52B to 1T: Lessons Learned via Tele-FLM Series. - 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)

Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective. - Jingren Liu; Zhong Ji; Yunlong Yu; Jiale Cao; Yanwei Pang; Jungong Han; Xuelong Li 001 (CoRR, 2024)

Lensless fiber endomicroscopic phase imaging with speckle-conditioned diffusion model. - Zhaoqing Chen; Jiawei Sun; Xinyi Ye; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

Empowering Snapshot Compressive Imaging: Spatial-Spectral State Space Model with Across-Scanning and Local Enhancement. - Wenzhe Tian; Haijin Zeng; Yin-Ping Zhao; Yongyong Chen; Zhen Wang 004; Xuelong Li 001 (CoRR, 2024)

SentenceVAE: Enable Next-sentence Prediction for Large Language Models with Faster Speed, Higher Accuracy and Longer Context. - Hongjun An; Yifan Chen; Zhe Sun; Xuelong Li 001 (CoRR, 2024)

StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (CoRR, 2024)

ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model. - Yifan Chen; Xiaozhen Qiao; Zhe Sun; Xuelong Li 001 (CoRR, 2024)

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise. - Hongyuan Zhang 001; Yanchen Xu; Sida Huang; Xuelong Li 001 (CoRR, 2024)

PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting. - Yongbo Yu; Weizhong Yu; Feiping Nie 001; Xuelong Li 001 (CoRR, 2024)

Learning 2D Invariant Affordance Knowledge for 3D Affordance Grounding. - Xianqiang Gao; Pingrui Zhang; Delin Qu; Dong Wang 028; Zhigang Wang 002; Yan Ding; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding. - Kaijing Ma; Haojian Huang; Jin Chen; Haodong Chen; Pengliang Ji; Xianghao Zang; Han Fang; Chao Ban; Hao Sun; Mulin Chen; Xuelong Li 001 (CoRR, 2024)

COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language Models. - Kehui Liu; Zixin Tang; Dong Wang 028; Zhigang Wang 002; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

Personalized Quantum Federated Learning for Privacy Image Classification. - Jinjing Shi; Tian Chen; Shichao Zhang 001; Xuelong Li 001 (CoRR, 2024)

Autonomous Driving in Unstructured Environments: How Far Have We Come? - Chen Min; Shubin Si; Xu Wang 043; Hanzhang Xue; Weizhong Jiang; Yang Liu 165; Juan Wang; Qingtian Zhu; Qi Zhu 004; Lun Luo; Fanjie Kong; Jinyu Miao; et al. (CoRR, 2024)

Aerial Vision-and-Language Navigation via Semantic-Topo-Metric Representation Guided LLM Reasoning. - Yunpeng Gao; Zhigang Wang 002; Linglin Jing; Dong Wang 028; Xuelong Li 001; Bin Zhao 001 (CoRR, 2024)

Preference Aligned Diffusion Planner for Quadrupedal Locomotion Control. - Xinyi Yuan; Zhiwei Shang; Zifan Wang; Chenkai Wang; Zhao Shan; Zhenchao Qi; Meixin Zhu; Chenjia Bai; Xuelong Li 001 (CoRR, 2024)

FreeGaussian: Guidance-free Controllable 3D Gaussian Splats with Flow Derivatives. - Qizhi Chen; Delin Qu; Yiwen Tang; Haoming Song; Yiting Zhang; Dong Wang; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

Physics in Next-token Prediction. - Hongjun An; Yiliang Song; Xuelong Li 001 (CoRR, 2024)

Clustering Based on Density Propagation and Subcluster Merging. - Feiping Nie 001; Yitao Song; Jingjing Xue; Rong Wang 001; Xuelong Li 001 (CoRR, 2024)

Autonomous Decision Making for UAV Cooperative Pursuit-Evasion Game with Reinforcement Learning. - Yang Zhao 021; Zidong Nie; Kangsheng Dong; Qinghua Huang; Xuelong Li 001 (CoRR, 2024)

Night-to-Day Translation via Illumination Degradation Disentanglement. - Guanzhou Lan; Yuqi Yang; Zhigang Wang 002; Dong Wang 028; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

UnitedVLN: Generalizable Gaussian Splatting for Continuous Vision-Language Navigation. - Guangzhao Dai; Jian Zhao 006; Yuantao Chen; Yusen Qin; Hao Zhao 002; Guo-Sen Xie; Yazhou Yao; Xiangbo Shu; Xuelong Li 001 (CoRR, 2024)

Open-Vocabulary Octree-Graph for 3D Scene Understanding. - Zhigang Wang 002; Yifei Su; Chenhui Li; Dong Wang 028; Yan Huang; Bin Zhao 001; Xuelong Li 001 (CoRR, 2024)

A Greedy Strategy for Graph Cut. - Feiping Nie 001; Shenfei Pei; Zengwei Zheng; Rong Wang 001; Xuelong Li 001 (CoRR, 2024)

Multivariate time series classification with crucial timestamps guidance. - Da Zhang 010; Junyu Gao 001; Xuelong Li 001 (Expert Syst. Appl., 2024)

MRMNet: Multi-scale residual multi-branch neural network for object detection. - Yongsheng Dong; Yafeng Liu; Xuelong Li 001 (Neurocomputing, 2024)

New approach for learning structured graph with Laplacian rank constraint. - Yu Duan 001; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2024)

Harmonic cut: An efficient and directly solved balanced graph clustering. - Yu Duan 001; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2024)

Scalable and parameter-free fusion graph learning for multi-view clustering. - Yu Duan 001; Danyang Wu; Rong Wang 001; Xuelong Li 001; Feiping Nie 001 (Neurocomputing, 2024)

Audio-visual representation learning for anomaly events detection in crowds. - Junyu Gao 001; Hao Yang; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2024)

Graph manifold learning with non-gradient decision layer. - Ziheng Jiao; Hongyuan Zhang 001; Rui Zhang 017; Xuelong Li 001 (Neurocomputing, 2024)

Discriminative and robust least squares regression for semi-supervised image classification. - Jingyu Wang 002; Cheng Chen 023; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2024)

Top-k discriminative feature selection with uncorrelated and ℓ2, 0-norm equation constraints. - Jingyu Wang 002; Zhenyu Ma; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2024)

Corrigendum to "Max-min robust principal component analysis" [Neurocomputing 521 (2023) 89-98]. - Sisi Wang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2024)

Prediction consistency regularization for Generalized Category Discovery. - Yu Duan 001; Junzhi He; Runxin Zhang; Rong Wang 001; Xuelong Li 001; Feiping Nie 001 (Inf. Fusion, 2024)

Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing. - Yaodong Wang; Zhong Ji; Di Wang 026; Yanwei Pang; Xuelong Li 001 (Knowl. Based Syst., 2024)

Motion-Aware Video Frame Interpolation. - Pengfei Han; Fuhua Zhang 002; Bin Zhao 001; Xuelong Li 001 (Neural Networks, 2024)

Hierarchical matching and reasoning for multi-query image retrieval. - Zhong Ji; Zhihao Li 006; Yan Zhang 135; Haoran Wang 004; Yanwei Pang; Xuelong Li 001 (Neural Networks, 2024)

Image harmonization with Simple Hybrid CNN-Transformer Network. - Guanlin Li; Bin Zhao 001; Xuelong Li 001 (Neural Networks, 2024)

Multi-task hierarchical convolutional network for visual-semantic cross-modal retrieval. - Zhong Ji; Zhigang Lin; Haoran Wang 004; Yanwei Pang; Xuelong Li 001 (Pattern Recognit., 2024)

Heterogeneous domain adaptation via incremental discriminative knowledge consistency. - Yuwu Lu; Dewei Lin; Jiajun Wen 001; Linlin Shen; Xuelong Li 001; Zhenkun Wen (Pattern Recognit., 2024)

Adaptive and fuzzy locality discriminant analysis for dimensionality reduction. - Jingyu Wang 002; Hengheng Yin; Feiping Nie 001; Xuelong Li 001 (Pattern Recognit., 2024)

Graph correlated discriminant embedding for multi-source domain adaptation. - Wai Keung Wong; Yuwu Lu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2024)

Parameter-free ensemble clustering with dynamic weighting mechanism. - Fangyuan Xie; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (Pattern Recognit., 2024)

Orthogonal subspace exploration for matrix completion. - Hongyuan Zhang 001; Ziheng Jiao; Xuelong Li 001 (Pattern Recognit., 2024)

Topological optimization of continuous action iterated dilemma based on finite-time strategy using DQN. - Xiaoyue Jin; Haojing Li; Dengxiu Yu; Zhen Wang 004; Xuelong Li 001 (Pattern Recognit. Lett., 2024)

Diffusion-Based Adversarial Purification for Speaker Verification. - Yibo Bai; Xiaofei Li 001; Xuelong Li 001 (IEEE Signal Process. Lett., 2024)

Sparse Principal Component Analysis and Adaptive Multigraph Learning for Hyperspectral Band Selection. - Wenxian Zhang; Aihong Yuan; Jinglei Tang; Xuelong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation. - Linfeng Feng; Yijun Gong; Zhi Liu; Xiao-Lei Zhang 001; Xuelong Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

NWPU-MOC: A Benchmark for Fine-Grained Multicategory Object Counting in Aerial Images. - Junyu Gao 001; Liangliang Zhao; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Progressive Feature Interleaved Fusion Network for Remote-Sensing Image Salient Object Detection. - Pengfei Han; Bin Zhao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Contrastive Tokens and Label Activation for Remote Sensing Weakly Supervised Semantic Segmentation. - Zaiyi Hu; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Integrating SAM With Feature Interaction for Remote Sensing Change Detection. - Da Zhang 010; Feiyu Wang; Lichen Ning; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Hierarchical Multimodality Graph Reasoning for Remote Sensing Visual Question Answering. - Han Zhang 012; Keming Wang; Laixian Zhang; Bingshu Wang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks. - Xiaohan Liu; Yanwei Pang; Xuebin Sun; Yiming Liu; Yonghong Hou; Zhenchang Wang; Xuelong Li 001 (IEEE Trans. Image Process., 2024)

Misclassification in Weakly Supervised Object Detection. - Zhihao Wu 002; Yong Xu 001; Jian Yang 003; Xuelong Li 001 (IEEE Trans. Image Process., 2024)

A Bi-Directionally Fused Boundary Aware Network for Skin Lesion Segmentation. - Feiniu Yuan; Yuhuan Peng; Qinghua Huang; Xuelong Li 001 (IEEE Trans. Image Process., 2024)

USER: Unified Semantic Enhancement With Momentum Contrast for Image-Text Retrieval. - Yan Zhang 135; Zhong Ji; Di Wang 026; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Image Process., 2024)

RCUMP: Residual Completion Unrolling With Mixed Priors for Snapshot Compressive Imaging. - Yin-Ping Zhao; Jiancheng Zhang 003; Yongyong Chen; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Image Process., 2024)

Hyperspherical Prototype Node Clustering. - Jitao Lu; Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Trans. Mach. Learn. Res., 2024)

Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance. - Guanlin Li; Bin Zhao 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention. - Yuwu Lu; Haoyu Huang; Biqing Zeng; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Low-Rank Correlation Learning for Unsupervised Domain Adaptation. - Yuwu Lu; Wai Keung Wong; Chun Yuan; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Binocular Image Dehazing via a Plain Network Without Disparity Estimation. - Jing Nie 001; Yanwei Pang; Jin Xie 005; Jungong Han; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Coarse-to-Fine Nutrition Prediction. - Binglu Wang; Tianci Bu; Zaiyi Hu; Le Yang 009; Yongqiang Zhao 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Continuous Emotion-Based Image-to-Music Generation. - Yajie Wang; Mulin Chen; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Correlation-Guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation. - Wai Keung Wong; Dewei Lin; Yuwu Lu; Jiajun Wen 001; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Constrained Bipartite Graph Learning for Imbalanced Multi-Modal Retrieval. - Han Zhang 012; Yiding Li; Xuelong Li 001 (IEEE Trans. Multim., 2024)

SMC-NCA: Semantic-Guided Multi-Level Contrast for Semi-Supervised Temporal Action Segmentation. - Feixiang Zhou; Zheheng Jiang; Huiyu Zhou 001; Xuelong Li 001 (IEEE Trans. Multim., 2024)

Random Full-Order-Coverage Based Rapid Source Localization With Limited Observations for Large-Scale Networks. - Dongpeng Hou; Chao Gao; Zhen Wang 004; Xiaoyu Li; Xuelong Li 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Complex Network Optimization for Fixed-Time Continuous Action Iteration Dilemma by Using Reinforcement Learning. - Zhanxiao Jia; Dengxiu Yu; Zhen Wang 004; C. L. Philip Chen; Xuelong Li 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning. - Chenjia Bai; Lingxiao Wang 003; Jianye Hao; Zhuoran Yang; Bin Zhao 001; Zhen Wang 004; Xuelong Li 001 (Artif. Intell., 2024)

Supervised biadjacency networks for stereo matching. - Hanqing Sun 001; Jungong Han; Yanwei Pang; Xuelong Li 001 (Multim. Tools Appl., 2024)

A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization. - Feiping Nie 001; Jitao Lu; Danyang Wu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis. - Zheng Wang 037; Feiping Nie 001; Canyu Zhang; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Local-Global Fuzzy Clustering With Anchor Graph. - Jingyu Wang 002; Shengzhao Guo; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2024)

Enhanced Spatial Feature Learning for Weakly Supervised Object Detection. - Zhihao Wu 002; Jie Wen 001; Yong Xu 001; Jian Yang 003; Xuelong Li 001; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Edge-Aware Network for Flow-Based Video Frame Interpolation. - Bin Zhao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Side-constrained graph fusion for semi-supervised multi-view clustering. - Han Zhang 012; Maoguo Gong; Yannian Gu; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2024)

Ensemble Clustering With Attentional Representation. - Zhezheng Hao; Zhoumin Lu; Guoxu Li; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Unsupervised Feature Selection With Flexible Optimal Graph. - Hong Chen 015; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Robust autoencoder feature selector for unsupervised feature selection. - Yunzhi Ling; Feiping Nie 001; Weizhong Yu; Yunhao Ling; Xuelong Li 001 (Inf. Sci., 2024)

Gait feature learning via spatio-temporal two-branch networks. - Yifan Chen; Xuelong Li 001 (Pattern Recognit., 2024)

Distance-based Weighted Transformer Network for image completion. - Pourya Shamsolmoali; Masoumeh Zareapoor; Huiyu Zhou 001; Xuelong Li 001; Yue Lu (Pattern Recognit., 2024)

Deep intra-image contrastive learning for weakly supervised one-step person search. - Jiabei Wang; Yanwei Pang; Jiale Cao; Hanqing Sun 001; Zhuang Shao; Xuelong Li 001 (Pattern Recognit., 2024)

Multiview Fuzzy Clustering Based on Anchor Graph. - Weizhong Yu; Liyin Xing; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2024)

Refining Codes for Locality Sensitive Hashing. - Huawen Liu; Wenhua Zhou; Zongda Wu; Shichao Zhang 001; Gang Li 009; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace. - Sisi Wang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection. - Jintang Bian; Dandan Zhao; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast Clustering With Anchor Guidance. - Feiping Nie 001; Jingjing Xue; Weizhong Yu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Temporal Action Localization in the Deep Learning Era: A Survey. - Binglu Wang; Yongqiang Zhao 001; Le Yang 008; Teng Long; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Vehicle Perception From Satellite. - Bin Zhao 001; Pengfei Han; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SSIR: Spatial shuffle multi-head self-attention for Single Image Super-Resolution. - Liangliang Zhao; Junyu Gao 001; Donghu Deng; Xuelong Li 001 (Pattern Recognit., 2024)

The Convergence Analysis of Evolutionary Dynamics for Continuous Action Iterated Dilemma in Information Loss Networks. - Xiaoyue Jin; Zhen Wang 004; Dengxiu Yu; Xuelong Li 001 (IEEE Trans. Comput. Soc. Syst., 2024)

ESGN: Efficient Stereo Geometry Network for Fast 3D Object Detection. - Aqi Gao; Yanwei Pang; Jing Nie 001; Zhuang Shao; Jiale Cao; Yishun Guo; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Sparse Trace Ratio LDA for Supervised Feature Selection. - Zhengxin Li; Feiping Nie 001; Danyang Wu; Zheng Wang 037; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

A Novel Tensor Learning Model for Joint Relational Triplet Extraction. - Zhen Wang 004; Hongyi Nie; Wei Zheng 006; Yaqing Wang 002; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. - Feiping Nie 001; Hong Chen 015; Shiming Xiang; Changshui Zhang; Shuicheng Yan; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Complex Continuous Action Iterated Dilemma With Incremental Dynamic Model. - Zhen Wang 004; Haojing Li; Xiaoyue Jin; Dengxiu Yu; Kang Hao Cheong; Xuelong Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. - Cosimo Ieracitano; Francesco Carlo Morabito; Stefano Squartini; Kaizhu Huang; Xuelong Li 001; Mufti Mahmud (Cogn. Comput., 2024)

An Overview of Swarm Coordinated Control. - Dengxiu Yu; Jiacheng Li; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Artif. Intell., 2024)

Toward Generalizable Multispectral Pedestrian Detection. - Fuchen Chu; Jiale Cao; Zhanjie Song; Zhuang Shao; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Bidirectional Attentive Multi-View Clustering. - Jitao Lu; Feiping Nie 001; Xia Dong; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Deep Spectral Clustering With Constrained Laplacian Rank. - Xuelong Li 001; Tengfei Wei; Yang Zhao 021 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Robust Principal Component Analysis via Joint Reconstruction and Projection. - Sisi Wang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Generalized and Robust Least Squares Regression. - Jingyu Wang 002; Fangyuan Xie; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan. - Yiming Liu; Yanwei Pang; Ruiqi Jin 001; Yonghong Hou; Xuelong Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Positive-Incentive Noise. - Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Weather Translation via Weather-Cue Transferring. - Xuelong Li 001; Chen Li 063; Kai Kou; Bin Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Bionic Swarm Control Based on Second-Order Communication Topology. - Dengxiu Yu; Hao Xu 017; Xiaoyue Jin; Qiang Yin; Zhen Wang 004; C. L. Philip Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Row-Sparse Principal Component Analysis via Coordinate Descent Method. - Feiping Nie 001; Qiang Chen; Weizhong Yu; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Fast Sparse Discriminative K-Means for Unsupervised Feature Selection. - Feiping Nie 001; Zhenyu Ma; Jingyu Wang 002; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast Clustering by Directly Solving Bipartite Graph Clustering Problem. - Feiping Nie 001; Jingjing Xue; Rong Wang 001; Liang Zhang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Bidirectional Probabilistic Subspaces Approximation for Multiview Clustering. - Danyang Wu; Xia Dong; Jianfu Cao; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast Clustering via Maximizing Adaptively Within-Class Similarity. - Jingjing Xue; Feiping Nie 001; Rong Wang 001; Liang Zhang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Parameter-Insensitive Min Cut Clustering With Flexible Size Constrains. - Feiping Nie 001; Fangyuan Xie; Weizhong Yu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ViT Spatio-Temporal Feature Fusion for Aerial Object Tracking. - Chuangye Guo; Kang Liu 014; Donghu Deng; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Introduction to the Special Issue on AI-Generated Content for Multimedia. - Shengxi Li; Xuelong Li 001; Leonardo Chiariglione; Jiebo Luo 001; Wenwu Wang 001; Zhengyuan Yang; Danilo P. Mandic; Hamido Fujita (IEEE Trans. Circuits Syst. Video Technol., 2024)

Efficient Local Coherent Structure Learning via Self-Evolution Bipartite Graph. - Zheng Wang 037; Qi Li; Feiping Nie 001; Rong Wang 001; Fei Wang 008; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fuzzy Clustering From Subset-Clustering to Fullset-Membership. - Huimin Chen; Yu Duan 001; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2024)

Regularized Spatial-Temporal Graph Convolutional Networks for Metro Passenger Flow Prediction. - Chao Gao; Hao Liu; Jiajin Huang; Zhen Wang 004; Xianghua Li; Xuelong Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Supervised Feature Selection via Multi-Center and Local Structure Learning. - Canyu Zhang; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Pivotal-Aware Principal Component Analysis. - Xuelong Li 001; Pei Li; Hongyuan Zhang 001; Kangjia Zhu; Rui Zhang 017 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Bit Reduction for Locality-Sensitive Hashing. - Huawen Liu; Wenhua Zhou; Hong Zhang; Gang Li 009; Shichao Zhang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast Multiview Clustering by Optimal Graph Mining. - Jitao Lu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning Long-Range Relationships for Temporal Aircraft Anomaly Detection. - Da Zhang 010; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Aerosp. Electron. Syst., 2024)

Secure Delegated Variational Quantum Algorithms. - Qin Li 009; Junyu Quan; Jinjing Shi; Shichao Zhang 001; Xuelong Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Pretrained Quantum-Inspired Deep Neural Network for Natural Language Processing. - Jinjing Shi; Tian Chen; Wei Lai; Shichao Zhang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

Robust Discriminant Embedding Projection Fuzzy Clustering With Optimal Mean. - Jingyu Wang 002; Xinru Zhang; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2024)

Medical-Knowledge-Based Graph Neural Network for Medication Combination Prediction. - Chao Gao; Shu Yin 003; Haiqiang Wang; Zhen Wang 004; Zhanwei Du; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Efficient Discrete Clustering With Anchor Graph. - Jingyu Wang 002; Zhenyu Ma; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-View and Multi-Order Structured Graph Learning. - Rong Wang 001; Penglei Wang; Danyang Wu; Zhensheng Sun; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One. - Hongyuan Zhang 001; Yanan Zhu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Heuristic Framework for Sources Detection in Social Networks via Graph Convolutional Networks. - Le Cheng; Peican Zhu; Chao Gao; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint. - Wei Chang 002; Huimin Chen; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Novel and Effective Method to Directly Solve Spectral Clustering. - Feiping Nie 001; Chaodie Liu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

QKSAN: A Quantum Kernel Self-Attention Network. - Ren-Xin Zhao; Jinjing Shi; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Dual-Encoding Matching Adversarial Learning for Image Cartoonlization. - Yongsheng Dong; Yu Zhang; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Robust Subcluster Search and Mergence Clustering. - Bocheng Wang; Mulin Chen; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

Co-Clustering by Directly Solving Bipartite Spectral Graph Partitioning. - Jingjing Xue; Feiping Nie 001; Chaodie Liu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2024)

Unsupervised Deep Embedding for Fuzzy Clustering. - Runxin Zhang; Yu Duan 001; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2024)

A Region-Based Relay Pursuit Scheme for a Pursuit-Evasion Game With Curvature-Bound Players. - Tuyu Pan; Yuan Yuan 006; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Ind. Electron., 2024)

Transformer-Based Stereo-Aware 3D Object Detection From Binocular Images. - Hanqing Sun 001; Yanwei Pang; Jiale Cao; Jin Xie 005; Xuelong Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Symmetrical Self-Representation and Data-Grouping Strategy for Unsupervised Feature Selection. - Aihong Yuan; Mengbo You; Yuhan Wang; Xun Li; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

An Balanced, and Scalable Graph-Based Multiview Clustering Method. - Zihua Zhao; Feiping Nie 001; Rong Wang 001; Zheng Wang 037; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection. - Zheng Wang 037; Yongjin Yuan; Rong Wang 001; Feiping Nie 001; Qinghua Huang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm. - Hongyuan Zhang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Graph Joint Representation Clustering via Penalized Graph Contrastive Learning. - Zihua Zhao; Rong Wang 001; Zheng Wang 037; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Enhance Vision-Language Alignment with Noise. - Sida Huang; Hongyuan Zhang 001; Xuelong Li 001 (AAAI, 2025)

Towards Learnable Anchor for Deep Multi-View Clustering. - Bocheng Wang; Chusheng Zeng; Mulin Chen; Xuelong Li 001 (AAAI, 2025)

Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? - Yanchen Xu; Siqi Huang; Hongyuan Zhang 001; Xuelong Li 001 (AAAI, 2025)

LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges. - Haoyang Li; Huan Gao; Zhiyuan Zhao 005; Zhiyu Lin; Junyu Gao 001; Xuelong Li 001 (ACL (1), 2025)

WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code. - Zhiyu Lin; Zhengda Zhou; Zhiyuan Zhao 005; Tianrui Wan; Yilun Ma; Junyu Gao 001; Xuelong Li 001 (ACL (Findings), 2025)

Logic-Regularized Verifier Elicits Reasoning from LLMs. - Xinyu Wang 022; Changzhi Sun; Lian Cheng; Yuanbin Wu; Dell Zhang; Xiaoling Wang 004; Xuelong Li 001 (ACL (1), 2025)

INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling. - Di Wu 009; Liting Jiang; Bohui Mao; Hongyan Xie; Haoxiang Su; Zhongjiang He; Ruiyu Fang; Shuangyong Song; Hao Huang; Xuelong Li 001 (ACL (Findings), 2025)

Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration. - Yang Zhang; Shixin Yang; Chenjia Bai; Fei Wu 001; Xiu Li 001; Zhen Wang 004; Xuelong Li 001 (ACL (Findings), 2025)

G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation. - Tianxing Chen; Yao Mu 001; Zhixuan Liang; Zanxin Chen; Shijia Peng; Qiangyu Chen; Mingkun Xu; Ruizhen Hu; Hongyuan Zhang 001; Xuelong Li 001; Ping Luo 002 (CVPR, 2025)

Efficient Diffusion as Low Light Enhancer. - Guanzhou Lan; Qianli Ma; Yuqi Yang; Zhigang Wang 002; Dong Wang 028; Xuelong Li 001; Bin Zhao 001 (CVPR, 2025)

CCIN: Compositional Conflict Identification and Neutralization for Composed Image Retrieval. - Likai Tian; Jian Zhao; Zechao Hu 003; Zhengwei Yang; Hao Li; Lei Jin; Zheng Wang; Xuelong Li 001 (CVPR, 2025)

JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems. - Yifan Wang; Jian Zhao 006; Zhaoxin Fan; Xin Zhang 093; Xuecheng Wu; Yudian Zhang; Lei Jin 003; Xinyue Li; Gang Wang 031; Mengxi Jia; Ping Hu; Zheng Zhu; et al. (CVPR, 2025)

Co-Attention Based Multi-Channel TF-GridNet for Speech Separation with Ad-Hoc Microphone Arrays. - Hongmei Guo; Linfeng Feng; Yijiang Chen; Xueqing Li; Boyu Zhu; Hao-Yu Wang; Xiao-Lei Zhang 001; Xuelong Li 001 (ICASSP, 2025)

Efficient Co-clustering via Anchor-refined Label Spreading. - Fangyuan Xie; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (ICASSP, 2025)

Efficient Anchor Graph Clustering Through Enhanced Within-Cluster Homogeneity. - Fangyuan Xie; Lin Zhao 003; Jingjing Xue; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (ICASSP, 2025)

Online Preference Alignment for Language Models via Count-based Exploration. - Chenjia Bai; Yang Zhang; Shuang Qiu; Qiaosheng Zhang; Kang Xu; Xuelong Li 001 (ICLR, 2025)

Discriminator-Guided Embodied Planning for LLM Agent. - Haofu Qian; Chenjia Bai; Jiatao Zhang; Fei Wu 001; Wei Song 008; Xuelong Li 001 (ICLR, 2025)

Provably efficient information-directed sampling algorithms for multi-agent reinforcement learning. - Qiaosheng Zhang; Chenjia Bai; Shuyue Hu; Zhen Wang 004; Xuelong Li 001 (Artif. Intell., 2025)

LEAF: Unveiling two sides of the same coin in semi-supervised facial expression recognition. - Fan Zhang 111; Zhi-Qi Cheng; Jian Zhao 006; Xiaojiang Peng; Xuelong Li 001 (Comput. Vis. Image Underst., 2025)

Uncertainty-guided Siamese Transformer Network for salient object detection. - Pengfei Han; Ju Huang; Jian Yang 019; Xuelong Li 001 (Expert Syst. Appl., 2025)

An efficient structure-driven multiplex network dismantling approach based on network percolation. - Li Yan; Xiaoqi Chen; Yang Liu 144; Zhen Wang 004; Xuelong Li 001 (Expert Syst. Appl., 2025)

Dense attention networks for texture classification. - Yongsheng Dong; Naixin Lu; Xuelong Li 001 (Neurocomputing, 2025)

SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy. - Yuhan Kang; Qingpeng Li; Leyuan Fang; Jian Zhao 006; Xuelong Li 001 (Neurocomputing, 2025)

Mutual-support generalized category discovery. - Yu Duan 001; Zhanxuan Hu; Rong Wang 001; Zhensheng Sun; Feiping Nie 001; Xuelong Li 001 (Inf. Fusion, 2025)

Anchor-based fast spectral ensemble clustering. - Runxin Zhang; Shuaijun Hang; Zhensheng Sun; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Fusion, 2025)

Fast semi-supervised classification based on anchor graph. - Xinyi Fan; Weizhong Yu; Feiping Nie 001; Xuelong Li 001 (Inf. Sci., 2025)

Robust support vector ordinal regression. - Haorui Xiang; Zhichang Wu; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (Inf. Sci., 2025)

Eliminating quantization errors in classification-based sound source localization. - Linfeng Feng; Xiao-Lei Zhang 001; Xuelong Li 001 (Neural Networks, 2025)

Fast Co-clustering via Anchor-guided Label Spreading. - Fangyuan Xie; Feiping Nie 001; Weizhong Yu; Xuelong Li 001 (Neural Networks, 2025)

PRformer: Pyramidal recurrent transformer for multivariate time series forecasting. - Yongbo Yu; Weizhong Yu; Feiping Nie 001; Zongcheng Miao; Ya Liu; Xuelong Li 001 (Neural Networks, 2025)

Separation of Unknown Features and Samples for Unbiased Source-free Open Set Domain Adaptation. - Fu Li; Yifan Lan; Yuwu Lu; Wai Keung Wong; Ming Zhao 011; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation. - Bingyu Li; Da Zhang 010; Zhiyuan Zhao 005; Junyu Gao 001; Xuelong Li 001 (Pattern Recognit., 2025)

Outlier detection using local density and global structure. - Huawen Liu; Shichao Zhang 001; Zongda Wu; Xuelong Li 001 (Pattern Recognit., 2025)

Class and Domain Low-rank Tensor Learning for Multi-source Domain Adaptation. - Yuwu Lu; Huiling Fu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

Fast adaptively balanced min-cut clustering. - Feiping Nie 001; Fangyuan Xie; Jingyu Wang 002; Xuelong Li 001 (Pattern Recognit., 2025)

Corrigendum to "Fast adaptively balanced min-cut clustering" [Pattern Recognition 158 (2025) 111027]. - Feiping Nie 001; Fangyuan Xie; Jingyu Wang 002; Xuelong Li 001 (Pattern Recognit., 2025)

Approximate geometric structure transfer for cross-domain image classification. - Wai Keung Wong; Yuwu Lu; Junyi Wu; Zhihui Lai 001; Xuelong Li 001 (Pattern Recognit., 2025)

A newton interpolation network for smoke semantic segmentation. - Feiniu Yuan; Guiqian Wang; Qinghua Huang; Xuelong Li 001 (Pattern Recognit., 2025)

Deep learning based stage-wise two-dimensional speaker localization with large ad-hoc microphone arrays. - Shupei Liu; Linfeng Feng; Yijun Gong; Chengdong Liang; Chen Zhang; Xiao-Lei Zhang; Xuelong Li 001 (Speech Commun., 2025)

Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR. - Hao Ma; Rujin Chen; Xiao-Lei Zhang 001; Ju Liu; Xuelong Li 001 (IEEE Signal Process. Lett., 2025)

FGSSI: A Feature-Enhanced Framework With Transferability for Sequential Source Identification. - Dongpeng Hou; Chao Gao; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Combining SAM With Limited Data for Change Detection in Remote Sensing. - Junyu Gao 001; Da Zhang 010; Feiyu Wang; Lichen Ning; Zhiyuan Zhao 005; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Cross-Resolution Change Detection in Remote Sensing via Unequal Relationships From a Frequency Perspective. - Lichen Ning; Qing Zhou; Qi Wang 009; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Robust Image Registration via Consistent Topology Sort and Vision Inspection. - Jian Yang 019; Pengfei Han; Ju Huang; Qiang Li 042; Cong Wang 033; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Deep Spectral Clustering With Projected Adaptive Feature Selection. - Yang Zhao 021; Zixuan Bi; Peican Zhu; Aihong Yuan; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Frequency Domain Nuances Mining for Visible-Infrared Person Re-Identification. - Yukang Zhang; Hanzi Wang; Yang Lu 009; Yan Yan 001; Xuelong Li 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Soft Neighbors Supported Contrastive Clustering. - Yu Duan 001; Huimin Chen; Runxin Zhang; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Image Process., 2025)

StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging. - Xuelong Li 001; Hongjun An; Haofei Zhao; Guangying Li; Bo Liu 006; Xing Wang; Guanghua Cheng; Guojun Wu; Zhe Sun (IEEE Trans. Image Process., 2025)

Adaptive Dispersal and Collaborative Clustering for Few-Shot Unsupervised Domain Adaptation. - Yuwu Lu; Haoyu Huang; Wai Keung Wong; Xue Hu; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2025)

Simplifying Scalable Subspace Clustering and Its Multi-View Extension by Anchor-to-Sample Kernel. - Zhoumin Lu; Feiping Nie 001; Linru Ma; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Image Process., 2025)

DGC-Net: Dynamic Graph Contrastive Network for Video Object Detection. - Qiang Qi; Hanzi Wang; Yan Yan 001; Xuelong Li 001 (IEEE Trans. Image Process., 2025)