Wang, Lei

142 publications

JMLR 2025 A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds Lei Wang, Le Bao, Xin Liu

IJCAI 2025 Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics Jiaqiang Jiang, Lei Wang, Runhao Jiang, Jing Fan, Rui Yan

NeurIPS 2025 Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning Lei Wang, Jieming Bian, Letian Zhang, Jie Xu

AAAI 2025 Attention-Driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models Without Fine-Tuning Hai-Ming Xu, Qi Chen, Lei Wang, Lingqiao Liu

JMLR 2025 BitNet: 1-Bit Pre-Training for Large Language Models Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei

CVPR 2025 Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning Lei-Lei Ma, Shuo Xu, Ming-Kun Xie, Lei Wang, Dengdi Sun, Haifeng Zhao

CVPRW 2025 Cross-Modal Facial Expression Recognition with Global Channel-Spatial Attention: Modal Enhancement and Proportional Criterion Fusion Jun Yu, Yang Zheng, Lei Wang, Yongqi Wang, Shengfan Xu

ICCV 2025 Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning Borui Kang, Lei Wang, Zhiping Wu, Tao Feng, Yawen Li, Yang Gao, Wenbin Li

CVPR 2025 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Yiyang Chen, Tianyu Ding, Lei Wang, Jing Huo, Yang Gao, Wenbin Li

NeurIPS 2025 FedEL: Federated Elastic Learning for Heterogeneous Devices Letian Zhang, Bo Chen, Jieming Bian, Lei Wang, Jie Xu

NeurIPS 2025 Graph Your Own Prompt Xi Ding, Lei Wang, Piotr Koniusz, Yongsheng Gao

CVPRW 2025 Interactive Multimodal Framework with Temporal Modeling for Emotion Recognition Jun Yu, Yongqi Wang, Lei Wang, Yang Zheng, Shengfan Xu

ICML 2025 Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization Guopeng Lin, Ruisheng Zhou, Shuyu Chen, Weili Han, Jin Tan, Wenjing Fang, Lei Wang, Tao Wei

ICLR 2025 Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding, Lei Wang, Liyun Zhu, Tom Gedeon, Piotr Koniusz

ICCV 2025 LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

ICLR 2025 MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai, Huanran Hu, Lei Wang, Shengjie Jin, Xu Chen, Zhiwu Lu

NeurIPS 2025 MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference Wenxuan Zeng, Ye Dong, Jinjin Zhou, Jin Tan, Lei Wang, Tao Wei, Runsheng Wang, Meng Li

CVPR 2025 Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Lei Wang, Senmao Li, Fei Yang, Jianye Wang, Ziheng Zhang, Yuhan Liu, Yaxing Wang, Jian Yang

CVPR 2025 One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models Senmao Li, Lei Wang, Kai Wang, Tao Liu, Jiehang Xie, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang

JMLR 2025 Optimal Subsampling for High-Dimensional Partially Linear Models via Machine Learning Methods Yujing Shao, Lei Wang, Heng Lian, Haiying Wang

NeurIPS 2025 Puzzles: Unbounded Video-Depth Augmentation for Scalable End-to-End 3D Reconstruction Jiahao Ma, Lei Wang, Miaomiao Liu, David Ahmedt-Aristizabal, Chuong Nguyen

NeurIPS 2025 Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier than You Think Ge Wu, Shen Zhang, Ruijing Shi, Shanghua Gao, Zhenyuan Chen, Lei Wang, Zhaowei Chen, Hongcheng Gao, Yao Tang, Jian Yang, Ming-Ming Cheng, Xiang Li

CVPR 2025 Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Mingyuan Ge, Wei Gao, Lei Wang, Li Liu

ICLR 2025 ThinK: Thinner Key Cache by Query-Driven Pruning Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo

NeurIPS 2025 Time-O1: Time-Series Forecasting Needs Transformed Label Alignment Hao Wang, Licheng Pan, Zhichao Chen, Xu Chen, Qingyang Dai, Lei Wang, Haoxuan Li, Zhouchen Lin

NeurIPS 2025 Unlocking Multimodal Mathematical Reasoning via Process Reward Model Ruilin Luo, Zhuofan Zheng, Lei Wang, Yifan Wang, Xinzhe Ni, Zicheng Lin, Songtao Jiang, Yiyao Yu, Chufan Shi, Ruihang Chu, Jin Zeng, Yujiu Yang

CVPR 2025 Visual Representation Learning Through Causal Intervention for Controllable Image Editing Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Lei Wang, Guorui Liao, Zhili Gong, Huayi Yang, Li Liu

CVPR 2024 AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement Shiwei Jin, Zhen Wang, Lei Wang, Peng Liu, Ning Bi, Truong Nguyen

ECCV 2024 Adaptive Multi-Head Contrastive Learning Lei Wang, Piotr Koniusz, Tom Gedeon, Liang Zheng

NeurIPS 2024 Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu, Lei Wang, Arjun Raj, Tom Gedeon, Chen Chen

ACML 2024 Counterfacual Fairness for Graph Neural Networks with Limited and Privacy Protected Sensitive Attributes Xuemin Wang, Lei Wang, Tianlong Gu, Xuguang Bao

ICML 2024 Ditto: Quantization-Aware Secure Inference of Transformers upon MPC Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang

ECCV 2024 Elegantly Written: Disentangling Writer and Character Styles for Enhancing Online Chinese Handwriting Yu Liu, Fatimah binti Khalid, Lei Wang, Youxi Zhang, Cunrui Wang

ICLR 2024 Enhanced Face Recognition Using Intra-Class Incoherence Constraint Yuanqing Huang, Yinggui Wang, Le Yang, Lei Wang

CVPR 2024 Exploiting Inter-Sample and Inter-Feature Relations in Dataset Distillation Wenxiao Deng, Wenbin Li, Tianyu Ding, Lei Wang, Hongguang Zhang, Kuihua Huang, Jing Huo, Yang Gao

ECML-PKDD 2024 Harnessing the Power of Prompt Experts: Efficient Knowledge Distillation for Enhanced Language Understanding Xv Meng, Jun Rao, Shuhan Qi, Lei Wang, Jing Xiao, Xuan Wang

ICLR 2024 In-Context Autoencoder for Context Compression in a Large Language Model Tao Ge, Hu Jing, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei

ACML 2024 Motion Meets Attention: Video Motion Prompts Qixiang Chen, Lei Wang, Piotr Koniusz, Tom Gedeon

ECCV 2024 Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation Lei Wang, Zejian Yuan, Badong Chen

CVPRW 2024 Pre-Trained Bidirectional Dynamic Memory Network for Long Video Question Answering Jinmeng Wu, Pengcheng Shu, Hanyu Hong, Lei Ma, Ying Zhu, Lei Wang

NeurIPS 2024 Reflective Multi-Agent Collaboration Based on Large Language Models Xiaohe Bo, Zeyu Zhang, Quanyu Dai, Xueyang Feng, Lei Wang, Rui Li, Xu Chen, Ji-Rong Wen

AAAI 2024 Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-Supervised Fine-Grained Learning Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

ECCV 2024 Rotated Orthographic Projection for Self-Supervised 3D Human Pose Estimation Yao Yao, Yixuan Pan, Wenjun Shi, Dongchen Zhu, Lei Wang, Jiamao Li

AAAI 2024 S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention Chiyu Zhang, Xiaogang Xu, Lei Wang, Zaiyan Dai, Jun Yang

AAAI 2024 T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen

NeurIPS 2024 Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu

ICML 2024 Taylor Videos for Action Recognition Lei Wang, Xiuyuan Yuan, Tom Gedeon, Liang Zheng

IJCAI 2024 Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling Liang Zeng, Lei Wang, Hui Niu, Ruchen Zhang, Ling Wang, Jian Li

CVPR 2024 View-Decoupled Transformer for Person Re-Identification Under Aerial-Ground Camera Network Quan Zhang, Lei Wang, Vishal M. Patel, Xiaohua Xie, Jianhaung Lai

AAAI 2024 Would You like Your Data to Be Trained? a User Controllable Recommendation Framework Lei Wang, Xu Chen, Zhenhua Dong, Quanyu Dai

CVPR 2023 3Mformer: Multi-Order Multi-Mode Transformer for Skeletal Action Recognition Lei Wang, Piotr Koniusz

CVPRW 2023 A Dual Branch Network for Emotional Reaction Intensity Estimation Jun Yu, Jichao Zhu, Wangyuan Zhu, Zhongpeng Cai, Guochen Xie, Renda Li, Gongpeng Zhao, Qiang Ling, Lei Wang, Cong Wang, Luyu Qiu, Wei Zheng

AAAI 2023 AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation Lei Wang, Liang Zeng, Jian Li

AAAI 2023 Alignment-Enriched Tuning for Patch-Level Pre-Trained Document Image Models Lei Wang, Jiabang He, Xing Xu, Ning Liu, Hui Liu

ICCV 2023 Enhancing Sample Utilization Through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

CVPRW 2023 Exploring Large-Scale Unlabeled Faces to Enhance Facial Expression Recognition Jun Yu, Zhongpeng Cai, Renda Li, Gongpeng Zhao, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Qiang Ling, Lei Wang, Cong Wang, Luyu Qiu, Wei Zheng

ICMLW 2023 Exploring the Existence of Atmospheric Blocking’s Precursor Patterns with Physics-Informed Explainable AI Anh N Nhu, Lei Wang

AAAI 2023 Generalizing Math Word Problem Solvers via Solution Diversification Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang

ICCV 2023 Hierarchical Spatio-Temporal Representation Learning for Gait Recognition Lei Wang, Bo Liu, Fangfang Liang, Bincheng Wang

AAAI 2023 High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation Lei Yu, Wanqi Yang, Shengqi Huang, Lei Wang, Ming Yang

ICCV 2023 ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen

CVPR 2023 Learning Partial Correlation Based Deep Visual Representation for Image Classification Saimunur Rahman, Piotr Koniusz, Lei Wang, Luping Zhou, Peyman Moghadam, Changming Sun

ICCV 2023 Learning Spatial-Context-Aware Global Visual Feature Representation for Instance Image Retrieval Zhongyan Zhang, Lei Wang, Luping Zhou, Piotr Koniusz

AAAI 2023 Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features Lei Wang, Zejian Yuan, Badong Chen

CVPRW 2023 Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection Jun Yu, Renda Li, Zhongpeng Cai, Gongpeng Zhao, Guochen Xie, Jichao Zhu, Wangyuan Zhu, Qiang Ling, Lei Wang, Cong Wang, Luyu Qiu, Wei Zheng

CVPR 2023 METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

NeurIPS 2023 Online PCA in Converging Self-Consistent Field Equations Xihan Li, Xiang Chen, Rasul Tutunov, Haitham Bou Ammar, Lei Wang, Jun Wang

NeurIPS 2023 REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Xin Zhao, Ji-Rong Wen

CVPR 2023 ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection Shiwei Jin, Zhen Wang, Lei Wang, Ning Bi, Truong Nguyen

ICCV 2023 Regularized Primitive Graph Learning for Unified Vector Mapping Lei Wang, Min Dai, Jianan He, Jingwei Huang

AAAI 2023 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Lei Wang, Jun Cheng

ICCV 2023 Towards Semi-Supervised Learning with Non-Random Missing Labels Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

TMLR 2023 Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo

CVPRW 2022 AAFormer: A Multi-Modal Transformer Network for Aerial Agricultural Images Yao Shen, Lei Wang, Yue Jin

CVPR 2022 DC-SSL: Addressing Mismatched Class Distribution in Semi-Supervised Learning Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi

NeurIPS 2022 Distributed Online Convex Optimization with Compressed Communication Zhipeng Tu, Xi Wang, Yiguang Hong, Lei Wang, Deming Yuan, Guodong Shi

NeurIPS 2022 Domain Generalization by Learning and Removing Domain-Specific Features Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen

AAAI 2022 FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns Yitong Duan, Lei Wang, Qizhong Zhang, Jian Li

NeurIPS 2022 Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

CVPR 2022 Kernelized Few-Shot Object Detection with Efficient Integral Aggregation Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz

AAAI 2022 LaSSL: Label-Guided Self-Training for Semi-Supervised Learning Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao

AAAI 2022 MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

CVPRW 2022 Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object Detection Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Ye Yu, Lei Wang, Qiang Ling

ECCV 2022 RDA: Reciprocal Distribution Alignment for Robust Semi-Supervised Learning Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi

CVPRW 2022 Semi-Supervised Hyperspectral Object Detection Challenge Results - PBVS 2022 Aneesh Rangnekar, Zachary Mulhollan, Anthony Vodacek, Matthew J. Hoffman, Ángel D. Sappa, Erik Blasch, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim

CVPR 2022 StyTr2: Image Style Transfer with Transformers Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu

ECCV 2022 Time-rEversed diffusioN tEnsor Transformer: A New TENET of Few-Shot Object Detection Shan Zhang, Naila Murray, Lei Wang, Piotr Koniusz

ECCV 2022 Uncertainty-DTW for Time Series and Sequences Lei Wang, Piotr Koniusz

CVPR 2021 A Self-Boosting Framework for Automated Radiographic Report Generation Zhanyu Wang, Luping Zhou, Lei Wang, Xiu Li

ICCV 2021 BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification Cheng Yan, Guansong Pang, Lei Wang, Jile Jiao, Xuetao Feng, Chunhua Shen, Jingjing Li

CVPR 2021 Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

CVPR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren

ICCV 2021 Hand Image Understanding via Deep Multi-Task Learning Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

ICCV 2021 LoFGAN: Fusing Local Representations for Few-Shot Image Generation Zheng Gu, Wenbin Li, Jing Huo, Lei Wang, Yang Gao

ICCVW 2021 SiamSTA: Spatio-Temporal Attention Based Siamese Tracker for Tracking UAVs Bo Huang, Junjie Chen, Tingfa Xu, Ying Wang, Shenwang Jiang, Yuncheng Wang, Lei Wang, Jianan Li

IJCAI 2020 Asymmetric Distribution Measure for Few-Shot Learning Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo

AAAI 2020 Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao

IJCAI 2020 Financial Thought Experiment: A GAN-Based Approach to Vast Robust Portfolio Selection Chi Seng Pun, Lei Wang, Hoi Ying Wong

ECCV 2020 ReDro: Efficiently Learning Large-Sized SPD Visual Representation Saimunur Rahman, Lei Wang, Changming Sun, Luping Zhou

IJCAI 2020 Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun

IJCAI 2019 Coarse-to-Fine Image Inpainting via Region-Wise Convolutions and Non-Local Correlation Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Dailan He, Aishan Liu

AAAI 2019 Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval Chao Li, Cheng Deng, Lei Wang, De Xie, Xianglong Liu

AAAI 2019 Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning Wenbin Li, Jinglin Xu, Jing Huo, Lei Wang, Yang Gao, Jiebo Luo

AAAI 2019 Template-Based Math Word Problem Solvers with Recursive Neural Networks Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen

AAAI 2018 A Novel Embedding Method for News Diffusion Prediction Ruoran Liu, Qiudan Li, Can Wang, Lei Wang, Daniel Dajun Zeng

ECCV 2018 DeepKSPD: Learning Kernel-Matrix-Based SPD Representation for Fine-Grained Image Recognition Melih Engin, Lei Wang, Luping Zhou, Xinwang Liu

IJCAI 2018 Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyi Fang, Xiaoqing Gong, Zheng Wang

AAAI 2018 MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen

AAAI 2017 Multiple Kernel K-Means with Incomplete Kernels Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu

CVPR 2017 Revisiting Metric Learning for SPD Matrix Based Visual Representation Luping Zhou, Lei Wang, Jianjia Zhang, Yinghuan Shi, Yang Gao

ICLR 2017 Training Triplet Networks with GAN Maciej Zieba, Lei Wang

IJCAI 2016 Multiple Kernel Clustering with Local Kernel Alignment Maximization Miaomiao Li, Xinwang Liu, Lei Wang, Yong Dou, Jianping Yin, En Zhu

AAAI 2016 Multiple Kernel K-Means Clustering with Matrix-Induced Regularization Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu

CVPRW 2015 A Semi-Supervised Approach for Ice-Water Classification Using Dual-Polarization SAR Satellite Imagery Fan Li, David A. Clausi, Lei Wang, Linlin Xu

AAAI 2015 Absent Multiple Kernel Learning Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang

NeurIPS 2015 Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu

ICCV 2015 Beyond Covariance: Feature Representation with Nonlinear Kernel Matrices Lei Wang, Jianjia Zhang, Luping Zhou, Chang Tang, Wanqing Li

CVPRW 2015 Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi

CVPR 2014 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification Luping Zhou, Lei Wang, Philip Ogunbona

NeurIPS 2014 Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang

ECCV 2014 Progressive Mode-Seeking on Graphs for Sparse Feature Matching Chao Wang, Lei Wang, Lingqiao Liu

AAAI 2014 Sample-Adaptive Multiple Kernel Learning Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin

CVPR 2013 A Fast Approximate AIB Algorithm for Distributional Word Clustering Lei Wang, Jianjia Zhang, Luping Zhou, Wanqing Li

ICCV 2013 A Scalable Unsupervised Feature Merging Approach to Efficient Dimensionality Reduction of High-Dimensional Visual Data Lingqiao Liu, Lei Wang

CVPR 2013 Discriminative Brain Effective Connectivity Analysis for Alzheimer's Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen

ICCV 2013 Improving Graph Matching via Density Maximization Chao Wang, Lei Wang, Lingqiao Liu

COLT 2012 Learning Valuation Functions Maria Florina Balcan, Florin Constantin, Satoru Iwata, Lei Wang

JMLR 2012 Positive Semidefinite Metric Learning Using Boosting-like Algorithms Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel

CVPR 2012 What Has My Classifier Learned? Visualizing the Classification Rules of Bag-of-Feature Model by Support Region Detection Lingqiao Liu, Lei Wang

CVPR 2011 A Generalized Probabilistic Framework for Compact Codebook Creation Lingqiao Liu, Lei Wang, Chunhua Shen

CVPR 2011 A Scalable Dual Approach to Semidefinite Metric Learning Chunhua Shen, Junae Kim, Lei Wang

ICCV 2011 Exploring Regularized Feature Selection for Person Specific Face Verification Yixiong Liang, Shenghui Liao, Lei Wang, Beiji Zou

ICCV 2011 In Defense of Soft-Assignment Coding Lingqiao Liu, Lei Wang, Xinwang Liu

AAAI 2010 Efficient Spectral Feature Selection with Minimum Redundancy Zheng Zhao, Lei Wang, Huan Liu

ECCV 2010 Fast Multi-Labelling for Stereo Matching Yuhang Zhang, Richard I. Hartley, Lei Wang

NeurIPS 2009 Positive Semidefinite Metric Learning with Boosting Chunhua Shen, Junae Kim, Lei Wang, Anton Hengel

ECCV 2008 A Fast Algorithm for Creating a Compact and Discriminative Visual Codebook Lei Wang, Luping Zhou, Chunhua Shen

NeurIPS 2008 PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning Chunhua Shen, Alan Welsh, Lei Wang

CVPR 2007 Toward a Discriminative Codebook: Codeword Selection Across Multi-Resolution Lei Wang

CVPR 2005 A Framework of 2D Fisher Discriminant Analysis: Application to Face Recognition with Small Number of Training Samples Hui Kong, Lei Wang, Eam Khwang Teoh, Jian-Gang Wang, Ronda Venkateswarlu

ICCV 2005 Retrieval with Knowledge-Driven Kernel Design: An Approach to Improving SVM-Based CBIR with Relevance Feedback Lei Wang, Yan Gao, Kap Luk Chan, Ping Xue, Wei-Yun Yau

CVPR 2003 Bootstrapping SVM Active Learning by Incorporating Unlabelled Images for Image Retrieval Lei Wang, Kap Luk Chan, Zhihua Zhang