Deng (AAAI, 2026)

From Data to Behavior: Predicting Unintended Model Behaviors Before Training. - Mengru Wang; Zhenqian Xu; Junfeng Fang; Yunzhi Yao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2026)

DAVA: Decoding Art With Visual Analytics Through Feature Modeling and Multi-Agent Collaboration. - Wei Zhang 219; Xiaoyan Gu; Hengru Liu; Peiyi Jiang; Xianfeng Peng; Zhenqian Xu; Yifang Wang 001; Wei Chen 001 (IEEE Trans. Vis. Comput. Graph., 2026)

KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks. - Zekun Xi; Yichen Nie; Ziyan Jiang; Yujie Bao; Zhenqian Xu; Zhisong Qiu; Ziwen Xu; Shumin Deng (CoRR, 2026)