ML Anthology

Li, Chun-Guang

16 publications

ICLR 2026 DNT: A Deeply Normalized Transformer That Can Be Trained by Momentum SGD Xianbiao Qi, Marco Chen, Wenjie Xiao, Jiaquan Ye, Yelin He, Chun-Guang Li, Zhouchen Lin
ICLR 2025 Exploring a Principled Framework for Deep Subspace Clustering Xianghan Meng, Zhiyuan Huang, Wei He, Xianbiao Qi, Rong Xiao, Chun-Guang Li
ICLR 2025 Taming Transformer Without Using Learning Rate Warmup Xianbiao Qi, Yelin He, Jiaquan Ye, Chun-Guang Li, Bojia Zi, Xili Dai, Qin Zou, Rong Xiao
ICCV 2025 Temporal Rate Reduction Clustering for Human Motion Segmentation Xianghan Meng, Zhengyu Tong, Zhiyuan Huang, Chun-Guang Li
NeurIPS 2025 Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few Qishuai Wen, Zhiyuan Huang, Chun-Guang Li
CPAL 2024 Deep Self-Expressive Learning Chen Zhao, Chun-Guang Li, Wei He, Chong You
NeurIPS 2024 Rethinking Decoders for Transformer-Based Semantic Segmentation: A Compression Perspective Qishuai Wen, Chun-Guang Li
ECCV 2022 A Max-Flow Based Approach for Neural Architecture Search Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li
CVPR 2021 Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang, Chong You, Rene Vidal, Chun-Guang Li
CVPR 2020 Stochastic Sparse Subspace Clustering Ying Chen, Chun-Guang Li, Chong You
ICCV 2019 Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You, Chun-Guang Li, Daniel P. Robinson, Rene Vidal
CVPR 2019 Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang, Chun-Guang Li, Chong You, Xianbiao Qi, Honggang Zhang, Jun Guo, Zhouchen Lin
CVPR 2018 Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang
CVPR 2016 Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You, Chun-Guang Li, Daniel P. Robinson, Rene Vidal
ICCV 2015 Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning Chun-Guang Li, Zhouchen Lin, Honggang Zhang, Jun Guo
CVPR 2015 Structured Sparse Subspace Clustering: A Unified Optimization Framework Chun-Guang Li, Rene Vidal