Liu, Qingshan

44 publications

ICCV 2025 Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations Xiang Xu, Lingdong Kong, Song Wang, Chuanwei Zhou, Qingshan Liu

CVPR 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes Xiang Xu, Lingdong Kong, Hui Shuai, Liang Pan, Ziwei Liu, Qingshan Liu

ECCV 2024 4D Contrastive Superflows Are Dense 3D Representation Learners Xiang Xu, Lingdong Kong, Hui Shuai, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu, Qingshan Liu

AAAI 2024 PointAttN: You Only Need Attention for Point Cloud Completion Jun Wang, Ying Cui, Dongyan Guo, Junxia Li, Qingshan Liu, Chunhua Shen

CVPR 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu

ICCV 2023 Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning Tiankang Su, Huihui Song, Dong Liu, Bo Liu, Qingshan Liu

AAAI 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification Xuwei Qian, Renlong Hang, Qingshan Liu

ICCV 2021 Deep Transport Network for Unsupervised Video Object Segmentation Kaihua Zhang, Zicheng Zhao, Dong Liu, Qingshan Liu, Bo Liu

CVPR 2021 DeepACG: Co-Saliency Detection via Semantic-Aware Contrast Gromov-Wasserstein Distance Kaihua Zhang, Mingliang Dong, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

AAAI 2021 Robust Lightweight Facial Expression Recognition Network with Label Distribution Training Zengqun Zhao, Qingshan Liu, Feng Zhou

CVPR 2020 Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-Saliency Detection Kaihua Zhang, Tengpeng Li, Shiwen Shen, Bo Liu, Jin Chen, Qingshan Liu

AAAI 2020 Deep Object Co-Segmentation via Spatial-Semantic Network Modulation Kaihua Zhang, Jin Chen, Bo Liu, Qingshan Liu

JMLR 2020 Dual Iterative Hard Thresholding Xiao-Tong Yuan, Bo Liu, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas

ECCV 2020 Learning Memory Augmented Cascading Network for Compressed Sensing of Images Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang

ECCV 2020 Meta-Learning with Network Pruning Hongduan Tian, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

ECCV 2020 ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices Xiangyu He, Zitao Mo, Ke Cheng, Weixiang Xu, Qinghao Hu, Peisong Wang, Qingshan Liu, Jian Cheng

CVPR 2019 Co-Saliency Detection via Mask-Guided Fully Convolutional Networks with Multi-Scale Label Smoothing Kaihua Zhang, Tengpeng Li, Bo Liu, Qingshan Liu

AISTATS 2019 Distributed Inexact Newton-Type Pursuit for Non-Convex Sparse Learning Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Junzhou Huang, Dimitris N. Metaxas

ECCVW 2018 VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results Longyin Wen, Pengfei Zhu, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Chenfeng Liu, Hao Cheng, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Asanka G. Perera, Baochang Zhang, Byeongho Heo, Chunlei Liu, Dongdong Li, Emmanouil Michail, Hanlin Chen, Hao Liu, Haojie Li, Ioannis Kompatsiaris, Jian Cheng, Jiaqing Fan, Jie Zhang, Jin Young Choi, Jing Li, Jinyu Yang, Jongwon Choi, Juanping Zhao, Jungong Han, Kaihua Zhang, Kaiwen Duan, Ke Song, Konstantinos Avgerinakis, Kyuewang Lee, Lu Ding, Martin Lauer, Panagiotis Giannakeris, Peizhen Zhang, Qiang Wang, Qianqian Xu, Qingming Huang, Qingshan Liu, Robert Laganière, Ruixin Zhang, Sangdoo Yun, Shengyin Zhu, Sihang Wu, Stefanos Vrochidis, Wei Tian, Wei Zhang, Weidong Chen, Weiming Hu, Wenhao Wang, Wenhua Zhang, Wenrui Ding, Xiaohao He, Xiaotong Li, Xin Zhang, Xinbin Luo, Xixi Hu, Yang Meng, Yangliu Kuai, Yanyun Zhao, Yaxuan Li, Yifan Yang, Yifan Zhang, Yong Wang, Yuankai Qi, Zhipeng Deng, Zhiqun He

NeurIPS 2017 A New Theory for Matrix Completion Guangcan Liu, Qingshan Liu, Xiaotong Yuan

ICML 2017 Dual Iterative Hard Thresholding: From Non-Convex Sparse Minimization to Non-Smooth Concave Maximization Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas

AAAI 2017 Self-Paced Multi-Task Learning Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha

CVPRW 2017 Stacked Hourglass Network for Robust Facial Landmark Localisation Jing Yang, Qingshan Liu, Kaihua Zhang

AAAI 2016 Decentralized Robust Subspace Clustering Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas

IJCAI 2016 Efficient K-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method Bo Liu, Xiao-Tong Yuan, Shaoting Zhang, Qingshan Liu, Dimitris N. Metaxas

NeurIPS 2016 Learning Additive Exponential Family Graphical Models via $\ell_{2,1}$-Norm Regularized M-Estimation Xiaotong Yuan, Ping Li, Tong Zhang, Qingshan Liu, Guangcan Liu

AAAI 2016 Spatially Regularized Streaming Sensor Selection Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang

ICCV 2015 Additive Nearest Neighbor Feature Maps Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan

ICCVW 2015 Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression Jing Yang, Jiankang Deng, Kaihua Zhang, Qingshan Liu

ECCV 2014 Fast Visual Tracking via Dense Spatio-Temporal Context Learning Kaihua Zhang, Lei Zhang, Qingshan Liu, David Zhang, Ming-Hsuan Yang

CVPR 2014 Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization Xiao-Tong Yuan, Qingshan Liu

CVPR 2012 Learning Active Facial Patches for Expression Analysis Lin Zhong, Qingshan Liu, Peng Yang, Bo Liu, Junzhou Huang, Dimitris N. Metaxas

CVPR 2012 Learning Ordinal Discriminative Features for Age Estimation Changsheng Li, Qingshan Liu, Jing Liu, Hanqing Lu

CVPR 2011 Abnormal Detection Using Interaction Energy Potentials Xinyi Cui, Qingshan Liu, Mingchen Gao, Dimitris N. Metaxas

CVPRW 2011 Recognizing Expressions from Face and Body Gesture by Temporal Normalized Motion and Appearance Features Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas

CVPR 2010 Exploring Facial Expressions with Compositional Features Peng Yang, Qingshan Liu, Dimitris N. Metaxas

CVPR 2010 Image Retrieval via Probabilistic Hypergraph Ranking Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris N. Metaxas

ICCV 2009 RankBoost with L1 Regularization for Facial Expression Recognition and Intensity Estimation Peng Yang, Qingshan Liu, Dimitris N. Metaxas

CVPR 2009 Video Object Segmentation by Hypergraph Cut Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas

CVPR 2008 Facial Expression Recognition Using Encoded Dynamic Features Peng Yang, Qingshan Liu, Xinyi Cui, Dimitris N. Metaxas

ECCV 2008 Similarity Features for Facial Event Analysis Peng Yang, Qingshan Liu, Dimitris N. Metaxas

ICCV 2007 A Component Based Deformable Model for Generalized Face Alignment Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas

CVPR 2007 Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition Peng Yang, Qingshan Liu, Dimitris N. Metaxas

CVPR 2005 A Nonlinear Approach for Face Sketch Synthesis and Recognition Qingshan Liu, Xiaoou Tang, Hongliang Jin, Hanqing Lu, Songde Ma