Using scale-equivariant CNN to enhance scale robustness in feature matching. - Yun Liao; Peiyu Liu; Xuning Wu; Zhixuan Pan; Kaijun Zhu; Hao Zhou; Junhui Liu; Qing Duan (Vis. Comput., 2024)

Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks. - Binghui Li; Zhixuan Pan; Kaifeng Lyu; Jian Li (ICLR, 2025)

Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws. - Zhixuan Pan; Shaowen Wang 002; Jian Li (CoRR, 2025)