| 2026 | AAAI | High-Quality Full-Head 3D Avatar Generation from Any Single Portrait Image. | Yujie Gao, Chencheng Wang, Xianbing Sun, Jiahui Zhan, Wentao Wang, Yiyi Zhang, Haohua Zhao, Liqing Zhang, Jianfu Zhang |
| 2026 | ACL | LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology. | Sajib Acharjee Dip, Adrika Zafor, Bikash Kumar Paul, Uddip Acharjee Shuvo, Muhit Islam Emon, Xuan Wang, Liqing Zhang |
| 2026 | FlAIRS | OncoMark - A Two-Stage Gated Framework for Cancer Hallmark Detection from Biomedical Text. | Adrika Zafor, Sajib Acharjee Dip, Liqing Zhang |
| 2025 | CSCWD | Hyperspectral Image Classification Based on Local Low-Rank Representation. | Jianting Wang, Haohua Zhao, Jianfu Zhang, Liqing Zhang |
| 2025 | ICLR | Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance. | Siyu Sun, Han Lu, Jiangtong Li, Yichen Xie, Tianjiao Li, Xiaokang Yang, Liqing Zhang, Junchi Yan |
| 2025 | ICLR | Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities. | Yichen Wang, Yiyi Zhang, Xinhao Hu, Li Niu, Jianfu Zhang, Yasushi Makihara, Yasushi Yagi, Pai Peng, Wenlong Liao, Tao He, Junchi Yan, Liqing Zhang |
| 2025 | ICML | Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering. | Zhaohe Liao, Jiangtong Li, Siyu Sun, Qingyang Liu, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Guang Chen, Li Niu, Changjun Jiang, Liqing Zhang |
| 2024 | AAAI | WeditGAN: Few-Shot Image Generation via Latent Space Relocation. | Yuxuan Duan, Li Niu, Yan Hong, Liqing Zhang |
| 2024 | AAAI | Painterly Image Harmonization by Learning from Painterly Objects. | Li Niu, Junyan Cao, Yan Hong, Liqing Zhang |
| 2024 | AAAI | Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles. | Li Niu, Yan Hong, Junyan Cao, Liqing Zhang |
| 2024 | AIME | Breast Cancer Subtype Prediction Model Integrating Domain Adaptation with Semi-supervised Learning on DNA Methylation Profiles. | Joung Min Choi, Liqing Zhang |
| 2024 | CIKM | Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. | Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang |
| 2024 | CVPR | Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering. | Zhaohe Liao, Jiangtong Li, Li Niu, Liqing Zhang |
| 2024 | ECCV | COIN-Matting: Confounder Intervention for Image Matting. | Zhaohe Liao, Jiangtong Li, Jun Lan, Huijia Zhu, Weiqiang Wang, Li Niu, Liqing Zhang |
| 2024 | ICASSP | Hierarchical Attacks on Large-Scale Graph Neural Networks. | Jianfu Zhang, Yan Hong, Dawei Cheng, Liqing Zhang, Qibin Zhao |
| 2024 | KDD | Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization. | Haohui Wang, Baoyu Jing, Kaize Ding, Yada Zhu, Wei Cheng, Si Zhang, Yonghui Fan, Liqing Zhang, Dawei Zhou |
| 2024 | WACV | Painterly Image Harmonization via Adversarial Residual Learning. | Xudong Wang, Li Niu, Junyan Cao, Yan Hong, Liqing Zhang |
| 2023 | AAAI | Amodal Instance Segmentation via Prior-Guided Expansion. | Junjie Chen, Li Niu, Jianfu Zhang, Jianlou Si, Chen Qian, Liqing Zhang |
| 2023 | AAAI | Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation. | Yuxuan Duan, Yan Hong, Li Niu, Liqing Zhang |
| 2023 | AAAI | Isometric Manifold Learning Using Hierarchical Flow. | Ziqi Pan, Jianfu Zhang, Li Niu, Liqing Zhang |
| 2023 | AAAI | Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations. | Ziqi Pan, Li Niu, Liqing Zhang |
| 2023 | CVPR | Image Cropping with Spatial-aware Feature and Rank Consistency. | Chao Wang, Li Niu, Bo Zhang, Liqing Zhang |
| 2023 | ICCV | Deep Image Harmonization with Learnable Augmentation. | Li Niu, Junyan Cao, Wenyan Cong, Liqing Zhang |
| 2023 | ICCV | Knowledge Proxy Intervention for Deconfounded Video Question Answering. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2023 | ICCV | Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation. | Li Niu, Linfeng Tan, Xinhao Tao, Junyan Cao, Fengjun Guo, Teng Long, Liqing Zhang |
| 2023 | ICCV | Fine-grained Visible Watermark Removal. | Li Niu, Xing Zhao, Bo Zhang, Liqing Zhang |
| 2022 | AAAI | Action-Aware Embedding Enhancement for Image-Text Retrieval. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2022 | AAAI | Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. | Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun |
| 2022 | BMVC | Deep Image Harmonization by Bridging the Reality Gap. | Junyan Cao, Wenyan Cong, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2022 | BMVC | Inharmonious Region Localization via Recurrent Self-Reasoning. | Penghao Wu, Li Niu, Jing Liang, Liqing Zhang |
| 2022 | BMVC | Inharmonious Region Localization with Auxiliary Style Feature. | Penghao Wu, Li Niu, Liqing Zhang |
| 2022 | BMVC | Visible Watermark Removal with Dynamic Kernel and Semantic-aware Propagation. | Xing Zhao, Li Niu, Liqing Zhang |
| 2022 | BMVC | Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary. | Siyuan Zhou, Li Niu, Jianlou Si, Chen Qian, Liqing Zhang |
| 2022 | CVPR | High-Resolution Image Harmonization via Collaborative Dual Transformations. | Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang |
| 2022 | CVPR | XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding. | Zhangxuan Gu, Changhua Meng, Ke Wang, Jun Lan, Weiqiang Wang, Ming Gu, Liqing Zhang |
| 2022 | CVPR | From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering. | Jiangtong Li, Li Niu, Liqing Zhang |
| 2022 | CVPR | Dual-path Image Inpainting with Auxiliary GAN Inversion. | Wentao Wang, Li Niu, Jianfu Zhang, Xue Yang, Liqing Zhang |
| 2022 | ECCV | DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta. | Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2022 | ECCV | STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation. | Zhengkai Jiang, Zhangxuan Gu, Jinlong Peng, Hang Zhou, Liang Liu, Yabiao Wang, Ying Tai, Chengjie Wang, Liqing Zhang |
| 2022 | ECCV | Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features. | Bo Zhang, Li Niu, Xing Zhao, Liqing Zhang |
| 2022 | ECCV | Learning Object Placement via Dual-Path Graph Completion. | Siyuan Zhou, Liu Liu, Li Niu, Liqing Zhang |
| 2022 | IJCAI | Deep Video Harmonization With Color Mapping Consistency. | Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang |
| 2021 | AAAI | Activity Image-to-Video Retrieval by Disentangling Appearance and Motion. | Liu Liu, Jiangtong Li, Li Niu, Ruicong Xu, Liqing Zhang |
| 2021 | AAAI | Disentangled Information Bottleneck. | Ziqi Pan, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2021 | AAAI | Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination. | Zhijie Zhang, Yan Liu, Junjie Chen, Li Niu, Liqing Zhang |
| 2021 | BMVC | Image Composition Assessment with Saliency-augmented Multi-pattern Pooling. | Bo Zhang, Li Niu, Liqing Zhang |
| 2021 | HPDC | Towards a Serverless Bioinformatics Cyberinfrastructure Pipeline. | Shunyu David Yao, Muhammad Ali Gulzar, Liqing Zhang, Ali Raza Butt |
| 2021 | ICASSP | Tensor Decomposition Via Core Tensor Networks. | Jianfu Zhang, Zerui Tao, Liqing Zhang, Qibin Zhao |
| 2021 | ICCV | Parallel Multi-Resolution Fusion Network for Image Inpainting. | Wentao Wang, Jianfu Zhang, Li Niu, Haoyu Ling, Xue Yang, Liqing Zhang |
| 2021 | ICONIP | Depth Privileged Object Detection with Depth-Enhanced DCN. | Yan Liu, Zhijie Zhang, Liqing Zhang |
| 2020 | AAAI | Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection. | Dawei Cheng, Sheng Xiang, Chencheng Shang, Yiyi Zhang, Fangzhou Yang, Liqing Zhang |
| 2020 | AAAI | Image Cropping with Composition and Saliency Aware Aesthetic Score Map. | Yi Tu, Li Niu, Weijie Zhao, Dawei Cheng, Liqing Zhang |
| 2020 | AAAI | A Proposal-Based Approach for Activity Image-to-Video Retrieval. | Ruicong Xu, Li Niu, Jianfu Zhang, Liqing Zhang |
| 2020 | AAAI | Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition. | Yiyi Zhang, Li Niu, Ziqi Pan, Meichao Luo, Jianfu Zhang, Dawei Cheng, Liqing Zhang |
| 2020 | CVPR | DoveNet: Deep Image Harmonization via Domain Verification. | Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang |
| 2020 | CVPR | Learning From Web Data With Self-Organizing Memory Module. | Yi Tu, Li Niu, Junjie Chen, Dawei Cheng, Liqing Zhang |
| 2020 | GLOBECOM | User Cooperation Scheduling in Cellular Systems. | Chixiang Ma, Rongkuan Liu, Shuri Liao, Mengying Ding, Peng Zhang, Jiyong Pang, Liqing Zhang, Hua Xu |
| 2020 | IJCAI | Risk Guarantee Prediction in Networked-Loans. | Dawei Cheng, Xiaoyang Wang, Ying Zhang, Liqing Zhang |
| 2020 | MMM | Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism. | Ruicong Xu, Li Niu, Liqing Zhang |
| 2020 | SIGIR | Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments. | Dawei Cheng, Fangzhou Yang, Xiaoyang Wang, Ying Zhang, Liqing Zhang |
| 2019 | AAAI | Multi-Attribute Transfer via Disentangled Representation. | Jianfu Zhang, Yuanyuan Huang, Yaoyi Li, Weijie Zhao, Liqing Zhang |
| 2019 | CIKM | A Dynamic Default Prediction Framework for Networked-guarantee Loans. | Dawei Cheng, Yiyi Zhang, Fangzhou Yang, Yi Tu, Zhibin Niu, Liqing Zhang |
| 2019 | ICONIP | Multi-person 3D Pose Estimation from Monocular Image Sequences. | Ran Li, Nayun Xu, Xutong Lu, Yucheng Xing, Haohua Zhao, Li Niu, Liqing Zhang |
| 2019 | IJCAI | Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation. | Dawei Cheng, Yi Tu, Zhen-Wei Ma, Zhibin Niu, Liqing Zhang |
| 2019 | ICWS | Reg: An Ultra-Lightweight Container That Maximizes Memory Sharing and Minimizes the Runtime Environment. | Wei Wang, Liqing Zhang, Dong Guo, Shaoling Wu, HaiBo Cui, Fenglin Bi |
| 2019 | WCNC | Joint ML Time and Frequency Synchronization for Distributed MIMO-Relay Beamforming. | Souheib Ben Amor, Sofine Affes, Faouzi Bellili, Usa Vilaipornsawai, Liqing Zhang, Peiying Zhu |
| 2018 | CVPR | Multi-Shot Pedestrian Re-Identification via Sequential Decision Making. | Jianfu Zhang, Naiyan Wang, Liqing Zhang |
| 2018 | GLOBECOM | ML Time-Delay and CFO Synchronization for MIMO-Relay Beamforming over Time-Varying Channels. | Souheib Ben Amor, Sofine Affes, Faouzi Bellili, Usa Vilaipornsawai, Liqing Zhang, Peiying Zhu |
| 2018 | ICASSP | Exploring Motor Imagery Eeg Patterns for Stroke Patients with Deep Neural Networks. | Dawei Cheng, Ye Liu, Liqing Zhang |
| 2018 | ICASSP | Learning Temporal Relationships Between Financial Signals. | Dawei Cheng, Yi Tu, Zhibin Niu, Liqing Zhang |
| 2018 | ICONIP | Attention-Based Network for Cross-View Gait Recognition. | Yuanyuan Huang, Jianfu Zhang, Haohua Zhao, Liqing Zhang |
| 2018 | ICONIP | Recurrent RetinaNet: A Video Object Detection Model Based on Focal Loss. | Xiaobo Li, Haohua Zhao, Liqing Zhang |
| 2018 | ICPR | Prediction Defaults for Networked-guarantee Loans. | Dawei Cheng, Zhibin Niu, Yi Tu, Liqing Zhang |
| 2018 | IWCMC | QoS-Based Virtualization of User Equipment in 5G Networks (Invited Paper). | Slim Zaidi, Oussama Ben Smida, Sofine Affes, Usa Vilaipornsawai, Liqing Zhang, Peiying Zhu |
| 2017 | ICASSP | Non-blind image deconvolution using deep dual-pathway rectifier neural network. | Keting Zhang, Weichen Xue, Liqing Zhang |
| 2017 | ICONIP | Deep Encoding Features for Instance Retrieval. | Zhiming Ding, Zhengzhong Zhou, Liqing Zhang |
| 2017 | ICONIP | Pedestrian Counting System Based on Multiple Object Detection and Tracking. | Xiang Li, Haohua Zhao, Liqing Zhang |
| 2017 | ICONIP | Deep Part-Based Image Feature for Clothing Retrieval. | Laiping Zhou, Zhengzhong Zhou, Liqing Zhang |
| 2017 | VTC | PHY Abstraction and System Evaluation for SCMA with UL Grant-Free Transmission. | Meng Cheng, Yiqun Wu, You Li, Yan Chen, Liqing Zhang |
| 2017 | VTC | Performance Evaluation of Grant-Free Transmission for Uplink URLLC Services. | Chao Wang, Yan Chen, Yiqun Wu, Liqing Zhang |
| 2016 | ECAI | Higher-Order Correlation Coefficient Analysis for EEG-Based Brain-Computer Interface. | Ye Liu, Qibin Zhao, Min Chen, Liqing Zhang |
| 2016 | GLOBECOM | Wireless Access Virtualization Strategies for Future User-Centric 5G Networks. | Slim Zaidi, Sofine Affes, Usa Vilaipornsawai, Liqing Zhang, Peiying Zhu |
| 2016 | ICONIP | Credit Card Fraud Detection Using Convolutional Neural Networks. | Kang Fu, Dawei Cheng, Yi Tu, Liqing Zhang |
| 2016 | ICONIP | Encoding Multi-resolution Two-Stream CNNs for Action Recognition. | Weichen Xue, Haohua Zhao, Liqing Zhang |
| 2016 | ICONIP | Content-Based Image Retrieval Using Deep Search. | Zhengzhong Zhou, Liqing Zhang |
| 2016 | UCC | Towards an emerging cloudware paradigm for transparent computing. | Wei Wang, Jingxuan Zhang, Dong Guo, Qiao Xiang, Chenxi Huang, Jinda Chang, Liqing Zhang |
| 2015 | CVPR | Object proposal by multi-branch hierarchical segmentation. | Chaoyang Wang, Long Zhao, Shuang Liang, Liqing Zhang, Jinyuan Jia, Yichen Wei |
| 2015 | IJCAI | Offline Sketch Parsing via Shapeness Estimation. | Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui |
| 2014 | AAAI | Sketch Recognition with Natural Correction and Editing. | Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui |
| 2014 | ECAI | Uncorrelated Multilinear Nearest Feature Line Analysis. | Ye Liu, Liqing Zhang |
| 2014 | ECAI | Common Spatial-Spectral Boosting Pattern for Brain-Computer Interface. | Ye Liu, Hao Zhang, Qibin Zhao, Liqing Zhang |
| 2014 | GLOBECOM | Uplink contention based SCMA for 5G radio access. | Kelvin Au, Liqing Zhang, Hosein Nikopour, Eric Yi, Alireza Bayesteh, Usa Vilaipornsawai, Jianglei Ma, Peiying Zhu |
| 2014 | ICASSP | Tensor-variate Gaussian processes regression and its application to video surveillance. | Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki |
| 2014 | ICONIP | Classification of Stroke Patients' Motor Imagery EEG with Autoencoders in BCI-FES Rehabilitation Training System. | Mushangshu Chen, Ye Liu, Liqing Zhang |
| 2014 | ICONIP | Celebrity Face Image Retrieval Using Multiple Features. | Jie Jin, Liqing Zhang |
| 2014 | ICONIP | Image Denoising with Rectified Linear Units. | Yangwei Wu, Haohua Zhao, Liqing Zhang |
| 2014 | ICONIP | Sonification for EEG Frequency Spectrum and EEG-Based Emotion Features. | Yuxi Zhang, Yifeng Huang, Junwei Yue, Liqing Zhang |
| 2014 | ICONIP | Real Time Crowd Counting with Human Detection and Human Tracking. | Xinjian Zhang, Liqing Zhang |
| 2014 | IJCNN | Reconstructable generalized maximum scatter difference discriminant analysis. | Kai Huang, Liqing Zhang |
| 2013 | AAAI | A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki |
| 2013 | ICASSP | Kernel-based tensor partial least squares for reconstruction of limb movements. | Qibin Zhao, Guoxu Zhou, Tlay Adali, Liqing Zhang, Andrzej Cichocki |
| 2013 | ICIP | Gestalt saliency: Salient region detection based on Gestalt principles. | Jie Wu, Liqing Zhang |
| 2013 | ICONIP | Hidden Markov Model for Action Recognition Using Joint Angle Acceleration. | Sha Huang, Liqing Zhang |
| 2013 | ICONIP | Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. | Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki |
| 2013 | ICONIP | Causal Neurofeedback Based BCI-FES Rehabilitation for Post-stroke Patients. | Hang Wang, Ye Liu, Hao Zhang, Junhua Li, Liqing Zhang |
| 2013 | ICONIP | Image Denoising Based on Overcomplete Topographic Sparse Coding. | Haohua Zhao, Jun Luo, Zhiheng Huang, Takefumi Nagumo, Jun Murayama, Liqing Zhang |
| 2013 | ICONIP | Motion Deblurring Using Super-Sparsity. | Jingxiong Zhao, Haohua Zhao, Keting Zhang, Liqing Zhang |
| 2013 | ISNN | Optimal Calculation of Tensor Learning Approaches. | Kai Huang, Liqing Zhang |
| 2013 | ISNN | A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System. | Jianyi Liang, Hao Zhang, Ye Liu, Hang Wang, Junhua Li, Liqing Zhang |
| 2013 | ISNN | UMPCA Based Feature Extraction for ECG. | Dong Li, Kai Huang, Hanlin Zhang, Liqing Zhang |
| 2012 | ECCV | Free Hand-Drawn Sketch Segmentation. | Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang |
| 2012 | ISNN | ECG Classification Based on Non-cardiology Feature. | Kai Huang, Liqing Zhang, Yang Wu |
| 2011 | CVPR | Edgel index for large-scale sketch-based image search. | Yang Cao, Changhu Wang, Liqing Zhang, Lei Zhang |
| 2011 | ICNC | Feature selection based on Mutual Information in supervised learning. | Wenjun Zhu, Liqing Zhang |
| 2011 | ICONIP | ECG Classification Using ICA Features and Support Vector Machines. | Yang Wu, Liqing Zhang |
| 2011 | ICONIP | A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition. | Qiang Wu, Liqing Zhang, Andrzej Cichocki |
| 2011 | ICONIP | A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. | Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki |
| 2011 | ICONIP | Sparse Coding Image Denoising Based on Saliency Map Weight. | Haohua Zhao, Liqing Zhang |
| 2011 | ICONIP | Contour-Based Large Scale Image Retrieval. | Rong Zhou, Liqing Zhang |
| 2011 | ISNN | Moving Object Detecting System with Phase Discrepancy. | Qiang Wang, Wenjun Zhu, Liqing Zhang |
| 2010 | ACCV | A Phase Discrepancy Analysis of Object Motion. | Bolei Zhou, Xiaodi Hou, Liqing Zhang |
| 2010 | CVPR | Spatial-bag-of-features. | Yang Cao, Changhu Wang, Zhiwei Li, Liqing Zhang, Lei Zhang |
| 2010 | ISNN | Multi-modal EEG Online Visualization and Neuro-Feedback. | Kan Hong, Liqing Zhang, Jie Li, Junhua Li |
| 2010 | ISNN | Affine Invariant Topic Model for Generic Object Recognition. | Zhenxiao Li, Liqing Zhang |
| 2009 | ACCV | A Novel Hierarchical Model of Attention: Maximizing Information Acquisition. | Yang Cao, Liqing Zhang |
| 2009 | ACCV | Scene Gist: A Holistic Generative Model of Natural Image. | Bolei Zhou, Liqing Zhang |
| 2009 | HIS | Mining Topology Characteristics and Evolution of Large-Scale Software from Core-Shell Structure. | Haohua Zhang, Yufu Deng, Weiyi Qi, Wenjiang Feng, Liqing Zhang |
| 2009 | ICASSP | Robust speech feature extraction based on Gabor filtering and tensor factorization. | Qiang Wu, Liqing Zhang, Guangchuan Shi |
| 2009 | ICASSP | Multilinear generalization of Common Spatial Pattern. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki |
| 2009 | ICONIP | Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. | Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan |
| 2009 | IJCNN | Temporal competitive learning induced in neural networks by spike timing-dependent plasticity. | Wei Guo, Liqing Zhang |
| 2009 | ISNN | Age Classification System with ICA Based Local Facial Features. | Hang Qi, Liqing Zhang |
| 2008 | ICNC | Nonnegative Tensor PCA and Application to Speaker Recognition in Noise Environments. | Qiang Wu, Liqing Zhang |
| 2008 | ICNC | Learning Topographic Sparse Coding through Similarity Function. | Qi Zhou, Liqing Zhang, Libo Ma |
| 2008 | IJCNN | Spatiotemporal feature extraction based on invariance representation. | Wenlu Yang, Liqing Zhang |
| 2008 | IJCNN | Incremental Common Spatial Pattern algorithm for BCI. | Qibin Zhao, Liqing Zhang, Andrzej Cichocki, Jie Li |
| 2008 | ISNN | Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization. | Qiang Wu, Liqing Zhang, Guangchuan Shi |
| 2007 | CVPR | Saliency Detection: A Spectral Residual Approach. | Xiaodi Hou, Liqing Zhang |
| 2007 | ICASSP | An Auditory Neural Feature Extraction Method for Robust Speech Recognition. | Wei Guo, Liqing Zhang, Bin Xia |
| 2007 | ICNC | Learning Overcomplete Spatiotemporal Bubbles from Natural Image Sequences. | Libo Ma, Liqing Zhang |
| 2007 | ICNC | Computational Model for Rotation-Invariant Perception. | Wenlu Yang, Liqing Zhang, Libo Ma |
| 2007 | ICONIP | Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. | Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang |
| 2007 | ICONIP | Subject-Adaptive Real-Time BCI System. | Han Sun, Liqing Zhang |
| 2007 | ICONIP | Head Pose Estimation Based on Tensor Factorization. | Wenlu Yang, Liqing Zhang, Wenjun Zhu |
| 2007 | IJCNN | A Hierarchical Generative Model for Overcomplete Topographic Representations in Natural Images. | Libo Ma, Liqing Zhang |
| 2006 | ICONIP | A Time-Dependent Model of Information Capacity of Visual Attention. | Xiaodi Hou, Liqing Zhang |
| 2006 | ICONIP | Two-Stage Temporally Correlated Source Extraction Algorithm with Its Application in Extraction of Event-Related Potentials. | Zhi-Lin Zhang, Liqing Zhang, Xiu-Ling Wu, Jie Li, Qibin Zhao |
| 2006 | ISNN | Two-Stage Blind Deconvolution for V-BLAST OFDM System. | Feng Jiang, Liqing Zhang, Bin Xia |
| 2006 | ISNN | Local Independent Factorization of Natural Scenes. | Libo Ma, Liqing Zhang, Wenlu Yang |
| 2006 | ISNN | Multichannel Blind Deconvolution Using a Novel Filter Decomposition Method. | Bin Xia, Liqing Zhang |
| 2005 | ICNC | Blind Clustering of DNA Fragments Based on Kullback-Leibler Divergence. | Xiongjun Pi, Wenlu Yang, Liqing Zhang |
| 2005 | ICNC | Similarity Analysis of DNA Sequences Based on the Relative Entropy. | Wenlu Yang, Xiongjun Pi, Liqing Zhang |
| 2005 | ISNN | Stability Analysis of Multichannel Blind Deconvolution. | Bin Xia, Liqing Zhang |
| 2004 | ICONIP | Multichannel Blind Deconvolution of Non-minimum Phase System Using Cascade Structure. | Bin Xia, Liqing Zhang |
| 2004 | ICONIP | Temporal Independent Component Analysis for Separating Noisy Signals. | Liqing Zhang |
| 2004 | ISNN | EEG Source Localization Using Independent Residual Analysis. | Gang Tan, Liqing Zhang |
| 2004 | ISNN | Recent Developments on Convergence of Online Gradient Methods for Neural Network Training. | Wei Wu, Zhengxue Li, Guorui Feng, Naimin Zhang, Dong Nan, Zhiqiong Shao, Jie Yang, Liqing Zhang, Yuesheng Xu |
| 2003 | ICASSP | Blind deconvolution of FIR channels with binary sources: a grouping decision approach. | Yuanqing Li, Andrzej Cichocki, Liqing Zhang |
| 2003 | IWANN | Independent Residual Analysis for Temporally Correlated Signals. | Liqing Zhang, Andrzej Cichocki |
| 2001 | IWANN | Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. | Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki |
| 1999 | ISCAS | Blind separation and filtering using state space models. | Andrzej Cichocki, Liqing Zhang, Tomasz M. Rutkowski |
| 1998 | ICONIP | Two-stage Blind Deconvolution Using State-space Models. | Andrzej Cichocki, Liqing Zhang |