Yang, Pengfei

5 publications

AAAI 2025 Training Verification-Friendly Neural Networks via Neuron Behavior Consistency Zongxin Liu, Zhe Zhao, Fu Song, Jun Sun, Pengfei Yang, Xiaowei Huang, Lijun Zhang

ICCV 2025 Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models Xiao Liang, Di Wang, Zhicheng Jiao, Ronghan Li, Pengfei Yang, Quan Wang, Tat-Seng Chua

ICCV 2023 TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models Liang Zhang, Nathaniel Xu, Pengfei Yang, Gaojie Jin, Cheng-Chao Huang, Lijun Zhang

TMLR 2022 Weight Expansion: A New Perspective on Dropout and Generalization Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang

AISTATS 2019 Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit Shengyu Zhu, Biao Chen, Pengfei Yang, Zhitang Chen