Safeguard is a Double-edged Sword: Denial-of-service Attack on Large Language Models. - Qingzhao Zhang; Ziyang Xiong; Z. Morley Mao (CoRR, 2024)

Map2Text: New Content Generation from Low-Dimensional Visualizations. - Xingjian Zhang 002; Ziyang Xiong; Shixuan Liu; Yutong Xie 007; Tolga Ergen; Dongsub Shim; Hua Xu 001; Honglak Lee; Qiaozhu Mei (CoRR, 2024)

MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows. - Xingjian Zhang 002; Yutong Xie 007; Jin Huang; Jinge Ma; Zhaoying Pan; Qijia Liu; Ziyang Xiong; Tolga Ergen; Dongsub Shim; Honglak Lee; Qiaozhu Mei (NAACL (Findings), 2025)

Content Adaptive Transformer for Change Detection in High-Resolution Remote Sensing Images. - Yaoting Liu; Ziyang Xiong; Xinxin Liu 002; Bin Yang 008 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Making Small Language Models Efficient Reasoners: Intervention, Supervision, Reinforcement. - Xuechen Zhang 002; Zijian Huang 015; Chenshun Ni; Ziyang Xiong; Jiasi Chen; Samet Oymak (CoRR, 2025)