Semisupervised Feature Selection via Generalized Uncorrelated Constraint and Manifold Embedding. - Xuelong Li 001; Yunxing Zhang; Rui Zhang 017 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Unsupervised Feature Selection With Constrained ℓ₂, ₀-Norm and Optimized Graph. - Feiping Nie 001; Xia Dong; Lai Tian; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Multitask Attention Network for Lane Detection and Fitting. - Qi Wang 009; Tao Han 002; Zequn Qin; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification. - Qi Wang 009; Wei Huang; Zhitong Xiong; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Fast Self-Supervised Clustering With Anchor Graph. - Jingyu Wang 002; Zhenyu Ma; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Fast Unsupervised Projection for Large-Scale Data. - Jingyu Wang 002; Lin Wang 040; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Novel Formulation of Trace Ratio Linear Discriminant Analysis. - Jingyu Wang 002; Lin Wang 040; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Unsupervised Adaptive Embedding for Dimensionality Reduction. - Jingyu Wang 002; Fangyuan Xie; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering. - Danyang Wu; Feiping Nie 001; Xia Dong; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks. - Guo-Sen Xie; Zheng Zhang 006; Guoshuai Liu; Fan Zhu 001; Li Liu 004; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Unsupervised Feature Selection via Adaptive Graph Learning and Constraint. - Rui Zhang 017; Yunxing Zhang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Maximum Joint Probability With Multiple Representations for Clustering. - Rui Zhang 017; Hongyuan Zhang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure. - Rui Zhang 017; Hongyuan Zhang 001; Xuelong Li 001; Sheng Yang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Locating Multi-Sources in Social Networks With a Low Infection Rate. - Peican Zhu; Le Cheng; Chao Gao; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Netw. Sci. Eng., 2022)

Community Detection in Graph: An Embedding Method. - Junyou Zhu; Chunyu Wang; Chao Gao; Fan Zhang 094; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Netw. Sci. Eng., 2022)

Efficient Top-K Feature Selection Using Coordinate Descent Method. - Lei Xu 028; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (AAAI, 2023)

Affordance-Driven Next-Best-View Planning for Robotic Grasping. - Xuechao Zhang; Dong Wang 028; Sun Han; Weichuang Li; Bin Zhao 001; Zhigang Wang 002; Xiaoming Duan; Chongrong Fang; Xuelong Li 001; Jianping He 001 (CoRL, 2023)

One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field. - Weichuang Li; Longhao Zhang; Dong Wang 028; Bin Zhao 001; Zhigang Wang 002; Mulin Chen; Bang Zhang; Zhongjian Wang; Liefeng Bo; Xuelong Li 001 (CVPR, 2023)

Fully Self-Supervised Depth Estimation from Defocus Clue. - Haozhe Si; Bin Zhao 001; Dong Wang 028; Yunpeng Gao; Mulin Chen; Zhigang Wang 002; Xuelong Li 001 (CVPR, 2023)

Propagate and Calibrate: Real-Time Passive Non-Line-of-Sight Tracking. - Yihao Wang; Zhigang Wang 002; Bin Zhao 001; Dong Wang 028; Mulin Chen; Xuelong Li 001 (CVPR, 2023)

Multi-View K-Means with Laplacian Embedding. - Zhezheng Hao; Zhoumin Lu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2023)

Densitytoken: Weakly-Supervised Crowd Counting with Density Classification. - Zaiyi Hu; Binglu Wang; Xuelong Li 001 (ICASSP, 2023)

Learn Topological Representation with Flexible Manifold Layer. - Ziheng Jiao; Hongyuan Zhang 001; Xuelong Li 001 (ICASSP, 2023)

Difference Guided VHR Remote Sensing Image Change Detection. - Jiukai Sun; Ganchao Liu; Xuelong Li 001; Yuan Yuan 001 (ICASSP, 2023)

Meta++ Network for Few-Shot Aerospace Crack Segmentation. - Chengyuan Xu; Kang Liu 014; Xuelong Li 001 (ICASSP, 2023)

Underwater Image Restoration with Light-Aware Progressive Network. - Jian Yang 019; Chen Li 063; Xuelong Li 001 (ICASSP, 2023)

Unsupervised Feature Selection with self-Weighted and ℓ2,0-Norm Constraint. - Yongjin Yuan; Zheng Wang 037; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2023)

Multilayer Subspace Learning With Self-Sparse Robustness for Two-Dimensional Feature Extraction. - Han Zhang 012; Maoguo Gong; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2023)

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding. - Zoey Guo; Yiwen Tang; Ray Zhang 002; Dong Wang 028; Zhigang Wang 002; Bin Zhao 001; Xuelong Li 001 (ICCV, 2023)

Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction. - Delin Qu; Yizhen Lao; Zhigang Wang 002; Dong Wang 028; Bin Zhao 001; Xuelong Li 001 (ICCV, 2023)

Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract). - Yong Chen 008; Hui Zhang 028; Zhibao Tian; Jun Wang 012; Dell Zhang; Xuelong Li 001 (ICDE, 2023)

Semi-Supervised Top-k Feature Selection with a General Optimization Framework. - Lei Xu 028; Rong Wang 001; Feiping Nie 001; Jun Wu; Xuelong Li 001 (ICME, 2023)

Behavior Contrastive Learning for Unsupervised Skill Discovery. - Rushuai Yang; Chenjia Bai; Hongyi Guo; Siyuan Li 003; Bin Zhao 001; Zhen Wang 004; Peng Liu 008; Xuelong Li 001 (ICML, 2023)

Sequential Attention Source Identification Based on Feature Representation. - Dongpeng Hou; Zhen Wang 004; Chao Gao; Xuelong Li 001 (IJCAI, 2023)

A Multitask Framework for Graffiti-to-Image Translation. - Ying Yang; Mulin Chen; Xuelong Li 001 (ACM Multimedia, 2023)

Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning. - Haoran He; Chenjia Bai; Kang Xu; Zhuoran Yang; Weinan Zhang 001; Dong Wang 028; Bin Zhao 001; Xuelong Li 001 (NeurIPS, 2023)

Cross-Domain Policy Adaptation via Value-Guided Data Filtering. - Kang Xu; Chenjia Bai; Xiaoteng Ma; Dong Wang 028; Bin Zhao 001; Zhen Wang 004; Xuelong Li 001; Wei Li 235 (NeurIPS, 2023)

Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy. - Lei Xu 028; Lei Chen 011; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (NeurIPS, 2023)

Pairwise-interactions-based Bayesian Inference of Network Structure from Information Cascades. - Chao Gao; Yuchen Wang; Zhen Wang 004; Xianghua Li; Xuelong Li 001 (WWW, 2023)

Lightweight source localization for large-scale social networks. - Zhen Wang 004; Dongpeng Hou; Chao Gao; Xiaoyu Li; Xuelong Li 001 (WWW, 2023)

Delegated variational quantum algorithms based on quantum homomorphic encryption. - Qin Li 009; Junyu Quan; Jinjing Shi; Shichao Zhang 001; Xuelong Li 001 (CoRR, 2023)

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance. - Ziyu Guo; Yiwen Tang; Renrui Zhang; Dong Wang 028; Zhigang Wang 002; Bin Zhao 001; Xuelong Li 001 (CoRR, 2023)

Imbalanced Aircraft Data Anomaly Detection. - Hao Yang; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2023)

On the Value of Myopic Behavior in Policy Reuse. - Kang Xu; Chenjia Bai; Shuang Qiu; Haoran He; Bin Zhao 001; Zhen Wang 004; Wei Li 235; Xuelong Li 001 (CoRR, 2023)

Variational Positive-incentive Noise: How Noise Benefits Models. - Hongyuan Zhang 001; Sida Huang; Xuelong Li 001 (CoRR, 2023)

Disentangled Contrastive Image Translation for Nighttime Surveillance. - Guanzhou Lan; Bin Zhao 001; Xuelong Li 001 (CoRR, 2023)

Robust Quadrupedal Locomotion via Risk-Averse Policy Learning. - Jiyuan Shi; Chenjia Bai; Haoran He; Lei Han 001; Dong Wang 028; Bin Zhao 001; Xiu Li 001; Xuelong Li 001 (CoRR, 2023)

Distance Weighted Trans Network for Image Completion. - Pourya Shamsolmoali; Masoumeh Zareapoor; Huiyu Zhou 001; Xuelong Li 001; Yue Lu (CoRR, 2023)

Discretize Relaxed Solution of Spectral Clustering via a Non-Heuristic Algorithm. - Hongyuan Zhang 001; Xuelong Li 001 (CoRR, 2023)

Implicit Event-RGBD Neural SLAM. - Delin Qu; Chi Yan; Dong Wang 028; Jie Yin; Dan Xu 002; Bin Zhao 001; Xuelong Li 001 (CoRR, 2023)

Calibration-free quantitative phase imaging in multi-core fiber endoscopes using end-to-end deep learning. - Jiawei Sun; Bin Zhao 001; Dong Wang 028; Zhigang Wang 002; Jie Zhang; Nektarios Koukourakis; Jürgen W. Czarske; Xuelong Li 001 (CoRR, 2023)

SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Action Segmentation. - Feixiang Zhou; Zheheng Jiang; Huiyu Zhou 001; Xuelong Li 001 (CoRR, 2023)

Field-matching attention network for object detection. - Yongsheng Dong; Longchao Shen; Yuanhua Pei; Haotian Yang; Xuelong Li 001 (Neurocomputing, 2023)

Object-aware bounding box regression for online multi-object tracking. - Hongli Li; Yongsheng Dong; Xuelong Li 001 (Neurocomputing, 2023)

Multi-stage context refinement network for semantic segmentation. - Qing Liu; Yongsheng Dong; Xuelong Li 001 (Neurocomputing, 2023)

Max-Min Robust Principal Component Analysis. - Sisi Wang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2023)

Calibrated multi-task subspace learning via binary group structure constraint. - Wei Chang 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2023)

An efficient semi-supervised balanced cut with hard pairwise constraints and partial labels. - Weizhong Yu; Liyin Xing; Feiping Nie 001; Xuelong Li 001 (Knowl. Based Syst., 2023)

Fast neighborhood reconstruction with adaptive weights learning. - Xiaowei Zhao 002; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (Knowl. Based Syst., 2023)

NAS-Kernel: Learning Suitable Gaussian Kernel for Remote-Sensing Object Counting. - Liangliang Zhao; Junyu Gao 001; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition. - Qi Wang 009; Xiaocheng Lu; Cong Zhang; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning. - Xuelong Li 001; Hongyuan Zhang 001; Rui Zhang 017 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Centerless Clustering. - Shenfei Pei; Huimin Chen; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Cross-domain structure learning for visual data recognition. - Yuwu Lu; Xingping Luo; Jiajun Wen 001; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2023)

Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint. - Mengbo You; Aihong Yuan; Dongjian He; Xuelong Li 001 (Pattern Recognit., 2023)

Feature Weighted Non-Negative Matrix Factorization. - Mulin Chen; Maoguo Gong; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors. - Zhengxin Li; Feiping Nie 001; Danyang Wu; Zhanxuan Hu; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Learning an Optimal Bipartite Graph for Subspace Clustering via Constrained Laplacian Rank. - Feiping Nie 001; Wei Chang 002; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Edge-Guided Remote-Sensing Image Compression. - Pengfei Han; Bin Zhao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Knowledge-Aided Momentum Contrastive Learning for Remote-Sensing Image Text Retrieval. - Zhong Ji; Changxu Meng; Yan Zhang 135; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Adjacent Complementary Network for Salient Object Detection in Optical Remote Sensing Images. - Dawei Song 003; Yongsheng Dong; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep Spectral Clustering With Regularized Linear Embedding for Hyperspectral Image Clustering. - Yang Zhao 021; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness. - Yin-Ping Zhao; Hongyan Li; Yongyong Chen; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Memorizing Complementation Network for Few-Shot Class-Incremental Learning. - Zhong Ji; Zhishen Hou; Xiyao Liu 002; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Guided Discrimination and Correlation Subspace Learning for Domain Adaptation. - Yuwu Lu; Wai Keung Wong; Biqing Zeng; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

VTAE: Variational Transformer Autoencoder With Manifolds Learning. - Pourya Shamsolmoali; Masoumeh Zareapoor; Huiyu Zhou 001; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Selecting High-Quality Proposals for Weakly Supervised Object Detection With Bottom-Up Aggregated Attention and Phase-Aware Loss. - Zhihao Wu 002; Chengliang Liu 003; Jie Wen 001; Yong Xu 001; Jian Yang 003; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Toward Projected Clustering With Aggregated Mapping. - Hongyuan Zhang 001; Yanan Zhu; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Deformable Density Estimation via Adaptive Representation. - Zhiyuan Zhao 005; Xuelong Li 001 (IEEE Trans. Image Process., 2023)

Fast Multi-View Clustering via Prototype Graph. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Fast Optimization of Spectral Embedding and Improved Spectral Rotation. - Zhen Wang 004; Xiangfeng Dai; Peican Zhu; Rong Wang 001; Xuelong Li 001; Feiping Nie 001 (IEEE Trans. Knowl. Data Eng., 2023)

Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure. - Tong Wu 006; Rui Zhang 017; Ziheng Jiao; Xian Wei; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Self-Supervised Learning for Heterogeneous Audiovisual Scene Analysis. - Di Hu 001; Zheng Wang 037; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Multim., 2023)

Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. - Yanli Ji; Shuo Ma; Xing Xu 001; Xuelong Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

Prototype-Based Intent Perception. - Binglu Wang; Kang Yang; Yongqiang Zhao 001; Teng Long; Xuelong Li 001 (IEEE Trans. Multim., 2023)

Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Manifold Neural Network With Non-Gradient Optimization. - Rui Zhang 017; Ziheng Jiao; Hongyuan Zhang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Label-Guided Generative Adversarial Network for Realistic Image Synthesis. - Junchen Zhu; Lianli Gao; Jingkuan Song; Yuan-Fang Li; Feng Zheng; Xuelong Li 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

G2LP-Net: Global to Local Progressive Video Inpainting Network. - Zhong Ji; Jiacheng Hou; Yimu Su; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network. - Guo-Sen Xie; Zheng Zhang 006; Huan Xiong; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation. - Mengbo You; Aihong Yuan; Min Zou; Dongjian He; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Self-Weighted Unsupervised LDA. - Xuelong Li 001; Yunxing Zhang; Rui Zhang 017 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Noncooperative Model Predictive Game With Markov Jump Graph. - Yang Xu 050; Yuan Yuan 006; Zhen Wang 004; Xuelong Li 001 (IEEE CAA J. Autom. Sinica, 2023)

Sparse PCA via $ ell _{2,p}$ℓ2,p-Norm Regularization for Unsupervised Feature Selection. - Zhengxin Li; Feiping Nie 001; Jintang Bian; Danyang Wu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Feature-Sparse Principal Subspace. - Feiping Nie 001; Lai Tian; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Unsupervised Graph Embedding via Adaptive Graph Learning. - Rui Zhang 017; Yunxing Zhang; Chengjun Lu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Real-Time Stereo 3D Car Detection With Shape-Aware Non-Uniform Sampling. - Aqi Gao; Jiale Cao; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Intell. Transp. Syst., 2023)

An Effective and Efficient Algorithm for K-Means Clustering With New Formulation. - Feiping Nie 001; Ziheng Li; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Unsupervised Subspace Learning With Flexible Neighboring. - Weizhong Yu; Jintang Bian; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Spectral Clustering With Adaptive Neighbors for Deep Learning. - Yang Zhao 021; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature]. - Chao Gao; Ze Yin; Zhen Wang 004; Xianghua Li; Xuelong Li 001 (IEEE Comput. Intell. Mag., 2023)

Parameterized Hamiltonian Learning With Quantum Circuit. - Jinjing Shi; Wenxuan Wang; Xiaoping Lou; Shichao Zhang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fast Unsupervised Feature Selection With Bipartite Graph and $ ell _{2,0}$ℓ2,0-Norm Constraint. - Hong Chen 015; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Semi-Supervised Learning via Bipartite Graph Construction With Adaptive Neighbors. - Zhen Wang 004; Long Zhang; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Hierarchical Regression and Classification for Accurate Object Detection. - Jiale Cao; Yanwei Pang; Jungong Han; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Differentiable Perspective for Multi-View Spectral Clustering With Flexible Extension. - Zhoumin Lu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks. - Chao Gao; Junyou Zhu; Fan Zhang 094; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Graph-Based Soft-Balanced Fuzzy Clustering. - Chaodie Liu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2023)

Sparse and Flexible Projections for Unsupervised Feature Selection. - Rong Wang 001; Canyu Zhang; Jintang Bian; Zheng Wang 037; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Anomaly Detection With Representative Neighbors. - Huawen Liu; Xiaodan Xu; Enhui Li; Shichao Zhang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Joint Feature Selection and Extraction With Sparse Unsupervised Projection. - Jingyu Wang 002; Lin Wang 040; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Feature selection with multi-class logistic regression. - Jingyu Wang 002; Hongmei Wang; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2023)

Non-Graph Data Clustering via $ mathcal {O}(n)$O(n) Bipartite Graph Convolution. - Hongyuan Zhang 001; Jiankun Shi; Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Elaborate multi-task subspace learning with discrete group constraint. - Wei Chang 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2023)

Sparse feature selection via fast embedding spectral analysis. - Jingyu Wang 002; Hongmei Wang; Feiping Nie 001; Xuelong Li 001 (Pattern Recognit., 2023)

Iteratively Re-Weighted Method for Sparsity-Inducing Norms. - Feiping Nie 001; Zhanxuan Hu; Xiaoqian Wang 001; Xuelong Li 001; Heng Huang (IEEE Trans. Knowl. Data Eng., 2023)

Rank-$r$r Discrete Matrix Factorization for Anchor Graph Clustering. - Jingjing Xue; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Sparse robust subspace learning via boolean weight. - Sisi Wang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (Inf. Fusion, 2023)

Large-Scale Clustering With Structured Optimal Bipartite Graph. - Han Zhang 012; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Subspace Clustering via Adaptive Non-Negative Representation Learning and Its Application to Image Segmentation. - Yin-Ping Zhao; Xiangfeng Dai; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Scalable Fuzzy Clustering With Anchor Graph. - Chaodie Liu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Effective Clustering via Structured Graph Learning. - Danyang Wu; Feiping Nie 001; Jitao Lu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

Implicit Weight Learning for Multi-View Clustering. - Feiping Nie 001; Shaojun Shi; Jing Li 009; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

AudioVisual Video Summarization. - Bin Zhao 001; Maoguo Gong; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Geometric Transformation for Point Cloud Completion. - Shengping Zhang; Xianzhu Liu; Haozhe Xie; Liqiang Nie; Huiyu Zhou 001; Dacheng Tao; Xuelong Li 001 (Int. J. Comput. Vis., 2023)

Smoothing group L1/2 regularized discriminative broad learning system for classification and regression. - Dengxiu Yu; Qian Kang; Junwei Jin; Zhen Jane Wang 001; Xuelong Li 001 (Pattern Recognit., 2023)

$ ell _{2,p}$-Norm and Mahalanobis Distance-Based Robust Fuzzy C-Means. - Qiang Chen; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2023)

Multitask Learning for Classification Problem via New Tight Relaxation of Rank Minimization. - Wei Chang 002; Feiping Nie 001; Yijie Zhi; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Rooted Mahalanobis distance based Gustafson-Kessel fuzzy C-means. - Qiang Chen; Weizhong Yu; Xiaowei Zhao 002; Feiping Nie 001; Xuelong Li 001 (Inf. Sci., 2023)

Robust rank-one matrix completion with rank estimation. - Ziheng Li; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2023)

Learning pixel-adaptive weights for portrait photo retouching. - Binglu Wang; Chengzhe Lu; Dawei Yan; Yongqiang Zhao 001; Ning Li; Xuelong Li 001 (Pattern Recognit., 2023)

AA-LMM: Robust Accuracy-Aware Linear Mixture Model for Remote Sensing Image Registration. - Jian Yang 019; Chen Li 063; Xuelong Li 001 (Remote. Sens., 2023)

GLCM: Global-Local Captioning Model for Remote Sensing Image Captioning. - Qi Wang 009; Wei Huang; Xueting Zhang; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Entropy Minimizing Matrix Factorization. - Mulin Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Discriminative Projected Clustering via Unsupervised LDA. - Feiping Nie 001; Xia Dong; Zhanxuan Hu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Discrete Robust Principal Component Analysis via Binary Weights Self-Learning. - Feiping Nie 001; Sisi Wang; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Local Embedding Learning via Landmark-Based Dynamic Connections. - Feiping Nie 001; Canyu Zhang; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Nonlinear Feature Selection Neural Network via Structured Sparse Regularization. - Rong Wang 001; Jintang Bian; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Robust Supervised and Semisupervised Least Squares Regression Using ℓ2,p-Norm Minimization. - Jingyu Wang 002; Fangyuan Xie; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning. - Guo-Sen Xie; Xu-Yao Zhang; Tian-Zhu Xiang; Fang Zhao 006; Zheng Zhang 006; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Embedding Graph Auto-Encoder for Graph Clustering. - Hongyuan Zhang 001; Pei Li; Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Third-Party Intervention of Cooperation in Multilayer Networks. - Hao Guo; Zhao Song 008; Matjaz Perc; Xuelong Li 001; Zhen Wang 004 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Enhanced Robust Fuzzy K-Means Clustering joint ℓ0-norm constraint. - Jingyu Wang 002; Xinru Zhang; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2023)

Discrete and Balanced Spectral Clustering With Scalability. - Rong Wang 001; Huimin Chen; Yihang Lu; Qianrong Zhang; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Discriminative projection fuzzy K-Means with adaptive neighbors. - Jingyu Wang 002; Yidi Wang; Feiping Nie 001; Xuelong Li 001 (Pattern Recognit. Lett., 2023)

Consensus Knowledge Exploitation for Partial Query Based Image Retrieval. - Yan Zhang 135; Zhong Ji; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Deep Contrastive Graph Learning with Clustering-Oriented Guidance. - Mulin Chen; Bocheng Wang; Xuelong Li 001 (AAAI, 2024)

Color Event Enhanced Single-Exposure HDR Imaging. - Mengyao Cui; Zhigang Wang 002; Dong Wang 028; Bin Zhao 001; Xuelong Li 001 (AAAI, 2024)

DAG-Aware Variational Autoencoder for Social Propagation Graph Generation. - Dongpeng Hou; Chao Gao; Xuelong Li 001; Zhen Wang 004 (AAAI, 2024)

Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models. - Yiwen Tang; Ray Zhang 002; Zoey Guo; Xianzheng Ma; Bin Zhao 001; Zhigang Wang 002; Dong Wang 028; Xuelong Li 001 (AAAI, 2024)

Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification. - Sishi Xiong; Yu Zhao 007; Jie Zhang; Mengxiang Li; Zhongjiang He; Xuelong Li 001; Shuangyong Song (ACL (Findings), 2024)

CNN to GNN: Unsupervised Multi-level Knowledge Learning. - Ziheng Jiao; Hongyuan Zhang 001; Xuelong Li 001 (CIKM, 2024)

Play to the Score: Stage-Guided Dynamic Multi-Sensory Fusion for Robotic Manipulation. - Ruoxuan Feng; Di Hu 001; Wenke Ma; Xuelong Li 001 (CoRL, 2024)

KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance. - Jingxian Lu; Wenke Xia; Dong Wang 028; Zhigang Wang 002; Bin Zhao 001; Di Hu 001; Xuelong Li 001 (CoRL, 2024)

HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation. - Linglin Jing; Yiming Ding; Yunpeng Gao; Zhigang Wang 002; Xu Yan 005; Dong Wang 028; Gerald Schaefer; Hui Fang 003; Bin Zhao 001; Xuelong Li 001 (CVPR, 2024)

Implicit Event-RGBD Neural SLAM. - Delin Qu; Chi Yan; Dong Wang 028; Jie Yin; Qizhi Chen; Dan Xu 002; Yiting Zhang; Bin Zhao 001; Xuelong Li 001 (CVPR, 2024)

GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting. - Chi Yan; Delin Qu; Dan Xu 002; Bin Zhao 001; Zhigang Wang 002; Dong Wang 028; Xuelong Li 001 (CVPR, 2024)

Any2Point: Empowering Any-Modality Large Models for Efficient 3D Understanding. - Yiwen Tang; Ray Zhang 002; Jiaming Liu 003; Zoey Guo; Bin Zhao 001; Zhigang Wang 002; Peng Gao 007; Hongsheng Li 001; Dong Wang 028; Xuelong Li 001 (ECCV (36), 2024)

Outlier-Robust Feature Selection with ℓ2, 1-Norm Minimization and Group Row-Sparsity Induced Constraints. - Jie Wang 024; Zheng Wang 037; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2024)

On the Role of General Function Approximation in Offline Reinforcement Learning. - Chenjie Mao; Qiaosheng Zhang; Zhen Wang 004; Xuelong Li 001 (ICLR, 2024)

A Coarse-to-Fine Reconstruction Framework for Non-Lambertian Photometric Stereo. - Zhigang Wang 002; Yunpeng Gao; Xun Li; Peipei Gu; Bin Zhao 001; Xuelong Li 001 (ICME, 2024)

Constrained Ensemble Exploration for Unsupervised Skill Discovery. - Chenjia Bai; Rushuai Yang; Qiaosheng Zhang; Kang Xu; Yi Chen; Ting Xiao; Xuelong Li 001 (ICML, 2024)

Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning. - Xiaoyu Wen; Chenjia Bai; Kang Xu; Xudong Yu; Yang Zhang; Xuelong Li 001; Zhen Wang 004 (ICML, 2024)

SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation. - Junjie Zhang; Chenjia Bai; Haoran He; Zhigang Wang 002; Bin Zhao 001; Xiu Li 001; Xuelong Li 001 (ICML, 2024)

Robust Quadrupedal Locomotion via Risk-Averse Policy Learning. - Jiyuan Shi; Chenjia Bai; Haoran He; Lei Han 001; Dong Wang 008; Bin Zhao 001; Mingguo Zhao; Xiu Li 001; Xuelong Li 001 (ICRA, 2024)

Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs. - Wenke Xia; Dong Wang 028; Xincheng Pang; Zhigang Wang 002; Bin Zhao 001; Di Hu 001; Xuelong Li 001 (ICRA, 2024)

Textual-Driven Adversarial Purification for Speaker Verification. - Sizhou Chen; Yibo Bai; Jiadi Yao; Xiao-Lei Zhang; Xuelong Li 001 (INTERSPEECH, 2024)

Graph Attention Based Multi-Channel U-Net for Speech Dereverberation With Ad-Hoc Microphone Arrays. - Hongmei Guo; Yijiang Chen; Xiaolei Zhang 001; Xuelong Li 001 (INTERSPEECH, 2024)

Depth Helps: Improving Pre-trained RGB-based Policy with Depth Information Injection. - Xincheng Pang; Wenke Xia; Zhigang Wang 002; Bin Zhao 001; Di Hu 001; Dong Wang 028; Xuelong Li 001 (IROS, 2024)

Quantization-Error-Free Soft Label for 2D Sound Source Localization. - Linfeng Feng; Xiao-Lei Zhang; Xuelong Li 001 (ISCSLP, 2024)

CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning. - Haojian Huang; Xiaozhen Qiao; Zhuo Chen 007; Haodong Chen; Bingyu Li; Zhe Sun; Mulin Chen; Xuelong Li 001 (ACM Multimedia, 2024)

Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer. - Xinpeng Li 004; Teng Wang; Jian Zhao 006; Shuyi Mao; Jinbao Wang; Feng Zheng; Xiaojiang Peng; Xuelong Li 001 (ACM Multimedia, 2024)

Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. - Yifan Duan; Jian Zhao 006; pengcheng; Junyuan Mao; Hao Wu 098; Jingyu Xu 002; Shilong Wang 002; Caoyuan Ma; Kai Wang 036; Kun Wang 056; Xuelong Li 001 (NeurIPS, 2024)

Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training. - Haoran He; Chenjia Bai; Ling Pan; Weinan Zhang 001; Bin Zhao 001; Xuelong Li 001 (NeurIPS, 2024)

LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering. - Delin Qu; Qizhi Chen; Pingrui Zhang; Xianqiang Gao; Bin Zhao 001; Zhigang Wang 002; Dong Wang 028; Xuelong Li 001 (NeurIPS, 2024)

Regularized Conditional Diffusion Model for Multi-Task Preference Alignment. - Xudong Yu; Chenjia Bai; Haoran He; Changhong Wang; Xuelong Li 001 (NeurIPS, 2024)

Learning Manipulation by Predicting Interaction. - Jia Zeng; Qingwen Bu; Bangjun Wang; Wenke Xia; Li Chen 008; Hao Dong 003; Haoming Song; Dong Wang 004; Di Hu 001; Ping Luo 002; Heming Cui; Bin Zhao 001; et al. (Robotics: Science and Systems, 2024)

Adversarial Purification For Speaker Verification By Two-Stage Diffusion Models. - Yibo Bai; Xiao-Lei Zhang; Xuelong Li 001 (SLT, 2024)

Rethinking attribute localization for zero-shot learning. - Shuhuang Chen; Shiming Chen 002; Guo-Sen Xie; Xiangbo Shu; Xinge You; Xuelong Li 001 (Sci. China Inf. Sci., 2024)

Optics-driven drone. - Xuelong Li 001; Guan Huang; Zhigang Wang 002; Bin Zhao 001 (Sci. China Inf. Sci., 2024)

Modality-experts coordinated adaptation for large multimodal models. - Yan Zhang 135; Zhong Ji; Yanwei Pang; Jungong Han; Xuelong Li 001 (Sci. China Inf. Sci., 2024)

TeleChat Technical Report. - Zihan Wang; Xinzhang Liu; Shixuan Liu; Yitong Yao; Yuyao Huang; Zhongjiang He; Xuelong Li 001; Yongxiang Li; Zhonghao Che; Zhaoxi Zhang; Yan Wang; Xin Wang; et al. (CoRR, 2024)

Community Detection in the Multi-View Stochastic Block Model. - Yexin Zhang; Zhongtian Ma; Qiaosheng Zhang; Zhen Wang 004; Xuelong Li 001 (CoRR, 2024)

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images. - Junyu Gao 001; Liangliang Zhao; Xuelong Li 001 (CoRR, 2024)

GQHAN: A Grover-inspired Quantum Hard Attention Network. - Ren-Xin Zhao; Jinjing Shi; Xuelong Li 001 (CoRR, 2024)

Large-Scale Actionless Video Pre-Training via Discrete Diffusion for Efficient Policy Learning. - Haoran He; Chenjia Bai; Ling Pan; Weinan Zhang 001; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding. - Yiwen Tang; Jiaming Liu 003; Dong Wang 028; Zhigang Wang 002; Shanghang Zhang; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar Imaging. - Xuelong Li 001; Hongjun An; Guangying Li; Xing Wang; Guanghua Cheng; Zhe Sun (CoRR, 2024)

Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation. - Junyu Gao 001; Da Zhang 010; Xuelong Li 001 (CoRR, 2024)

CNN2GNN: How to Bridge CNN with GNN. - Ziheng Jiao; Hongyuan Zhang 001; Xuelong Li 001 (CoRR, 2024)

LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression Recognition. - Fan Zhang 094; Zhi-Qi Cheng; Jian Zhao 006; Xiaojiang Peng; Xuelong Li 001 (CoRR, 2024)

Robust Capped lp-Norm Support Vector Ordinal Regression. - Haorui Xiang; Zhichang Wu; Guoxu Li; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (CoRR, 2024)

Tele-FLM Technical Report. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

Adaptive Fuzzy C-Means with Graph Embedding. - Qiang Chen; Weizhong Yu; Feiping Nie 001; Xuelong Li 001 (CoRR, 2024)

SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation. - Junjie Zhang; Chenjia Bai; Haoran He; Wenke Xia; Zhigang Wang 002; Bin Zhao 001; Xiu Li 001; Xuelong Li 001 (CoRR, 2024)

Technique Report of CVPR 2024 PBDL Challenges. - Ying Fu 001; Yu Li 003; Shaodi You; Boxin Shi; Jose Alvarez; Coert Van Gemeren; Linwei Chen; Yunhao Zou; Zichun Wang; Yichen Li; Yuze Han; Yingkai Zhang; et al. (CoRR, 2024)

LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control. - Delin Qu; Qizhi Chen; Pingrui Zhang; Xianqiang Gao; Bin Zhao 001; Dong Wang 028; Xuelong Li 001 (CoRR, 2024)