Qibin Zhao

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 173

Top Venues

CoRR

ICASSP

AAAI

IEEE Trans. Neural Networks Learn. Syst.

Publications

Junhua Zeng, Guoxu Zhou, Yuning Qiu, Yumeng Ma, Qibin Zhao
Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Qi Jiang, Guoxu Zhou, Qibin Zhao
Semi-supervised multi-view concept decomposition. Expert Syst. Appl. 241 (2024)
Junhua Zeng, Guoxu Zhou, Yuning Qiu, Chao Li, Qibin Zhao
Bayesian tensor network structure search and its application to tensor completion. Neural Networks 175 (2024)
Binghua Li, Jie Mao, Zhe Sun, Chao Li, Qibin Zhao, Toshihisa Tanaka
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification. CoRR (2024)
Junhua Zeng, Guoxu Zhou, Chao Li, Zhun Sun, Qibin Zhao
Discovering More Effective Tensor Network Structure Search Algorithms via Large Language Models (LLMs). CoRR (2024)
Xuanyu Jin, Ni Li, Wanzeng Kong, Qibin Zhao, Jiajia Tang, Li Zhu, Jianting Cao
Disentangled Adversarial Generalization Network for Cross-Session Task-Independent Brainprint Recognition. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Robust Diffusion Models for Adversarial Purification. CoRR (2024)
Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge. CoRR (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. CoRR (2024)
Junhua Zeng, Yuning Qiu, Yumeng Ma, Andong Wang, Qibin Zhao
A Novel Tensor Ring Sparsity Measurement for Image Completion. Entropy 26 (2) (2024)
Jianfu Zhang, Yan Hong, Dawei Cheng, Liqing Zhang, Qibin Zhao
Hierarchical Attacks on Large-Scale Graph Neural Networks. ICASSP (2024)
Haonan Huang, Guoxu Zhou, Qibin Zhao, Lifang He, Shengli Xie
Comprehensive Multiview Representation Learning via Deep Autoencoder-Like Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Efficient Nonparametric Tensor Decomposition for Binary and Count Data. AAAI (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. ICLR (2024)
Mingyuan Bai, Derun Zhou, Qibin Zhao
TendiffPure: a convolutional tensor-train denoising diffusion model for purification. Frontiers Inf. Technol. Electron. Eng. 25 (1) (2024)
Yuning Qiu, Guoxu Zhou, Andong Wang, Zhenhao Huang, Qibin Zhao
Towards Multi-Mode Outlier Robust Tensor Ring Decomposition. AAAI (2024)
Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie
Noisy Tensor Completion via Low-Rank Tensor Ring. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Yichun Qiu, Weijun Sun, Guoxu Zhou, Qibin Zhao
Towards efficient and accurate approximation: tensor decomposition based on randomized block Krylov iteration. Signal Image Video Process. 18 (8-9) (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Nonparametric tensor ring decomposition with scalable amortized inference. Neural Networks 169 (2024)
Dai Shi, Zhiqi Shao, Yi Guo, Qibin Zhao, Junbin Gao
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and as Non-Linear Diffusion. Trans. Mach. Learn. Res. 2024 (2024)
Guang Lin, Qibin Zhao
Large Language Model Sentinel: Advancing Adversarial Robustness by LLM Agent. CoRR (2024)
Dongping Zhang, Haonan Huang, Qibin Zhao, Guoxu Zhou
Generalized latent multi-view clustering with tensorized bipartite graph. Neural Networks 175 (2024)
Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen
Jacobian Regularizer-based Neural Granger Causality. CoRR (2024)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Efficient Nonparametric Tensor Decomposition for Binary and Count Data. CoRR (2024)
Wanqi Zhou, Shuanghao Bai, Qibin Zhao, Badong Chen
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective. CoRR (2024)
Chao Li, Junhua Zeng, Chunmei Li, Cesar F. Caiafa, Qibin Zhao
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations. ICML (2023)
Qi Jiang, Guoxu Zhou, Qibin Zhao
Semi-supervised multi-view concept decomposition. CoRR (2023)
Jianfu Zhang, Yan Hong, Qibin Zhao
Memorization Weights for Instance Reweighting in Adversarial Training. AAAI (2023)
Jiajia Tang, Dongjun Liu, Xuanyu Jin, Yong Peng, Qibin Zhao, Yu Ding, Wanzeng Kong
BAFN: Bi-Direction Attention Based Fusion Network for Multimodal Sentiment Analysis. IEEE Trans. Circuits Syst. Video Technol. 33 (4) (2023)
Dai Shi, Zhiqi Shao, Yi Guo, Qibin Zhao, Junbin Gao
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion. CoRR (2023)
Andong Wang, Chao Li, Mingyuan Bai, Zhong Jin, Guoxu Zhou, Qibin Zhao
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks. NeurIPS (2023)
Yuyuan Yu, Guoxu Zhou, Ning Zheng, Yuning Qiu, Shengli Xie, Qibin Zhao
Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning. IEEE Trans. Cybern. 53 (5) (2023)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Undirected Probabilistic Model for Tensor Decomposition. NeurIPS (2023)
Hailin Wang, Jiangjun Peng, Xiangyong Cao, Jianjun Wang, Qibin Zhao, Deyu Meng
Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jiajia Tang, Ming Hou, Xuanyu Jin, Jianhai Zhang, Qibin Zhao, Wanzeng Kong
Tree-Based Mix-Order Polynomial Fusion Network for Multimodal Sentiment Analysis. Syst. 11 (1) (2023)
Zhiqi Shao, Dai Shi, Andi Han, Yi Guo, Qibin Zhao, Junbin Gao
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond. CoRR (2023)
Chao Li, Junhua Zeng, Chunmei Li, Cesar F. Caiafa, Qibin Zhao
Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations. CoRR (2023)
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search. CoRR (2023)
Zerui Tao, Toshihisa Tanaka, Qibin Zhao
Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. ICONIP (1) (2023)
Jing Wang, Aixi Qu, Qing Wang, Qibin Zhao, Ju Liu, Qiang Wu
TT-Net: Tensorized Transformer Network for 3D medical image segmentation. Comput. Medical Imaging Graph. 107 (2023)
Haonan Huang, Guoxu Zhou, Yanghang Zheng, Zuyuan Yang, Qibin Zhao
Exclusivity and consistency induced NMF for multi-view representation learning. Knowl. Based Syst. 281 (2023)
Haonan Huang, Guoxu Zhou, Naiyao Liang, Qibin Zhao, Shengli Xie
Diverse Deep Matrix Factorization with Hypergraph Regularization for Multi-View Data Representation. IEEE CAA J. Autom. Sinica 10 (11) (2023)
Andong Wang, Chao Li, Mingyuan Bai, Zhong Jin, Guoxu Zhou, Qibin Zhao
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks. CoRR (2023)
Jiajia Tang, Kang Li, Ming Hou, Xuanyu Jin, Wanzeng Kong, Yu Ding, Qibin Zhao
MMT: Multi-way Multi-modal Transformer for Multimodal Learning. IJCAI (2022)
Kahoko Takahashi, Zhe Sun, Jordi Solé-Casals, Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Hui-Hai Zhao, Shangkun Deng, Ruggero Micheletto
Data augmentation for Convolutional LSTM based brain computer interface system. Appl. Soft Comput. 122 (2022)
Haonan Huang, Yihao Luo, Guoxu Zhou, Qibin Zhao
Multi-View Data Representation Via Deep Autoencoder-Like Nonnegative Matrix Factorization. ICASSP (2022)
Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
Hyperspectral super-resolution via coupled tensor ring factorization. Pattern Recognit. 122 (2022)
Yuyuan Yu, Guoxu Zhou, Haonan Huang, Shengli Xie, Qibin Zhao
Multi-view Data Classification with a Label-driven Auto-weighted Strategy. CoRR (2022)
Yuning Qiu, Guoxu Zhou, Qibin Zhao, Shengli Xie
Noisy Tensor Completion via Low-rank Tensor Ring. CoRR (2022)
Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG. NeurIPS (2022)
Chao Li, Junhua Zeng, Zerui Tao, Qibin Zhao
Permutation Search of Tensor Network Structures via Local Sampling. ICML (2022)
Tenghui Li, Guoxu Zhou, Yuning Qiu, Qibin Zhao
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective. J. Mach. Learn. Res. 23 (2022)
Yuyuan Yu, Guoxu Zhou, Haonan Huang, Shengli Xie, Qibin Zhao
A semi-supervised label-driven auto-weighted strategy for multi-view data classification. Knowl. Based Syst. 255 (2022)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Xinhai Zhao, Yuyuan Yu, Guoxu Zhou, Qibin Zhao, Weijun Sun
Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation. Appl. Intell. 52 (15) (2022)
Hiromu Takayama, Qibin Zhao, Hidekata Hontani, Tatsuya Yokota
Bayesian Tensor Completion and Decomposition with Automatic CP Rank Determination Using MGP Shrinkage Prior. SN Comput. Sci. 3 (3) (2022)
Chao Li, Junhua Zeng, Zerui Tao, Qibin Zhao
Permutation Search of Tensor Network Structures via Local Sampling. CoRR (2022)
Peilin Yang, Weijun Sun, Qibin Zhao, Guoxu Zhou
Latent Matrices for Tensor Network Decomposition and to Tensor Completion. CoRR (2022)
Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Yuning Qiu, Guoxu Zhou, Junhua Zeng, Qibin Zhao, Shengli Xie
Imbalanced low-rank tensor completion via latent matrix factorization. Neural Networks 155 (2022)
Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG. CoRR (2022)
Kriton Konstantinidis, Yao Lei Xu, Qibin Zhao, Danilo P. Mandic
Variational Bayesian Tensor Networks with Structured Posteriors. ICASSP (2022)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors. J. Sci. Comput. 92 (1) (2022)
Mingyuan Bai, Jie Chen, Qibin Zhao, Chao Li, Junping Zhang, Junbin Gao
Tensor Neural Controlled Differential Equations. IJCNN (2022)
Yichun Qiu, Weijun Sun, Guoxu Zhou, Qibin Zhao
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration. CoRR (2022)
Xinqi Chen, Guoxu Zhou, Yanjiao Wang, Ming Hou, Qibin Zhao, Shengli Xie
Accommodating Multiple Tasks' Disparities With Distributed Knowledge-Sharing Mechanism. IEEE Trans. Cybern. 52 (4) (2022)
Yuning Qiu, Guoxu Zhou, Zhenhao Huang, Qibin Zhao, Shengli Xie
Efficient Tensor Robust PCA Under Hybrid Model of Tucker and Tensor Train. IEEE Signal Process. Lett. 29 (2022)
Zefeng Chen, Guoxu Zhou, Qibin Zhao
Hierarchical Factorization Strategy for High-Order Tensor and Application to Data Completion. IEEE Signal Process. Lett. 28 (2021)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. AAAI (2021)
Yuning Qiu, Guoxu Zhou, Zhenhao Huang, Qibin Zhao, Shengli Xie
Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train. CoRR (2021)
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals, Qibin Zhao
Learning From Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding. CVPR Workshops (2021)
Tenghui Li, Guoxu Zhou, Yuning Qiu, Qibin Zhao
Understanding Convolutional Neural Networks from Theoretical Perspective via Volterra Convolution. CoRR (2021)
Xuyang Zhao, Jordi Solé-Casals, Qibin Zhao, Jianting Cao, Toshihisa Tanaka
Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation. APSIPA ASC (2021)
Andong Wang, Guoxu Zhou, Zhong Jin, Qibin Zhao
Tensor Recovery via $*_L$-Spectral $k$-Support Norm. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Xinhai Zhao, Yuyuan Yu, Guoxu Zhou, Qibin Zhao, Weijun Sun
Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation. CoRR (2021)
Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. ACL/IJCNLP (1) (2021)
Zihao Huang, Chao Li, Feng Duan, Qibin Zhao
Multi-distorted Image Restoration with Tensor 1 × 1 Convolutional Layer. IJCNN (2021)
Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Xingyu He, Qibin Zhao
On the Memory Mechanism of Tensor-Power Recurrent Models. AISTATS (2021)
Andong Wang, Guoxu Zhou, Qibin Zhao
Guaranteed Robust Tensor Completion via ∗L-SVD with Applications to Remote Sensing Data. Remote. Sens. 13 (18) (2021)
Mingyuan Bai, Qibin Zhao, Junbin Gao
Tensorial Time Series Prediction via Tensor Neural Ordinary Differential Equations. IJCNN (2021)
Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Xingyu He, Qibin Zhao
On the Memory Mechanism of Tensor-Power Recurrent Models. CoRR (2021)
Jianfu Zhang, Zerui Tao, Liqing Zhang, Qibin Zhao
Tensor Decomposition Via Core Tensor Networks. ICASSP (2021)
Zhun Sun, Chao Li, Qibin Zhao
Hide Chopin in the Music: Efficient Information Steganography Via Random Shuffling. ICASSP (2021)
Jinshi Yu, Guoxu Zhou, Chao Li, Qibin Zhao, Shengli Xie
Low Tensor-Ring Rank Completion by Parallel Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Zerui Tao, Xuyang Zhao, Toshihisa Tanaka, Qibin Zhao
Bayesian Latent Factor Model for Higher-order Data. ACML (2021)
Binghua Li, Zhiwen Zhang, Feng Duan, Zhenglu Yang, Qibin Zhao, Zhe Sun, Jordi Solé-Casals
Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals. Neurocomputing 465 (2021)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR (2020)
Yuyuan Yu, Guoxu Zhou, Ning Zheng, Shengli Xie, Qibin Zhao
Graph Regularized Nonnegative Tensor Ring Decomposition for Multiway Representation Learning. CoRR (2020)
Chao Li, Mohammad Emtiyaz Khan, Zhun Sun, Gang Niu, Bo Han, Shengli Xie, Qibin Zhao
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling. AAAI (2020)
Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization. CoRR (2020)
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion. Mach. Learn. 109 (3) (2020)
Andong Wang, Chao Li, Zhong Jin, Qibin Zhao
Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms. AAAI (2020)
Zihao Huang, Chao Li, Feng Duan, Qibin Zhao
H-OWAN: Multi-distorted Image Restoration with Tensor 1x1 Convolution. CoRR (2020)
Binghua Li, Chao Li, Feng Duan, Ning Zheng, Qibin Zhao
TPFN: Applying Outer Product Along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data. ECCV (24) (2020)
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals, Qibin Zhao
Learning from Incomplete Data by Simultaneous Training of Neural Networks and Sparse Coding. CoRR (2020)
Xuyang Zhao, Jordi Solé-Casals, Binghua Li, Zihao Huang, Andong Wang, Jianting Cao, Toshihisa Tanaka, Qibin Zhao
Classification of Epileptic IEEG Signals by CNN and Data Augmentation. ICASSP (2020)
Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. ACL (1) (2019)
Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron
Editorial to The Special Issue on Tensor Image Processing. Signal Process. Image Commun. 73 (2019)
Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. CoRR (2019)
Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG. AIAI (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Qibin Zhao