Improving dictionary learning using the Itakura-Saito divergence. - Zhenni Li; Shuxue Ding; Yujie Li 002; Zunyi Tang; Wuhui Chen (ChinaSIP, 2014)

A dictionary-learning algorithm for the analysis sparse model with a determinant-type of sparsity measure. - Yujie Li 002; Shuxue Ding; Zhenni Li (DSP, 2014)

Dictionary learning with ℓ1/2 regularizer for sparsity based on proximal operator. - Zhenni Li; Shuxue Ding; Yujie Li 002; Wuhui Chen (iCAST, 2015)

Analysis dictionary learning based on summation of blocked determinants measure of sparseness. - Yujie Li 002; Shuxue Ding; Zhenni Li (DSP, 2015)

Dictionary learning with log-regularizer for sparse representation. - Zhenni Li; Shuxue Ding; Yujie Li 002 (DSP, 2015)

An efficient algorithm for dictionary learning with a mixed-norm regularizer for sparsity based on proximal operator. - Zhenni Li; Shuxue Ding; Takafumi Hayashi; Wuhui Chen; Yujie Li 002 (ICSPCS, 2015)

Non-negative Dictionary-Learning Algorithm for the Analysis Model Based on L1 Norm. - Yujie Li 002; Shuxue Ding; Zhenni Li; Wuhui Chen (IIAI-AAI, 2015)

A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators. - Zhenni Li; Shuxue Ding; Yujie Li 002 (Neural Comput., 2015)

Dictionary learning for sparse representation using weighted ℓ1-norm. - Haoli Zhao; Shuxue Ding; Yujie Li 002; Zhenni Li; Xiang Li 005; Benying Tan (GlobalSIP, 2016)

Nonnegative sparse representation based on the determinant measure. - Yujie Li 002; Shuxue Ding; Benying Tan; Zhenni Li; Haoli Zhao (DSP, 2016)

Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure. - Yujie Li 002; Shuxue Ding; Zhenni Li (Digit. Signal Process., 2016)

Dictionary learning in the analysis sparse representation with optimization on Stiefel manifold. - Yujie Li 002; Shuxue Ding; Zhenni Li; Xiang Li 005; Benying Tan (GlobalSIP, 2017)

Extracting key frames from first-person videos in the common space of multiple sensors. - Yujie Li 002; Atsunori Kanemura; Hideki Asoh; Taiki Miyanishi; Motoaki Kawanabe (ICIP, 2017)

Key frame extraction from first-person video with multi-sensor integration. - Yujie Li 002; Atsunori Kanemura; Hideki Asoh; Taiki Miyanishi; Motoaki Kawanabe (ICME, 2017)

Key Frame Extraction from Video Based on Determinant-Type of Sparse Measure and DC Programming. - Yujie Li 002; Benying Tan; Shuxue Ding; Incheon Paik; Atsunori Kanemura (MCSoC, 2017)

Incoherent dictionary learning with log-regularizer based on proximal operators. - Zhenni Li; Shuxue Ding; Takafumi Hayashi; Yujie Li 002 (Digit. Signal Process., 2017)

Analysis dictionary learning using block coordinate descent framework with proximal operators. - Zhenni Li; Shuxue Ding; Takafumi Hayashi; Yujie Li 002 (Neurocomputing, 2017)

Supervised saliency maps for first-person videos based on sparse coding. - Yujie Li 002; Atsunori Kanemura; Hideki Asoh; Taiki Miyanishi; Motoaki Kawanabe (APSIPA, 2018)

A Sparse Coding Framework for Gaze Prediction in Egocentric Video. - Yujie Li 002; Atsunori Kanemura; Hideki Asoh; Taiki Miyanishi; Motoaki Kawanabe (ICASSP, 2018)

Nonnegative Sparse Representation of Signals With a Determinant-Type Sparsity Measure Based on the DC Programming. - Benying Tan; Shuxue Ding; Yujie Li 002; Xiang Li 005 (IEEE Access, 2018)

Analysis Sparse Representation for Nonnegative Signals Based on Determinant Measure by DC Programming. - Yujie Li 002; Benying Tan; Atsunori Kanemura; Shuxue Ding; Wuhui Chen (Complex., 2018)

DC programming for solving a sparse modeling problem of video key frame extraction. - Benying Tan; Yujie Li 002; Shuxue Ding; Incheon Paik; Atsunori Kanemura (Digit. Signal Process., 2018)

Dictionary learning with the ({{ ell }_{1/2}} ) -regularizer and the coherence penalty and its convergence analysis. - Zhenni Li; Takafumi Hayashi; Shuxue Ding; Yujie Li 002 (Int. J. Mach. Learn. Cybern., 2018)

Manifold optimization-based analysis dictionary learning with an ℓ1∕2-norm regularizer. - Zhenni Li; Shuxue Ding; Yujie Li 002; Zuyuan Yang; Shengli Xie; Wuhui Chen (Neural Networks, 2018)

A Novel Maximum-Likelihood Detection for the Binary MIMO System Using DC Programming. - Benying Tan; Xiang Li 005; Shuxue Ding; Yujie Li 002; Shotaro Akaho; Hideki Asoh (iCAST, 2019)

Supervised Saliency Mapping for First-Person Videos With an Inverse Sparse Coding Framework. - Yujie Li 002; Shotaro Akaho; Hideki Asoh; Benying Tan (IEEE Access, 2019)

Residual-Network-Based Supervised Gaze Prediction for First-Person Videos. - Yujie Li 002; Shuxue Ding; Xiang Li 005; Benying Tan; Atsunori Kanemura (IEEE Access, 2019)

Sparse Representation Based on the Analysis Model With Optimization on the Stiefel Manifold. - Yujie Li 002; Shuxue Ding; Benying Tan; Haoli Zhao; Zhenni Li (IEEE Access, 2019)

An $ ell_{1/2}$ -Norm Regularizer-Based Sparse Coding Framework for Gaze Prediction in First-Person Videos. - Yujie Li 002; Zhenni Li; Atsunori Kanemura (IEEE Access, 2019)

Multi-Sensor Integration for Key-Frame Extraction From First-Person Videos. - Yujie Li 002; Atsunori Kanemura; Hideki Asoh; Taiki Miyanishi; Motoaki Kawanabe (IEEE Access, 2020)

A novel dictionary learning method for sparse representation with nonconvex regularizations. - Benying Tan; Yujie Li 002; Haoli Zhao; Xiang Li 005; Shuxue Ding (Neurocomputing, 2020)

Novel LSTM-GAN Based Music Generation. - Guangwei Li; Shuxue Ding; Yujie Li 002 (WCSP, 2021)

Gaze prediction for first-person videos based on inverse non-negative sparse coding with determinant sparse measure. - Yujie Li 002; Benying Tan; Shotaro Akaho; Hideki Asoh; Shuxue Ding (J. Vis. Commun. Image Represent., 2021)

A Novel Nonlinear Dictionary Learning Algorithm Based on Nonlinear-KSVD and Nonlinear-MOD. - Xiaoju Chen; Yujie Li 002; Shuxue Ding; Benying Tan; Yuqi Jiang (CICAI (3), 2022)

A Novel Device-Free Localization Approach Based on Deep Dictionary Learning. - Manman Wang; Benying Tan; Shuxue Ding; Yujie Li 002 (CICAI (2), 2022)

Symmetry Structured Analysis Sparse Coding for Key Frame Extraction. - Yujie Li 002; Benying Tan; Shuxue Ding; Christian Desrosiers; Ahmad Chaddad (ML4CS (1), 2022)

Structured Sparse Coding With the Group Log-regularizer for Key Frame Extraction. - Zhenni Li; Yujie Li 002; Benying Tan; Shuxue Ding; Shengli Xie (IEEE CAA J. Autom. Sinica, 2022)

Nonlinear dictionary learning algorithm with nonconvex regularizations. - Jie Lin; Yujie Li 002; Benying Tan; Shuxue Ding (CCIS, 2023)

Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria. - Kangkang Zhang; Benying Tan; Shuxue Ding; Yujie Li 002; Guangwei Li (Int. J. Mach. Learn. Cybern., 2023)

A DCA-based sparse coding for video summarization with MCP. - Yujie Li 002; Zhenni Li; Benying Tan; Shuxue Ding (IET Image Process., 2023)

Bar transformer: a hierarchical model for learning long-term structure and generating impressive pop music. - Yang Qin; Huiming Xie; Shuxue Ding; Benying Tan; Yujie Li 002; Bin Zhao; Mao Ye (Appl. Intell., 2023)

A new device-free localization method for RSS data with considering correlations. - Ziwei Xia; Benying Tan; Haoli Zhao; Shuxue Ding; Yujie Li 002 (Comput. Commun., 2023)

Accelerated Deep Nonlinear Dictionary Learning. - Benying Tan; Jie Lin; Yang Qin; Shuxue Ding; Yujie Li 002 (ACCV (1), 2024)

Score Images as a Modality: Enhancing Symbolic Music Understanding through Large-Scale Multimodal Pre-Training. - Yang Qin; Huiming Xie; Shuxue Ding; Yujie Li 002; Benying Tan; Mingchuan Ye (Sensors, 2024)

A flare removal network for night vision perception: Resistant to the interference of complex light. - Yan Liu 079; Guan Huang; Wenting Qi; Yujie Li 002 (IET Image Process., 2024)

Enhancing Large Language Model Fine-Tuning with Sharpness-Aware Minimization Under Split Federated Learning. - Benying Tan; Jie Ren; Yujie Li 002; Shuxue Ding; Ahmad Chaddad (ICIC (9), 2025)

Enhancing Intermodal Interaction for Unified Vision-Language Understanding and Generation. - Yang Qin; Huiming Xie; Yujie Li 002; Benying Tan; Shuxue Ding (Data Intell., 2025)

An intelligent retrievable object-tracking system with real-time edge inference capability. - Yujie Li 002; Yifu Wang; Zihang Ma; Xinghe Wang; Benying Tan; Shuxue Ding (IET Image Process., 2025)

Lifted proximal operator machine-based deep nonlinear dictionary learning with multilayer regularization. - Jie Lin; Benying Tan; Yujie Li 002; Yang Qin; Shuxue Ding (Neurocomputing, 2025)