Yi, Lingjie

4 publications

TMLR 2025 A Theoretical Study of Neural Network Expressive Power via Manifold Topology Jiachen Yao, Lingjie Yi, Mayank Goswami, Chao Chen

ICLR 2025 Backdooring Vision-Language Models with Out-of-Distribution Data Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen

ICLR 2025 Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions Lingjie Yi, Jiachen Yao, Weimin Lyu, Haibin Ling, Raphael Douady, Chao Chen

WACV 2025 PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots Lingjie Yi, Tao Sun, Yikai Zhang, Songzhu Zheng, Weimin Lyu, Haibin Ling, Chao Chen