FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention. - Shenzhi Yang; Li Zhang 004; Xiaofang Zhang (ICASSP, 2024)

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs. - Shenzhi Yang; Bin Liang 004; An Liu; Lin Gui 003; Xingkai Yao; Xiaofang Zhang (ICML, 2024)

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

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. - Yaxi Lu; Shenzhi Yang; Cheng Qian 008; Guirong Chen; Qinyu Luo; Yesai Wu; Huadong Wang; Xin Cong; Zhong Zhang; Yankai Lin; Weiwen Liu; Yasheng Wang; et al. (ICLR, 2025)

Category-free Out-of-Distribution Node Detection with Feature Resonance. - Shenzhi Yang; Junbo Zhao 002; Shouqing Yang; Yixuan Li 001; Dingyu Yang; Xiaofang Zhang; Haobo Wang 001 (CoRR, 2025)

NodeReg: Mitigating the Imbalance and Distribution Shift Effects in Semi-Supervised Node Classification via Norm Consistency. - Shenzhi Yang; Jun Xia; Jingbo Zhou; Xingkai Yao; Xiaofang Zhang (CoRR, 2025)

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. - Zhong Zhang; Yaxi Lu; Yikun Fu; Yupeng Huo; Shenzhi Yang; Yesai Wu; Han Si; Xin Cong; Haotian Chen; Yankai Lin; Jie Xie; Wei Zhou; et al. (CoRR, 2025)