Li Liu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 154

Top Venues

CoRR

CVPR

IEEE Trans. Image Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Li Liu, Dele Tai, Bin Qiang, Lijun Guan, Chunyu Peng, Chenghu Dai, Licai Hao, Wenjuan Lu, Zhiting Lin, Qiang Zhao, Xiulong Wu
Flip Point Offset-Compensation Sense Amplifier With Sensing-Margin-Enhancement for Dynamic Random-Access Memory. IEEE Trans. Circuits Syst. II Express Briefs 71 (4) (2024)
Yichao Yan, Jie Qin, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei-Shi Zheng, Xiaokang Yang, Ling Shao
Learning Multi-Attention Context Graph for Group-Based Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Rui Gao, Xingsong Hou, Jie Qin, Yuming Shen, Yang Long, Li Liu, Zhao Zhang, Ling Shao
Visual-Semantic Aligned Bidirectional Network for Zero-Shot Learning. IEEE Trans. Multim. 25 (2023)
Lei Huang, Jie Qin, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
Normalization Techniques in Training DNNs: Methodology, Analysis and Application. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Jie Zhang, Shengbin Liao, Haofeng Zhang, Yang Long, Zheng Zhang, Li Liu
Data driven recurrent generative adversarial network for generalized zero shot image classification. Inf. Sci. 625 (2023)
Jingren Liu, Liyong Fu, Haofeng Zhang, Qiaolin Ye, Wankou Yang, Li Liu
Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning. Knowl. Based Syst. 236 (2022)
Guo-Sen Xie, Zheng Zhang, Guoshuai Liu, Fan Zhu, Li Liu, Ling Shao, Xuelong Li
Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
A Generalized Method for Binary Optimization: Convergence Analysis and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Yang Liu, Xinbo Gao, Jungong Han, Li Liu, Ling Shao
Zero-shot learning via a specific rank-controlled semantic autoencoder. Pattern Recognit. 122 (2022)
Jingren Liu, Haoyue Bai, Haofeng Zhang, Li Liu
Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning. IEEE Multim. 29 (3) (2022)
Xiao Shen, Haofeng Zhang, Lunbo Li, Wankou Yang, Li Liu
Semi-supervised cross-modal hashing with multi-view graph representation. Inf. Sci. 604 (2022)
Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao
Anchor-Free Person Search. CVPR (2021)
Haofeng Zhang, Haoyue Bai, Yang Long, Li Liu, Ling Shao
A plug-in attribute correction module for generalized zero-shot learning. Pattern Recognit. 112 (2021)
Yuan Huang, Xingsong Hou, Yujie Dun, Jie Qin, Li Liu, Xueming Qian, Ling Shao
Learning Deformable and Attentive Network for image restoration. Knowl. Based Syst. 231 (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Correction to: Internal and external memory set containment join. VLDB J. 30 (5) (2021)
Yichao Yan, Jie Qin, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei-Shi Zheng, Xiaokang Yang, Ling Shao
Learning Multi-Attention Context Graph for Group-Based Re-Identification. CoRR (2021)
Yichao Yan, Jingpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao
Anchor-Free Person Search. CoRR (2021)
Haofeng Zhang, Yifan Gu, Yazhou Yao, Zheng Zhang, Li Liu, Jian Zhang, Ling Shao
Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval. IEEE Trans. Multim. 23 (2021)
Xiao Shen, Haofeng Zhang, Lunbo Li, Zheng Zhang, Debao Chen, Li Liu
Clustering-driven Deep Adversarial Hashing for scalable unsupervised cross-modal retrieval. Neurocomputing 459 (2021)
Weiwei Wang, Haofeng Zhang, Zheng Zhang, Li Liu, Ling Shao
Sparse graph based self-supervised hashing for scalable image retrieval. Inf. Sci. 547 (2021)
Yichao Yan, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Ying Tai, Ling Shao
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification. CoRR (2021)
Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao
Group Whitening: Balancing Learning Efficiency and Representational Capacity. CVPR (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Internal and external memory set containment join. VLDB J. 30 (3) (2021)
Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan, Bo Li, Ling Shao
Controllable Orthogonalization in Training DNNs. CoRR (2020)
Jiaxin Chen, Jie Qin, Yuming Shen, Li Liu, Fan Zhu, Ling Shao
Learning Attentive and Hierarchical Representations for 3D Shape Recognition. ECCV (15) (2020)
Haofeng Zhang, Li Liu, Yang Long, Zheng Zhang, Ling Shao
Deep transductive network for generalized zero shot learning. Pattern Recognit. 105 (2020)
Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao
On the Number of Linear Regions of Convolutional Neural Networks. ICML (2020)
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
Auto-Encoding Twin-Bottleneck Hashing. CVPR (2020)
Weiwei Wang, Yuming Shen, Haofeng Zhang, Yazhou Yao, Li Liu
Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing. IJCAI (2020)
Lei Huang, Lei Zhao, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
An Investigation into the Stochasticity of Batch Whitening. CoRR (2020)
Guo-Sen Xie, Zheng Zhang, Li Liu, Fan Zhu, Xu-Yao Zhang, Ling Shao, Xuelong Li
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao
Improved Residual Networks for Image and Video Recognition. CoRR (2020)
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao
Deep quantization generative networks. Pattern Recognit. 105 (2020)
Yuming Shen, Jie Qin, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Invertible Zero-Shot Recognition Flows. ECCV (16) (2020)
Yichao Yan, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Ying Tai, Ling Shao
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification. CVPR (2020)
Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen
Graph Convolutional Network Hashing. IEEE Trans. Cybern. 50 (4) (2020)
Lei Huang, Jie Qin, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
Normalization Techniques in Training DNNs: Methodology, Analysis and Application. CoRR (2020)
Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao
Improved Residual Networks for Image and Video Recognition. ICPR (2020)
Guo-Sen Xie, Li Liu, Fan Zhu, Fang Zhao, Zheng Zhang, Yazhou Yao, Jie Qin, Ling Shao
Region Graph Embedding Network for Zero-Shot Learning. ECCV (4) (2020)
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
Auto-Encoding Twin-Bottleneck Hashing. CoRR (2020)
Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Jun Xu, Yuan Huang, Ming-Ming Cheng, Li Liu, Fan Zhu, Zhou Xu, Ling Shao
Noisy-as-Clean: Learning Self-Supervised Denoising From Corrupted Image. IEEE Trans. Image Process. 29 (2020)
Lizhong Ding, Shizhong Liao, Yong Liu, Li Liu, Fan Zhu, Yazhou Yao, Ling Shao, Xin Gao
Approximate Kernel Selection via Matrix Approximation. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao
Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs. ECCV (2) (2020)
Yingkun Hou, Jun Xu, Mingxia Liu, Guanghai Liu, Li Liu, Fan Zhu, Ling Shao
NLH: A Blind Pixel-Level Non-Local Method for Real-World Image Denoising. IEEE Trans. Image Process. 29 (2020)
Lei Huang, Xianglong Liu, Jie Qin, Fan Zhu, Li Liu, Ling Shao
Projection based weight normalization: Efficient method for optimization on oblique manifold in DNNs. Pattern Recognit. 105 (2020)
Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan, Bo Li, Ling Shao
Controllable Orthogonalization in Training DNNs. CVPR (2020)
Rui Gao, Xingsong Hou, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Zhao Zhang, Ling Shao
Zero-VAE-GAN: Generating Unseen Features for Generalized and Transductive Zero-Shot Learning. IEEE Trans. Image Process. 29 (2020)
Lei Huang, Lei Zhao, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
An Investigation Into the Stochasticity of Batch Whitening. CVPR (2020)
Jun Xu, Yingkun Hou, Dongwei Ren, Li Liu, Fan Zhu, Mengyang Yu, Haoqian Wang, Ling Shao
STAR: A Structure and Texture Aware Retinex Model. IEEE Trans. Image Process. 29 (2020)
Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Ionut Cosmin Duta, Li Liu, Fan Zhu, Ling Shao
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition. CoRR (2020)
Weiwei Wang, Yuming Shen, Haofeng Zhang, Li Liu
Semantic-rebased cross-modal hashing for scalable unsupervised text-visual retrieval. Inf. Process. Manag. 57 (6) (2020)
Jiaxin Chen, Jie Qin, Yichao Yan, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Deep Local Binary Coding for Person Re-Identification by Delving into the Details. ACM Multimedia (2020)
Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao
Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis. CoRR (2020)
Lei Huang, Li Liu, Fan Zhu, Ling Shao
Group Whitening: Balancing Learning Efficiency and Representational Capacity. CoRR (2020)
Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao
On the Number of Linear Regions of Convolutional Neural Networks. CoRR (2020)
Gengshen Wu, Jungong Han, Yuchen Guo, Li Liu, Guiguang Ding, Qiang Ni, Ling Shao
Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval. IEEE Trans. Image Process. 28 (4) (2019)
Zheng Zhang, Zhihui Lai, Zi Huang, Wai Keung Wong, Guo-Sen Xie, Li Liu, Ling Shao
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. IEEE Trans. Image Process. 28 (10) (2019)
Yuming Shen, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Ziyi Shen
Embarrassingly Simple Binary Representation Learning. ICCV Workshops (2019)
Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
LCJoin: Set Containment Join via List Crosscutting. ICDE (2019)
Yingkun Hou, Jun Xu, Mingxia Liu, Guanghai Liu, Li Liu, Fan Zhu, Ling Shao
NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising. CoRR (2019)
Yu Liu, Jingkuan Song, Ke Zhou, Lingyu Yan, Li Liu, Fuhao Zou, Ling Shao
Deep Self-Taught Hashing for Image Retrieval. IEEE Trans. Cybern. 49 (6) (2019)
Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao
Binary Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41 (7) (2019)
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent. CoRR (2019)
Yuming Shen, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu
Embarrassingly Simple Binary Representation Learning. CoRR (2019)
Lei Huang, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
Iterative Normalization: Beyond Standardization towards Efficient Whitening. CoRR (2019)
Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. CVPR (2019)
Yuming Shen, Li Liu, Ling Shao
Unsupervised Binary Representation Learning with Deep Variational Networks. Int. J. Comput. Vis. 127 (11-12) (2019)
Lizhong Ding, Mengyang Yu, Li Liu, Fan Zhu, Yong Liu, Yu Li, Ling Shao
Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test. NeurIPS (2019)
Jun Xu, Mengyang Yu, Li Liu, Fan Zhu, Dongwei Ren, Yingkun Hou, Haoqian Wang, Ling Shao
STAR: A Structure and Texture Aware Retinex Model. CoRR (2019)
Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen
Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia (2019)
Haofeng Zhang, Yang Long, Li Liu, Ling Shao
Adversarial unseen visual feature synthesis for Zero-shot Learning. Neurocomputing 329 (2019)
Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams. IJCAI (2019)
Guo-Sen Xie, Li Liu, Xiaobo Jin, Fan Zhu, Zheng Zhang, Jie Qin, Yazhou Yao, Ling Shao
Attentive Region Embedding Network for Zero-Shot Learning. CVPR (2019)
Yi Zhou, Xiaodong He, Shanshan Cui, Fan Zhu, Li Liu, Ling Shao
High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions. MICCAI (1) (2019)
Jiaxin Chen, Jie Qin, Li Liu, Fan Zhu, Fumin Shen, Jin Xie, Ling Shao
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing. CVPR (2019)
Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao
Extracting Multiple Visual Senses for Web Learning. IEEE Trans. Multim. 21 (1) (2019)
Yi Zhou, Xiaodong He, Lei Huang, Li Liu, Fan Zhu, Shanshan Cui, Ling Shao
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. CVPR (2019)
Jun Xu, Yuan Huang, Li Liu, Fan Zhu, Xingsong Hou, Ling Shao
Noisy-As-Clean: Learning Unsupervised Denoising from the Corrupted Image. CoRR (2019)
Yifan Gu, Shidong Wang, Haofeng Zhang, Yazhou Yao, Wankou Yang, Li Liu
Clustering-driven unsupervised deep hashing for image retrieval. Neurocomputing 368 (2019)
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo, Ling Shao
Multiview discriminative marginal metric learning for makeup face verification. Neurocomputing 333 (2019)
Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen
Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. IEEE Trans. Image Process. 28 (7) (2019)
Yi Zhou, Boyang Wang, Xiaodong He, Shanshan Cui, Fan Zhu, Li Liu, Ling Shao
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. CoRR (2019)
Lei Huang, Yi Zhou, Fan Zhu, Li Liu, Ling Shao
Iterative Normalization: Beyond Standardization Towards Efficient Whitening. CVPR (2019)
Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao
Dynamically Visual Disambiguation of Keyword-based Image Search. IJCAI (2019)
Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao
Extracting Privileged Information for Enhancing Classifier Learning. IEEE Trans. Image Process. 28 (1) (2019)
Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao
RANet: Ranking Attention Network for Fast Video Object Segmentation. CoRR (2019)
Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao
RANet: Ranking Attention Network for Fast Video Object Segmentation. ICCV (2019)
Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao
Dynamically Visual Disambiguation of Keyword-based Image Search. CoRR (2019)
Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang
Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. ECCV (12) (2018)
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. ECCV (12) (2018)
Haofeng Zhang, Li Liu, Yang Long, Ling Shao
Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval. IEEE Trans. Image Process. 27 (4) (2018)
Yang Long, Li Liu, Yuming Shen, Ling Shao
Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes. AAAI (2018)
Yi Zhou, Li Liu, Ling Shao, Matt Mellor
Fast Automatic Vehicle Annotation for Urban Traffic Surveillance. IEEE Trans. Intell. Transp. Syst. 19 (6) (2018)
Yi Zhou, Li Liu, Ling Shao
Vehicle Re-Identification by Deep Hidden Multi-View Inference. IEEE Trans. Image Process. 27 (7) (2018)
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. ECCV (2) (2018)
Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 40 (12) (2018)
Jiaojiao Zhao, Li Liu, Cees Snoek, Jungong Han, Ling Shao
Pixel-level Semantics Guided Image Colorization. BMVC (2018)
Teng Long, Xing Xu, Fumin Shen, Li Liu, Ning Xie, Yang Yang
Zero-shot learning via discriminative representation extraction. Pattern Recognit. Lett. 109 (2018)

Li Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Li Liu