Liu, Hongwei

6 publications

ICML 2025 Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen, Yifei Wang, Zequn Zeng, Zhong Peng, Yudi Su, Xinyang Liu, Bo Chen, Hongwei Liu, Stefanie Jegelka, Chenyu You

NeurIPS 2025 Channel Matters: Estimating Channel Influence for Multivariate Time Series Muyao Wang, Zeke Xie, Bo Chen, Hongwei Liu, James Kwok

CVPR 2025 Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models Yan Xie, Zequn Zeng, Hao Zhang, Yucheng Ding, Yi Wang, Zhengjue Wang, Bo Chen, Hongwei Liu

CVPR 2025 Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification Zequn Zeng, Yudi Su, Jianqiao Sun, Tiansheng Wen, Hao Zhang, Zhengjue Wang, Bo Chen, Hongwei Liu, Jiawei Ma

ICML 2025 OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-Class Anomaly Detection via Adversarial Distillation Yaoxuan Feng, Wenchao Chen, Yuxin Li, Bo Chen, Yubiao Wang, Zixuan Zhao, Hongwei Liu, Mingyuan Zhou

ICML 2017 Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC Yulai Cong, Bo Chen, Hongwei Liu, Mingyuan Zhou