Category-free Out-of-Distribution Node Detection with Feature Resonance. - Yang, Shenzhi; Zhao, Junbo; Yang, Shouqing; Li, Yixuan; Yang, Dingyu; Zhang, Xiaofang; Wang, Haobo (CoRR, 2025)

FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention. - Yang, Shenzhi; Zhang, Li; Zhang, Xiaofang (2024)

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs. - Yang, Shenzhi; Liang, Bin; Liu, An; Gui, Lin; Yao, Xingkai; Zhang, Xiaofang (2024)

Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective. - Yao, Xinhao; Hu, Xiaolin; Yang, Shenzhi; Liu, Yong (2024)

Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective. - Yao, Xinhao; Hu, Xiaolin; Yang, Shenzhi; Liu, Yong (CoRR, 2024)

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. - Lu, Yaxi; Yang, Shenzhi; Qian, Cheng; Chen, Guirong; Luo, Qinyu; Wu, Yesai; Wang, Huadong; Cong, Xin; Zhang, Zhong; Lin, Yankai; Liu, Weiwen; Wang, Yasheng; et al. (CoRR, 2024)