A Clustering-Based Privacy-Preserving Method for Uncertain Trajectory Data. - Fucai Zhu; Xingyang He; Shuang Wang; Jian Xu; Mingwei Wang; Lina Wu (TrustCom, 2014)

Learning global dependencies via parallelized graph transformer with hybrid attention. - Yutai Duan; Jie Liu 007; Xingyang He; Yi Lv (Knowl. Based Syst., 2025)

Task-KV: Task-aware KV Cache Optimization via Semantic Differentiation of Attention Heads. - Xingyang He; Jie Liu 007; Shaowei Chen (CoRR, 2025)

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control. - Xingyang He; Xiao Ling; Jie Liu 007 (CoRR, 2025)

UGD-IML: A Unified Generative Diffusion-based Framework for Constrained and Unconstrained Image Manipulation Localization. - Yachun Mi; Xingyang He; Shixin Sun; Yu Li; Yanting Li; Zhixuan Li; Jian Jin; Chen Hui; Shaohui Liu (CoRR, 2025)

2-D Transformer: Extending Large Language Models to Long-Context With Few Memory. - Xingyang He; Jie Liu 007; Yutai Duan (IEEE Trans. Neural Networks Learn. Syst., 2025)