K-nearest neighbor based bagging SVM pruning. - Ren Ye; Le Zhang 001; Ponnuthurai N. Suganthan (CIEL, 2013)

Instance based random forest with rotated feature space. - Le Zhang 001; Ye Ren; Ponnuthurai N. Suganthan (CIEL, 2013)

PCKGen: A Phase Change Memory based cryptographic key generator. - Le Zhang 001; Zhi-Hui Kong; Chip-Hong Chang (ISCAS, 2013)

Ensemble deep learning for regression and time series forecasting. - Xueheng Qiu; Le Zhang 001; Ye Ren; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (CIEL, 2014)

Leakage-resilient memory-based physical unclonable function using phase change material. - Le Zhang 001; Chip-Hong Chang; Alessandro Cabrini; Guido Torelli; Zhi-Hui Kong (ICCST, 2014)

Towards generating random forests via extremely randomized trees. - Le Zhang 001; Ye Ren; Ponnuthurai N. Suganthan (IJCNN, 2014)

Highly reliable memory-based Physical Unclonable Function using Spin-Transfer Torque MRAM. - Le Zhang 001; Xuanyao Fong; Chip-Hong Chang; Zhi-Hui Kong; Kaushik Roy 001 (ISCAS, 2014)

CMOS image sensor based physical unclonable function for smart phone security applications. - Yuan Cao 003; Siarhei S. Zalivaka; Le Zhang 001; Chip-Hong Chang; Shoushun Chen (ISIC, 2014)

Random Forests with ensemble of feature spaces. - Le Zhang 001; Ponnuthurai Nagaratnam Suganthan (Pattern Recognit., 2014)

Exploiting Process Variations and Programming Sensitivity of Phase Change Memory for Reconfigurable Physical Unclonable Functions. - Le Zhang 001; Zhi-Hui Kong; Chip-Hong Chang; Alessandro Cabrini; Guido Torelli (IEEE Trans. Inf. Forensics Secur., 2014)

Statistical analysis and design of 6T SRAM cell for physical unclonable function with dual application modes. - Le Zhang 001; Chip-Hong Chang; Zhi-Hui Kong; Chao Qun Liu (ISCAS, 2015)

Visual Tracking with Convolutional Neural Network. - Le Zhang 001; Ponnuthurai Nagaratnam Suganthan (SMC, 2015)

A Low-Power Hybrid RO PUF With Improved Thermal Stability for Lightweight Applications. - Yuan Cao 003; Le Zhang 001; Chip-Hong Chang; Shoushun Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

Optimizating Emerging Nonvolatile Memories for Dual-Mode Applications: Data Storage and Key Generator. - Le Zhang 001; Xuanyao Fong; Chip-Hong Chang; Zhi-Hui Kong; Kaushik Roy 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

CMOS Image Sensor Based Physical Unclonable Function for Coherent Sensor-Level Authentication. - Yuan Cao 003; Le Zhang 001; Siarhei S. Zalivaka; Chip-Hong Chang; Shoushun Chen (IEEE Trans. Circuits Syst. I Regul. Pap., 2015)

Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine. - Le Zhang 001; Ponnuthurai N. Suganthan (IEEE Trans. Cybern., 2015)

Highly Reliable Spin-Transfer Torque Magnetic RAM-Based Physical Unclonable Function With Multi-Response-Bits Per Cell. - Le Zhang 001; Xuanyao Fong; Chip-Hong Chang; Zhi-Hui Kong; Kaushik Roy 001 (IEEE Trans. Inf. Forensics Secur., 2015)

Using image sensor PUF as root of trust for birthmarking of perceptual image hash. - Yuan Cao 003; Le Zhang 001; Chip-Hong Chang (AsianHOST, 2016)

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article]. - Ye Ren; Le Zhang 001; Ponnuthurai N. Suganthan (IEEE Comput. Intell. Mag., 2016)

A survey of randomized algorithms for training neural networks. - Le Zhang 001; Ponnuthurai N. Suganthan (Inf. Sci., 2016)

A comprehensive evaluation of random vector functional link networks. - Le Zhang 001; Ponnuthurai N. Suganthan (Inf. Sci., 2016)

Robust Visual Tracking Using Oblique Random Forests. - Le Zhang 001; Jagannadan Varadarajan; Ponnuthurai Nagaratnam Suganthan; Narendra Ahuja; Pierre Moulin (CVPR, 2017)

Multi-modal social interaction recognition using view-invariant features. - Rim Trabelsi; Jagannadan Varadarajan; Yong Pei; Le Zhang 001; Issam Jabri; Ammar Bouallegue; Pierre Moulin (ISIAA@ICMI, 2017)

Robust Multi-Modal Cues for Dyadic Human Interaction Recognition. - Rim Trabelsi; Jagannadan Varadarajan; Yong Pei; Le Zhang 001; Issam Jabri; Ammar Bouallegue; Pierre Moulin (MUSA2@MM, 2017)

Benchmarking Ensemble Classifiers with Novel Co-Trained Kernal Ridge Regression and Random Vector Functional Link Ensembles [Research Frontier]. - Le Zhang 001; Ponnuthurai Nagaratnam Suganthan (IEEE Comput. Intell. Mag., 2017)

Oblique random forest ensemble via Least Square Estimation for time series forecasting. - Xueheng Qiu; Le Zhang 001; Ponnuthurai Nagaratnam Suganthan; Gehan A. J. Amaratunga (Inf. Sci., 2017)

Robust visual tracking via co-trained Kernelized correlation filters. - Le Zhang 001; Ponnuthurai Nagaratnam Suganthan (Pattern Recognit., 2017)

Visual Tracking With Convolutional Random Vector Functional Link Network. - Le Zhang 001; Ponnuthurai Nagaratnam Suganthan (IEEE Trans. Cybern., 2017)

Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM. - Zhenghua Chen; Qingchang Zhu; Yeng Chai Soh; Le Zhang 001 (IEEE Trans. Ind. Informatics, 2017)

Kernel Cross-Correlator. - Chen Wang 033; Le Zhang 001; Lihua Xie 001; Junsong Yuan 001 (AAAI, 2018)

Crowd Counting With Deep Negative Correlation Learning. - Zenglin Shi; Le Zhang 001; Yun Liu 011; Xiaofeng Cao; Yangdong Ye; Ming-Ming Cheng; Guoyan Zheng (CVPR, 2018)

Lightweight Hardware Based Secure Authentication Scheme for Fog Computing. - Baiyi Huang; Xiuzhen Cheng 001; Yuan Cao 003; Le Zhang 001 (SEC, 2018)

DEL: Deep Embedding Learning for Efficient Image Segmentation. - Yun Liu 011; Peng-Tao Jiang; Vahan Petrosyan; Shijie Li 006; Jiawang Bian; Le Zhang 001; Ming-Ming Cheng (IJCAI, 2018)

Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. - Zenglin Shi; Guodong Zeng; Le Zhang 001; Xiahai Zhuang; Lei Li 020; Guang Yang 006; Guoyan Zheng (MICCAI (4), 2018)

Give Me One Portrait Image, I Will Tell You Your Emotion and Personality. - Songyou Peng; Le Zhang 001; Stefan Winkler 001; Marianne Winslett (ACM Multimedia, 2018)

Historical Context-based Style Classification of Painting Images via Label Distribution Learning. - Jufeng Yang; Liyi Chen; Le Zhang 001; Xiaoxiao Sun 002; Dongyu She; Shao-Ping Lu; Ming-Ming Cheng (ACM Multimedia, 2018)

An ensemble of decision trees with random vector functional link networks for multi-class classification. - Rakesh Katuwal; Ponnuthurai N. Suganthan; Le Zhang 001 (Appl. Soft Comput., 2018)

Semantic Edge Detection with Diverse Deep Supervision. - Yun Liu 011; Ming-Ming Cheng; Jia-Wang Bian; Le Zhang 001; Peng-Tao Jiang; Yang Cao 017 (CoRR, 2018)

A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues. - Songyou Peng; Le Zhang 001; Yutong Ban; Meng Fang; Stefan Winkler 001 (CoRR, 2018)

Learning Pixel-wise Labeling from the Internet without Human Interaction. - Yun Liu 011; Yujun Shi; JiaWang Bian; Le Zhang 001; Ming-Ming Cheng; Jiashi Feng (CoRR, 2018)

MatchBench: An Evaluation of Feature Matchers. - JiaWang Bian; Ruihan Yang; Yun Liu 011; Le Zhang 001; Ming-Ming Cheng; Ian D. Reid 001; WenHai Wu (CoRR, 2018)

Distilling the Knowledge From Handcrafted Features for Human Activity Recognition. - Zhenghua Chen; Le Zhang 001; Zhiguang Cao; Jing Guo (IEEE Trans. Ind. Informatics, 2018)

Received Signal Strength Based Indoor Positioning Using a Random Vector Functional Link Network. - Wei Cui 002; Le Zhang 001; Bing Li 002; Jing Guo; Wei Meng 002; Haixia Wang 003; Lihua Xie 001 (IEEE Trans. Ind. Informatics, 2018)

Multiscale Multitask Deep NetVLAD for Crowd Counting. - Zenglin Shi; Le Zhang 001; Yibo Sun; Yangdong Ye (IEEE Trans. Ind. Informatics, 2018)

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. - Ziyuan Zhao; Xiaoman Zhang; Cen Chen 001; Wei Li; Songyou Peng; Jie Wang 042; Xulei Yang; Le Zhang 001; Zeng Zeng (BHI, 2019)

An Evaluation of Feature Matchers for Fundamental Matrix Estimation. - Jia-Wang Bian; Yu-Huan Wu; Ji Zhao 001; Yun Liu 011; Le Zhang 001; Ming-Ming Cheng; Ian Reid 001 (BMVC, 2019)

Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection. - Jiaxing Zhao; Yang Cao 017; Deng-Ping Fan; Ming-Ming Cheng; Xuan-Yi Li; Le Zhang 001 (CVPR, 2019)

Action Recognition Using Co-trained Deep Convolutional Neural Networks. - Le Zhang 001; Jagannadan Varadarajan; Yong Pei (IJCAI, 2019)

Improved Multi-Agent Reinforcement Learning for Path Planning-Based Crowd Simulation. - Qingqing Wang; Hong Liu 013; Kaizhou Gao; Le Zhang 001 (IEEE Access, 2019)

Robust Regression via Deep Negative Correlation Learning. - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (CoRR, 2019)

An Evaluation of Feature Matchers forFundamental Matrix Estimation. - Jia-Wang Bian; Yu-Huan Wu; Ji Zhao 001; Yun Liu 011; Le Zhang 001; Ming-Ming Cheng; Ian D. Reid 001 (CoRR, 2019)

AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning. - Xin-Yu Zhang; Le Zhang 001; Zao-Yi Zheng; Yun Liu 011; Jia-Wang Bian; Ming-Ming Cheng (CoRR, 2019)

A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems. - Kaizhou Gao; Zhiguang Cao; Le Zhang 001; Zhenghua Chen; Yuyan Han; Quanke Pan (IEEE CAA J. Autom. Sinica, 2019)

Using FTOC to track shuttlecock for the badminton robot. - Wei Chen; Tingbo Liao; Zhihang Li; Haozhi Lin; Hong Xue; Le Zhang 001; Jing Guo; Zhiguang Cao (Neurocomputing, 2019)

Richer Convolutional Features for Edge Detection. - Yun Liu 011; Ming-Ming Cheng; Xiaowei Hu 003; Jia-Wang Bian; Le Zhang 001; Xiang Bai; Jinhui Tang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

SeSe-Net: Self-Supervised deep learning for segmentation. - Zeng Zeng; Xulei Yang; Yu Qiyun; Yao Meng; Le Zhang 001 (Pattern Recognit. Lett., 2019)

Robust Mobile Location Estimation in NLOS Environment Using GMM, IMM, and EKF. - Wei Cui 002; Bing Li 002; Le Zhang 001; Wei Meng 002 (IEEE Syst. J., 2019)

WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM. - Zhenghua Chen; Le Zhang 001; Chaoyang Jiang; Zhiguang Cao; Wei Cui 002 (IEEE Trans. Mob. Comput., 2019)

Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach. - Rim Trabelsi; Jagannadan Varadarajan; Le Zhang 001; Issam Jabri; Yong Pei; Fethi Smach; Ammar Bouallegue; Pierre Moulin (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow. - Yuchao Gu; Le Zhang 001; Yun Liu 011; Shao-Ping Lu; Ming-Ming Cheng (CoRR, 2020)

EDN: Salient Object Detection via Extremely-Downsampled Network. - Yu-Huan Wu; Yun Liu 011; Le Zhang 001; Ming-Ming Cheng (CoRR, 2020)

GMS: Grid-Based Motion Statistics for Fast, Ultra-robust Feature Correspondence. - Jia-Wang Bian; Wen-Yan Lin; Yun Liu 011; Le Zhang 001; Sai-Kit Yeung; Ming-Ming Cheng; Ian Reid 001 (Int. J. Comput. Vis., 2020)

WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests. - Le Zhang 001; Zhenghua Chen; Wei Cui 002; Bing Li 002; Cen Chen 002; Zhiguang Cao; Kaizhou Gao (IEEE Internet Things J., 2020)

An Accurate Solution to the Cardinality-Based Punctuality Problem. - Zhiguang Cao; Yaoxin Wu; Akshay Rao; Felix Klanner; Stefan Erschen; Wei Chen; Le Zhang 001; Hongliang Guo (IEEE Intell. Transp. Syst. Mag., 2020)

Heterogeneous oblique random forest. - Rakesh Katuwal; Ponnuthurai N. Suganthan; Le Zhang 001 (Pattern Recognit., 2020)

Attention-Driven Loss for Anomaly Detection in Video Surveillance. - Joey Tianyi Zhou; Le Zhang 001; Zhiwen Fang; Jiawei Du; Xi Peng 001; Yang Xiao 007 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Light Sensor Based Occupancy Estimation via Bayes Filter With Neural Networks. - Zhenghua Chen; Yanbing Yang; Chaoyang Jiang; Jie Hao; Le Zhang 001 (IEEE Trans. Ind. Electron., 2020)

Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation. - Zhiguang Cao; Hongliang Guo; Wen Song; Kaizhou Gao; Zhenghua Chen; Le Zhang 001; Xuexi Zhang (IEEE Trans. Veh. Technol., 2020)

Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition. - Le Zhang 001; Jagannadan Varadarajan; Yong Pei; Zhenghua Chen (Generalization with Deep Learning, 2021)

Two-Stream Convolution Augmented Transformer for Human Activity Recognition. - Bing Li 002; Wei Cui 002; Wei Wang 011; Le Zhang 001; Zhenghua Chen; Min Wu 008 (AAAI, 2021)

On Automatic Data Augmentation for 3D Point Cloud Classification. - Wanyue Zhang; Xun Xu 002; Fayao Liu; Le Zhang 001; Chuan Sheng Foo (BMVC, 2021)

A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data. - Zaifeng Yang; Yubo Hou; Zhenghua Chen; Le Zhang 001; Jie Chen 026 (ICASSP, 2021)

Research and Exploration on The Application of RPA and Artificial Intelligence Technology in The Field of Electric Power Marketing. - Zhun Wang; Le Zhang 001; Fan Zhang 013; Wenjuan Li; Zhi Yang (ICITEE, 2021)

Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer. - Yining Ma 001; Jingwen Li; Zhiguang Cao; Wen Song; Le Zhang 001; Zhenghua Chen; Jing Tang 004 (NeurIPS, 2021)

Device-free single-user activity recognition using diversified deep ensemble learning. - Wei Cui 002; Bing Li 002; Le Zhang 001; Zhenghua Chen (Appl. Soft Comput., 2021)

Transformer in Convolutional Neural Networks. - Yun Liu 011; Guolei Sun; Yu Qiu; Le Zhang 001; Ajad Chhatkuli; Luc Van Gool (CoRR, 2021)

Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net. - Yu Qiu; Yun Liu 011; Le Zhang 001; Jing Xu 008 (CoRR, 2021)

Unsupervised Scale-Consistent Depth Learning from Video. - Jia-Wang Bian; Huangying Zhan; Naiyan Wang; Zhichao Li; Le Zhang 001; Chunhua Shen; Ming-Ming Cheng; Ian Reid 001 (Int. J. Comput. Vis., 2021)

Deep learning for human activity recognition. - Xiaoli Li 001; Peilin Zhao; Min Wu 008; Zhenghua Chen; Le Zhang 001 (Neurocomputing, 2021)

Bridge health anomaly detection using deep support vector data description. - Jianxi Yang; Fei Yang; Likai Zhang; Ren Li; Shixin Jiang; Guiping Wang; Le Zhang 001; Zeng Zeng (Neurocomputing, 2021)

Visual relationship detection with region topology structure. - Le Zhang 001; Ying Wang 007; HaiShun Chen; Jie Li 001; Zhenxi Zhang (Inf. Sci., 2021)

Ordered or Orderless: A Revisit for Video Based Person Re-Identification. - Le Zhang 001; Zenglin Shi; Joey Tianyi Zhou; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Zeng Zeng; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Nonlinear Regression via Deep Negative Correlation Learning. - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Correction to "Nonlinear Regression via Deep Negative Correlation Learning". - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection. - Yun Liu 011; Xin-Yu Zhang 023; Jia-Wang Bian; Le Zhang 001; Ming-Ming Cheng (IEEE Trans. Image Process., 2021)

Regularized Densely-Connected Pyramid Network for Salient Instance Segmentation. - Yu-Huan Wu; Yun Liu 011; Le Zhang 001; Wang Gao 001; Ming-Ming Cheng (IEEE Trans. Image Process., 2021)

Mining Relations Among Cross-Frame Affinities for Video Semantic Segmentation. - Guolei Sun; Yun Liu 011; Hao Tang 005; Ajad Chhatkuli; Le Zhang 001; Luc Van Gool (ECCV (34), 2022)

FedTADBench: Federated Time-series Anomaly Detection Benchmark. - Fanxing Liu; Cheng Zeng; Le Zhang 001; Yingjie Zhou 001; Qing Mu; Yanru Zhang; Ling Zhang; Ce Zhu (HPCC/DSS/SmartCity/DependSys, 2022)

FMNet: Frequency-Aware Modulation Network for SDR-to-HDR Translation. - Gang Xu; Qibin Hou; Le Zhang 001; Ming-Ming Cheng (ACM Multimedia, 2022)

Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes. - Yu-Huan Wu; Da Zhang; Le Zhang 001; Xin Zhan; Dengxin Dai; Yun Liu 011; Ming-Ming Cheng (CoRR, 2022)

Semantic Edge Detection with Diverse Deep Supervision. - Yun Liu 011; Ming-Ming Cheng; Deng-Ping Fan; Le Zhang 001; Jia-Wang Bian; Dacheng Tao (Int. J. Comput. Vis., 2022)

DRL-Assisted Topology Identification and Time Synchronization for PIoT-Empowered Distributed Renewable Resource Dispatch. - Zhenyu Zhou 001; Chen Liu; Zhao Wang; Lei Lv; Le Zhang 001; Xing Li; Xiaoyan Wang 003; Wenwen Sun; Guoqing He; Yun Liu 011 (IEEE Internet Things Mag., 2022)

Locality-Aware Crowd Counting. - Joey Tianyi Zhou; Le Zhang 001; Jiawei Du; Xi Peng 001; Zhiwen Fang; Zhe Xiao; Hongyuan Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship. - Le Zhang 001; Songyou Peng; Stefan Winkler 001 (IEEE Trans. Affect. Comput., 2022)

Learning Clustering for Motion Segmentation. - Xun Xu 002; Le Zhang 001; Loong-Fah Cheong; Zhuwen Li; Ce Zhu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains. - Cen Chen 002; Xiaofeng Zou; Zeng Zeng; Zhongyao Cheng; Le Zhang 001; Steven C. H. Hoi (IEEE Trans. Cybern., 2022)

MA-GANet: A Multi-Attention Generative Adversarial Network for Defocus Blur Detection. - Zeyu Jiang; Xun Xu 002; Le Zhang 001; Chao Zhang 072; Chuan Sheng Foo; Ce Zhu (IEEE Trans. Image Process., 2022)

EDN: Salient Object Detection via Extremely-Downsampled Network. - Yu-Huan Wu; Yun Liu 011; Le Zhang 001; Ming-Ming Cheng; Bo Ren 003 (IEEE Trans. Image Process., 2022)

Semi-Supervised Deep Adversarial Forest for Cross-Environment Localization. - Wei Cui 002; Le Zhang 001; Bing Li 002; Zhenghua Chen; Min Wu 008; Xiaoli Li 001; Jiawen Kang 001 (IEEE Trans. Veh. Technol., 2022)

Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Image Super-Resolution. - Ao Li 007; Le Zhang 001; Yun Liu 011; Ce Zhu (ICCV, 2023)

Overlap Loss: Rethinking Weakly Supervised Instance Segmentation in Crowded Scenes. - Shanghang Jiang; Shichao Zhao; Meng Wu; Le Zhang 001; Feng Zhou (ICIP, 2023)

Efficient Lightweight Attention Based Learned Image Compression. - Ziyang He; Lei Luo 003; Le Zhang 001; Hongwei Guo 001; Ce Zhu (VCIP, 2023)

CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation. - Boyuan Sun 001; Yuqi Yang; Weifeng Yuan; Le Zhang 001; Ming-Ming Cheng; Qibin Hou (CoRR, 2023)

Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition. - Ke Xu; Jiangtao Wang 001; Le Zhang 001; Hongyuan Zhu; Dingchang Zheng (IEEE J. Biomed. Health Informatics, 2023)

Privacy-Preserving Cross-Environment Human Activity Recognition. - Le Zhang 001; Wei Cui 002; Bing Li 002; Zhenghua Chen; Min Wu 008; Sin Gee Teo (IEEE Trans. Cybern., 2023)

An Improved Artificial Bee Colony Algorithm With Q-Learning for Solving Permutation Flow-Shop Scheduling Problems. - Hanxiao Li; Kaizhou Gao; Pei-Yong Duan; Jun-Qing Li 001; Le Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Diverse and consistent multi-view networks for semi-supervised regression. - Cuong Manh Nguyen; Arun Raja; Le Zhang 001; Xun Xu 002; Balagopal Unnikrishnan; Mohamed Ragab 002; Kangkang Lu 001; Chuan-Sheng Foo (Mach. Learn., 2023)

Distributed representation learning with skip-gram model for trained random forests. - Chao Ma 006; Tianjun Wang; Le Zhang 001; Zhiguang Cao; Yue Huang 001; Xinghao Ding (Neurocomputing, 2023)

DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis. - Bing Li 002; Wei Cui 002; Le Zhang 001; Ce Zhu; Wei Wang 011; Ivor W. Tsang; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Triangular Distribution in Visual World. - Ping Chen; Xingpeng Zhang; Chengtao Zhou; Dichao Fan; Peng Tu; Le Zhang 001; Yanlin Qian (CVPR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CVPR Workshops, 2024)

Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deployment. - Haisheng Lu; Yujie Fu; Fan Zhang 013; Le Zhang 001 (MedSAM@CVPR, 2024)

CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation. - Boyuan Sun 001; Yuqi Yang; Le Zhang 001; Ming-Ming Cheng; Qibin Hou (CVPR, 2024)

A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using DMRI Tractography. - Haolin He; Ce Zhu; Le Zhang 001; Yipeng Liu 001; Xiao Xu; Yuqian Chen; Leo R. Zekelman; Jarrett Rushmore; Yogesh Rathi; Nikos Makris; Lauren J. O'Donnell; Fan Zhang 013 (ISBI, 2024)

Federated Learning Using Coupled Tensor Train Decomposition. - Xiangtao Zhang; Eleftherios Kofidis; Ce Zhu; Le Zhang 001; Yipeng Liu 001 (CoRR, 2024)

PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Aligment. - Xiaoning Liu 003; Ao Li 007; Zongwei Wu; Yapeng Du; Le Zhang 001; Yulun Zhang 001; Radu Timofte; Ce Zhu (CoRR, 2024)

RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection. - Zhiwei Lin; Zhe Liu 019; Zhongyu Xia; Xinhao Wang; Yongtao Wang; Shengxiang Qi; Yang Dong; Nan Dong; Le Zhang 001; Ce Zhu (CoRR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CoRR, 2024)

Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration. - Zenglin Shi; Tong Su; Pei Liu; Yunpeng Wu; Le Zhang 001; Meng Wang 001 (CoRR, 2024)

Graph-Guided Test-Time Adaptation for Glaucoma Diagnosis using Fundus Photography. - Qian Zeng; Le Zhang 001; Yipeng Liu 001; Ce Zhu; Fan Zhang 013 (CoRR, 2024)

RCBEVDet++: Toward High-accuracy Radar-Camera Fusion 3D Perception Network. - Zhiwei Lin; Zhe Liu 019; Yongtao Wang; Le Zhang 001; Ce Zhu (CoRR, 2024)

EVENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI. - Chenjun Li; Dian Yang; Shun Yao; Shuyue Wang; Ye Wu 001; Le Zhang 001; Qiannuo Li; Kang Ik Kevin Cho; Johanna Seitz-Holland; Lipeng Ning; Jon Haitz Legarreta; Yogesh Rathi; et al. (CoRR, 2024)

Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor. - Hao Yu; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CoRR, 2024)

GSB: Group superposition binarization for vision transformer with limited training samples. - Tian Gao 004; Chengzhong Xu 001; Le Zhang 001; Hui Kong 001 (Neural Networks, 2024)

Multi-view heterogeneous graph learning with compressed hypergraph neural networks. - Aiping Huang; Zihan Fang; Zhihao Wu 003; Yanchao Tan; Peng Han 005; Shiping Wang; Le Zhang 001 (Neural Networks, 2024)

Multilabel Concrete Bridge Damage Classification Using Graph Convolution. - Jianxi Yang; Hao Li; Le Zhang 001; Lu Zhao; Shixin Jiang; Hong Xie (IEEE Trans. Instrum. Meas., 2024)

Boosting Salient Object Detection With Transformer-Based Asymmetric Bilateral U-Net. - Yu Qiu; Yun Liu 011; Le Zhang 001; Haotian Lu 003; Jing Xu 008 (IEEE Trans. Circuits Syst. Video Technol., 2024)

GrapHAR: A Lightweight Human Activity Recognition Model by Exploring the Sub-Carrier Correlations. - Wei Meng 002; Zhicong Liu; Bing Li 002; Wei Cui 002; Joey Tianyi Zhou; Le Zhang 001 (IEEE Trans. Wirel. Commun., 2024)

Multi-View Graph Embedding Learning for Image Co-Segmentation and Co-Localization. - Aiping Huang; Lijian Li 004; Le Zhang 001; Yuzhen Niu; Tiesong Zhao; Chia-Wen Lin (IEEE Trans. Circuits Syst. Video Technol., 2024)

Vision Transformers with Hierarchical Attention. - Yun Liu 011; Yu-Huan Wu; Guolei Sun; Le Zhang 001; Ajad Chhatkuli; Luc Van Gool (Mach. Intell. Res., 2024)

Deep negative correlation classification. - Le Zhang 001; Qibin Hou; Yun Liu 011; Jia-Wang Bian; Xun Xu 002; Joey Tianyi Zhou; Ce Zhu (Mach. Learn., 2024)

Democratizing Federated WiFi-Based Human Activity Recognition Using Hypothesis Transfer. - Bing Li 002; Wei Cui 002; Le Zhang 001; Qi Yang; Min Wu 008; Joey Tianyi Zhou (IEEE Trans. Mob. Comput., 2024)

WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network. - Zhendong Liu; Le Zhang 001; Bing Li 002; Yingjie Zhou 001; Zhenghua Chen; Ce Zhu (AAAI, 2025)

Learned Smartphone ISP on Mobile GPUs, Mobile AI 2025 Challenge: Report. - Andrey Ignatov; Georgy Perevozchikov; Radu Timofte; Cheng Li 009; Lian Liu; Jun Cao; Heng Sun; Wu Pan; Song Wang; Keqiang Yu; Shuo Liu; Hongqin He; et al. (CVPR Workshops, 2025)

RGB Photo Enhancement on Mobile GPUs, Mobile AI 2025 Challenge: Report. - Andrey Ignatov; Georgy Perevozchikov; Radu Timofte; Wu Pan; Song Wang; Dong Zhang; Zhao Ran; Xiaochen Li; Shichang Ju; Diankai Zhang; Biao Wu; Shaoli Liu; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Florin-Alexandru Vasluianu; Hailong Yan; Bin Ren; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Kangbiao Shi; Yixu Feng; et al. (CVPR Workshops, 2025)

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor. - Hao Yu; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CVPR, 2025)

Codar: Complex-valued Neural Network for Crossing-Floor Intrusion Detection via WiFi. - Weiting Ou; Yipeng Liu 001; Zhijie Sun; Bing Li 002; Le Zhang 001; Ce Zhu (ICASSP, 2025)

DDEvENet: Evidence-based ensemble learning for uncertainty-aware brain parcellation using diffusion MRI. - Chenjun Li; Dian Yang; Shun Yao; Shuyue Wang; Ye Wu 001; Le Zhang 001; Qiannuo Li; Kang Ik Kevin Cho; Johanna Seitz-Holland; Lipeng Ning; Jon Haitz Legarreta; Yogesh Rathi; et al. (Comput. Medical Imaging Graph., 2025)

DeepNuParc: A novel deep clustering framework for fine-scale parcellation of brain nuclei using diffusion MRI tractography. - Haolin He; Ce Zhu; Le Zhang 001; Yipeng Liu 001; Xiao Xu; Yuqian Chen; Leo R. Zekelman; Jarrett Rushmore; Yogesh Rathi; Nikos Makris; Lauren J. O'Donnell; Fan Zhang 013 (NeuroImage, 2025)

From Dense to Sparse: Event Response for Enhanced Residential Load Forecasting. - Xin Cao; Qinghua Tao; Yingjie Zhou 001; Lu Zhang 063; Le Zhang 001; Dongjin Song; Dapeng Oliver Wu; Ce Zhu (IEEE Trans. Instrum. Meas., 2025)

Towards Open-Vocabulary Video Semantic Segmentation. - Xinhao Li; Yun Liu 011; Guolei Sun; Min Wu 008; Le Zhang 001; Ce Zhu (IEEE Trans. Multim., 2025)

Correction to: Deep negative correlation classification. - Le Zhang 001; Qibin Hou; Yun Liu 011; Jia-Wang Bian; Xun Xu 002; Joey Tianyi Zhou; Ce Zhu (Mach. Learn., 2025)

Guest Editorial: Special Issue on Trustworthy Federated Learning. - Qiang Yang 001; Han Yu 001; Sin G. Teo; Bo Li 001; Guodong Long; Chao Jin; Lixin Fan; Yang Liu 165; Le Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal. - Rongxin Liao; Feng Li 037; Yanyan Wei; Zenglin Shi; Le Zhang 001; Huihui Bai 001; Meng Wang 001 (CoRR, 2025)

Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution. - Ao Li 007; Le Zhang 001; Yun Liu 011; Ce Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Edge-End Cooperative Network Resource Allocation With Time Synchronization Awareness for Federated Learning-Based Distributed Energy Regulation. - Zhao Wang; Yiling Shu; Haijun Liao; Zhenyu Zhou 001; Lei Lv; Le Zhang 001; Shahid Mumtaz; Mohsen Guizani (IEEE Trans. Smart Grid, 2025)

Multi-scale graph diffusion convolutional network for multi-view learning. - Shiping Wang; Jiacheng Li; Yuhong Chen; Zhihao Wu 003; Aiping Huang; Le Zhang 001 (Artif. Intell. Rev., 2025)

MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices. - Hailong Yan; Ao Li 007; Xiangtao Zhang; Zhe Liu 019; Zenglin Shi; Ce Zhu; Le Zhang 001 (CoRR, 2025)

STADe: Sensory Temporal Action Detection via Temporal-Spectral Representation Learning. - Bing Li 002; Haotian Duan; Yun Liu 011; Le Zhang 001; Wei Cui 002; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Low-Resolution Self-Attention for Semantic Segmentation. - Yu-Huan Wu; Shi-Chen Zhang; Yun Liu 011; Le Zhang 001; Xin Zhan; Daquan Zhou; Jiashi Feng; Ming-Ming Cheng; Liangli Zhen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Coupled tensor train decomposition in federated learning. - Xiangtao Zhang; Eleftherios Kofidis; Ruituo Wu; Ce Zhu; Le Zhang 001; Yipeng Liu 001 (Pattern Recognit., 2026)