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2020 – today
- 2025
[c6]Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun:
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. EMNLP (System Demonstrations) 2025: 155-180- [c5]Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. ICLR 2025 - [c4]Zongxing Zhao
, Shenzhi Yang, Xingkai Yao, Yuying Wang, Zhongqiu Chen, Xiaofang Zhang:
HGACLLM: Attribute Completion in Heterogeneous Graph with Integration of External Knowledge from Large Language Models. ACM Multimedia 2025: 11140-11149 - [i7]Shenzhi Yang, Junbo Zhao, Shouqing Yang, Yixuan Li, Dingyu Yang, Xiaofang Zhang, Haobo Wang:
Category-free Out-of-Distribution Node Detection with Feature Resonance. CoRR abs/2502.16076 (2025) - [i6]Shenzhi Yang, Jun Xia, Jingbo Zhou, Xingkai Yao, Xiaofang Zhang:
NodeReg: Mitigating the Imbalance and Distribution Shift Effects in Semi-Supervised Node Classification via Norm Consistency. CoRR abs/2503.03211 (2025) - [i5]Shenzhi Yang, Bin Liang, An Liu, Lin Gui, Xingkai Yao, Xiaofang Zhang:
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs. CoRR abs/2504.13429 (2025) - [i4]Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun:
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. CoRR abs/2506.01391 (2025) - [i3]Shenzhi Yang, Guangcheng Zhu, Xing Zheng, Yingfan MA, Zhongqi Chen, Bowen Song, Weiqiang Wang, Junbo Zhao, Gang Chen, Haobo Wang:
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning. CoRR abs/2512.13106 (2025) - 2024
- [c3]Shenzhi Yang, Li Zhang, Xiaofang Zhang:
FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention. ICASSP 2024: 5555-5559 - [c2]Shenzhi Yang, Bin Liang, An Liu, Lin Gui, Xingkai Yao, Xiaofang Zhang:
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs. ICML 2024: 56216-56234 - [c1]Xinhao Yao, Xiaolin Hu, Shenzhi Yang, Yong Liu:
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective. NeurIPS 2024 - [i2]Xinhao Yao, Xiaolin Hu, Shenzhi Yang, Yong Liu:
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective. CoRR abs/2406.03768 (2024) - [i1]Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. CoRR abs/2410.12361 (2024)
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