Publications

2023

Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning
Shuo He, Guowu Yang, Lei Feng
Proceedings of the International Conference on Computer Vision (ICCV)
[PDF] [Code]

Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples
Shuo He, Lei Feng, Guowu Yang
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
[PDF] [Code]

RGSE: Robust Graph Structure Embedding for Anomalous Link Detection
Zhen Liu, Wenbo Zuo, Dongning Zhang, Xiaodong Feng
IEEE Transactions on Big Data
[PDF] [Code]

Learning Motion Refinement for Unsupervised Face Animation
Jiale Tao, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan
Conference on Neural Information Processing Systems(NeurIPS)
[PDF] [Code]

Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs
Chengyin Hu, Yilong Wang, Kalibinuer Tiliwalidi, Wen Li
Asian Conference on Machine Learning

Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted Attacks
Anqi Zhao, Tong Chu, Yahao Liu, Wen Li, Jingjing Li, Lixin Duan
IEEE International Conference on Computer Vision and Pattern Recognition(CVPR)
[WoS]

Harmonious Teacher for Cross-domain Object Detection
Jinhong Deng, Dongli Xu, Wen Li, Lixin Duan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[PDF] [Supplementary] [Code]

Learning continuous piecewise non-linear activation functions for deep neural networks
Xinchen Gao, Yawei Li, Wen Li, Lixin Duan, Luc Van Gool, Luca Benini, Michele Magno
IEEE International Conference on Multimedia and Expo(ICME)

Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment
Jinhong Deng, Xiaoyue Zhang,Wen Li, Lixin Duan, Dong Xu
IEEE Transaction on Multimedia (TMM)
[PDF]

Noisy Label Learning with Provable Consistency for a Wider Family of Losses
Defu Liu, Wen Li, Lixin Duan, Tsang Ivor W., Guowu Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI)

Adversarial Catoptric Light: An Effective, Stealthy and Robust Physical-World Attack to DNNs
Chengyin Hu, Weiwen Shi, Ling Tian, Wen Li
IET Computer Vision

Unsupervised Domain Adaptation for Optical Flow Estimation
Jianpeng Ding, Jinhong Deng, Yanru Zhang, Shaohua Wan, and Lixin Duan
Chinese Conference on Pattern Recognition and Computer Vision(PRCV)

Generalized Affine Equivalence Checking of Boolean Functions via Reachability Analysis
Xiao Zeng, Huijun Liang, Jun Yuan, Xiaoyu Song, Guowu Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits And System（TCAD）

Learning cross-domain semantic-visual relationships for transductive zero-shot learning
Fengmao Lv, Jianyang Zhang, Guowu Yang, Lei Feng, Yufeng Yu, Lixin Duan
Pattern Recognition
[PDF] [Code]

Semantic Consistent Embedding for Domain Adaptive Zero-Shot Learning
Jianyang Zhang, Guowu Yang, Ping Hu, Guosheng Lin, Fengmao Lv
IEEE Transactions on Image Processing
[PDF] [Code]

2022

Partial-label Learning with Semantic Label Representations
Shuo He, Lei Feng, Fengmao Lv, Wen Li, Guowu Yang.
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
[PDF] [Code]

Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis
Jianyang Zhang, Tao Liang, Mingyang Wan, Guowu Yang, Fengmao Lv
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
[PDF]

Motion and Appearance Adaptation for Cross-Domain Motion Transfer
Borun Xu, Biao Wang, Jinhong Deng, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan
European Conference on Computer Vision(ECCV)

Motion Transformer for Unsupervised Image Animation
Jiale Tao, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan
European Conference on Computer Vision(ECCV)
[PDF] [Code]

Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations
Yan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li, Jie Shao
IEEE International Conferenceon Data Engineering (ICDE)

Semantic-Aware Domain Generalized Segmentation
Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)

Revisiting Random Channel Pruning for Neural Network Compression
Yawei Li, Kamil Adamczewski, Wen Li, Shuhang Gu, Radu Timofte, Luc Van Gool
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)

FeatureRe-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation
Jing Li, Kang Zhou, Shenhan Qian, Wen Li, Lixin Duan, Shenghua Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI)

Multi-category Classification with Label Noise by Robust Binary Loss
Defu Liu, Jiayi Zhao, Jinzhao Wu, Guowu Yang, Fengmao Lv
NEUROCOMPUTING

Detecting Affine Equivalence of Boolean Functions and Circuit Transformation
Xiao Zeng, Guowu Yang, Xiaoyu Song, Marek A. Perkowski and Gang Chen
The Computer Journal

A Convergence Path to Deep Learning on Noisy Labels
Defu Liu, Ivor W. Tsang, Guowu Yang
IEEE Transactions on Neural Networks and Learning Systems(TNNLS)

Reproducibility of deep learning based scleral spur localisation and anterior chamber angle measurements from anterior segment optical coherence tomography images
Liu Peng, Higashita Risa, Guo PY, Okamoto K, Li F, Nguyen A, Sakata R, Duan LX, Aihara M, Lin S, Zhang XL, Leung CKS, Liu J
British Journal of Ophthalmology
[PDF]

Deep Cross-Attention Network for Crowdfunding Success Prediction
Z Tang, Yi Yang, Wen Li, Defu Lian, Lixin Duan
IEEE Transactions on Multimedia

Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation
Yahao Liu, W Li, Jinhong Deng, Jiale Tao, Tong Chu, Lixin Duan
IEEE International Conference on Computer Vision and Pattern Recognition
[PDF] [Code]

Leaning Pixel-Level Distinctions for Video Highlight Detection
Fanyue Wei, Biao Wang, TZ Ge, YN Jiang, Wen Li, Lixin Duan
IEEE International Conference on Computer Vision and Pattern Recognition

Structure-Aware Motion Transfer with Deformable Anchor Model
Jiale Tao, Biao Wang, Borun Xu, TZ Ge, YN Jiang, Wen Li, Lixin Duan
IEEE International Conference on Computer Vision and Pattern Recognition
[PDF][Supplementary][Code]

Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection
Dongli Xu, Jinhong Deng, Wen Li
Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection

2021

Bapa-net: Boundary adaptation and prototype alignment for cross-domain semantic segmentation Yahao Liu, Jinhong Deng, Xinchen Gao, Wen Li, Lixin Duan
Proceedings of the IEEE/CVF international conference on computer vision(ICCV)
[PDF]

Analogical Image Translation for Fog Generation
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Goo
AAAI Conference on Artificial Intelligence

Scale-aware Domain Adaptive Faster R-CNN
Yuhua Chen, Haoran Wang, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool
International Journal on Computer Vision

Unbiased Mean Teacher for Cross-Domain Object Detection
Jinhong Deng, Wen Li, Yuhua Chen, Lixin Duan
IEEE International Conference on Computer Vision and Pattern Recognition
[PDF] [Code]

STST: Spatial-Temporal Specialized Transformer for Skeleton-based Action Recognition
Yuhan Zhang, Bo Wu, Chuang Gan, Wen Li, Lixin Duan
ACM International Conference on Multimedia

Counterfactual Debiasing Inference for Compositional Action Recognition
Sun Pengzhan, Wu Bo, Li Xunsong, Li Wen, Duan Lixin, Gan Chuang
ACM International Conference on Multimedia

Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation
Tong Chu, Yahao Liu, Jinhong Deng, Lixin Duan, Wen Li
Association for the Advancement of Artificial Intelligence

DLOW: Domain Flow and Applications
Gong Rui, Li Wen, Chen Yuhua, Dai Dengxin, Van Gool Luc
International Journal of Computer Vision

Move as You Like: Image Animation in E-Commerce Scenario
Borun Xu, Biao Wang, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan
ACM International Conference on Multimedia

Multi-Scale Enhanced Active Learning for Skeleton-Based Action Recognition
Yuhan Zhang, Zhiyu Zhao, Wen Li, Lixin Duan
IEEE International Conference on Multimedia and Expo

Open Set Domain Adaptation With Soft Unknown-Class Rejection
Xu Yiming, Chen Lin, Duan Lixin, Tsang IW, Luo JB
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences
F Lv, X Chen, Y Huang,L Duan,G Lin
IEEE International Conference on Computer Vision and Pattern Recognition

Sequential Instance Refinement for Cross-Domain Object Detection in Images
Chen Jin, Wu Xinxiao, Duan Lixin, Chen Lin
IEEE TRANSACTIONS ON IMAGE PROCESSING

VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation
Tian Jiayi, Zhang Jing, Li Wen, Xu Dong
IEEE Transactions on Circuits and Systems for Video Technology

2020

Quantization-based hashing with optimal bits for efficient recommendation
Y Zhang, D Liu, G Yang, L Hu
Multimedia Tools and Applications

Tensorized Multi-view Subspace Representation Learning
C Zhang, H Fu, J Wang, W Li, X Cao, Q Hu
International Journal of Computer Vision

Deeply Aligned Adaptation for Cross-domain Object Detection
M Fu, Z Xie, W Li, L Duan
arXiv preprint arXiv:2004.02093

Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning
J Zhang, F Lv, G Yang, L Feng, Y Yu, L Duan
arXiv preprint arXiv:2003.14105

Relative Position and Map Networks in Few-Shot Learning for Image Classification
Z Xue, Z Xie, Z Xing, L Duan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops

An experimental study on breast lesion detection and classification from ultrasound images using deep learning architectures
Z Cao, L Duan, G Yang, T Yue, Q Chen
BMC medical imaging

2019

Self-paced collaborative and adversarial network for unsupervised domain adaptation
W Zhang, D Xu, W Ouyang, W Li
IEEE Transactions on Pattern Analysis and Machine Intelligence

Semi-supervised learning by augmented distribution alignment
Q Wang, W Li, LV Gool
Proceedings of the IEEE International Conference on Computer Vision

Learning semantic segmentation from synthetic data: A geometrically guided input-output adaptation approach
Y Chen, W Li, X Chen, LV Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Dlow: Domain flow for adaptation and generalization
R Gong, W Li, Y Chen, LV Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Sliced wasserstein generative models
J Wu, Z Huang, D Acharya, W Li, J Thoma, DP Paudel, LV Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation
Y Xu, L Chen, Z Cheng, L Duan, J Luo
arXiv preprint arXiv:1911.04058

Video anomaly detection with sparse coding inspired deep neural networks
W Luo, W Liu, D Lian, J Tang, L Duan, X Peng, S Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence

Collaborative Generated Hashing for Market Analysis and Fast Cold-start Recommendation
Y Zhang, IW Tsang, L Duan, G Yang

Reconstruction regularized deep metric learning for multi-label image classification
C Li, C Liu, L Duan, P Gao, K Zheng
IEEE transactions on neural networks and learning systems

Learning transferable self-attentive representations for action recognition in untrimmed videos with weak supervision
XY Zhang, H Shi, C Li, K Zheng, X Zhu, L Duan
Proceedings of the AAAI Conference on Artificial Intelligence

Adversarial Multimodal Network for Movie Question Answering
Z Yuan, S Sun, L Duan, X Wu, C Xu
arXiv preprint arXiv:1906.09844

Deep learning enables extraction of capillary-level angiograms from single OCT volume
J Yang, P Liu, L Duan, Y Hu, J Liu
arXiv preprint arXiv:1906.07091

Fovea-Attentive Residual Network for Extracting 3D Angiograms from Single Volumetric OCT Scan
P Liu, J Yang, L Duan, Y Hu, J Liu
arXiv preprint arXiv:1906.07091

Exploiting images for video recognition: Heterogeneous feature augmentation via symmetric adversarial learning
F Yu, X Wu, J Chen, L Duan
IEEE Transactions on Image Processing

TarGAN: Generating target data with class labels for unsupervised domain adaptation
F Lv, J Zhu, G Yang, L Duan
Knowledge-Based Systems

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation
J Chen, X Wu, L Duan, S Gao
arXiv preprint arXiv:1905.04094

Known-class Aware Self-ensemble for Open Set Domain Adaptation
Q Lian, W Li, L Chen, L Duan
arXiv preprint arXiv:1905.01068

Jointrcnn: A region-based convolutional neural network for optic disc and cup segmentation
Y Jiang, L Duan, J Cheng, Z Gu, H Xia, H Fu, C Li, J Liu
IEEE Transactions on Biomedical Engineering

Minimax entropy network: Learning category-invariant features for domain adaptation
C Tao, F Lv, L Duan, M Wu
arXiv preprint arXiv:1904.09601

Constructing self-motivated pyramid curriculums for cross-domain semantic segmentation: A non-adversarial approach
Q Lian, F Lv, L Duan, B Gong
Proceedings of the IEEE International Conference on Computer Vision

2018

Discrete Ranking-based Matrix Factorization with Self-Paced Learning
Yan Zhang, Haoyu Wang, Defu Lian, Ivor W. Tsang, Hongzhi Yin, and Guowu Yang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Discrete Deep Learning for Fast Content-Aware Recommendation
Yan Zhang, Hongzhi Yin, Zi Huang, Xingzhong Du, Guowu Yang, and Defu Lian
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining

Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation
Y Yan, W Li, H Wu, H Min, M Tan, Q Wu
IJCAI

Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning
D Dai, W Li, T Kroeger, L Van Gool
arXiv preprint arXiv:1804.02201

Unsupervised domain adaptation for face anti-spoofing
H Li, W Li, H Cao, S Wang, F Huang, AC Kot
IEEE Transactions on Information Forensics and Security

Dividing and aggregating network for multi-view action recognition
D Wang, W Ouyang, W Li, D Xu
Proceedings of the European Conference on Computer Vision (ECCV)

Collaborative and adversarial network for unsupervised domain adaptation
W Zhang, W Ouyang, W Li, D Xu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Domain adaptive faster r-cnn for object detection in the wild
Y Chen, W Li, C Sakaridis, D Dai, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Appearance-and-relation networks for video classification
L Wang, W Li, W Li, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Road: Reality oriented adaptation for semantic segmentation of urban scenes
Y Chen, W Li, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Large-Scale Left and Right Eye Classification in Retinal Images
P Liu, Z Gu, F Liu, Y Jiang, S Jiang, H Mao, J Cheng, L Duan, J Liu
Computational Pathology and Ophthalmic Medical Image Analysis

Multiview multitask gaze estimation with deep convolutional neural networks
D Lian, L Hu, W Luo, Y Xu, L Duan, J Yu, S Gao
IEEE transactions on neural networks and learning systems

Optic disc and cup segmentation with blood vessel removal from fundus images for glaucoma detection
Y Jiang, H Xia, Y Xu, J Cheng, H Fu, L Duan, Z Meng, J Liu
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks
F Yu, X Wu, Y Sun, L Duan
International Joint Conference on Artificial Intelligence

Ocular disease detection from multiple informatics domains
Y Xu, L Duan, H Fu, Z Zhang, W Zhao, T You, TY Wong, J Liu
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Domain adaptive semantic segmentation through structure enhancement
F Lv, Q Lian, G Yang, G Lin, S Jialin Pan, L Duan
Proceedings of the European Conference on Computer Vision (ECCV)

2017

Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback
Y Zhang, D Lian, G Yang
AAAI

Dot-product based preference preserved hashing for fast collaborative filtering
Y Zhang, G Yang, L Hu, H Wen, J Wu
IEEE International Conference on Communications (ICC)

An efficient NPN Boolean matching algorithm based on structural signature and Shannon expansion
Z Juling, G Yang, W NN Hung, Y Zhang, J Wu
Cluster Computing

Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation
Y Yan, W Li, MKP Ng, M Tan, H Wu, H Min, Q Wu
IJCAI

Webvision database: Visual learning and understanding from web data
W Li, L Wang, W Li, E Agustsson, L Van Gool
arXiv preprint arXiv:1708.02862

Visual recognition in RGB images and videos by learning from RGB-D data
W Li, L Chen, D Xu, L Van Gool
IEEE transactions on pattern analysis and machine intelligence

WebVision challenge: visual learning and understanding with web data
Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Jesse Berent, Abhinav Gupta, Rahul Sukthankar, Luc Van Gool
arXiv preprint arXiv:1705.05640

Domain generalization and adaptation using low rank exemplar SVMs
W Li, Z Xu, D Xu, D Dai, L Van Gool
IEEE transactions on pattern analysis and machine intelligence

Deep domain adaptation by geodesic distance minimization
Y Wang, W Li, D Dai, L Van Gool
Proceedings of the IEEE International Conference on Computer Vision Workshops

Breast tumor detection in ultrasound images using deep learning
Z Cao, L Duan, G Yang, T Yue, Q Chen, H Fu, Y Xu
International Workshop on Patch-based Techniques in Medical Imaging

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels
R Srivastava, L Duan, DWK Wong, J Liu, TY Wong
Computer methods and programs in biomedicine

2016

Computing affine equivalence classes of Boolean functions by group isomorphism
Y Zhang, G Yang, W NN Hung, J Zhang
IEEE Transactions on Computers

Constraint Free Preference Preserving Hashing for Fast Recommendation
Y Zhang, G Yang, D Lian, H Wen, J Wu
In Global Communications Conference (GLOBECOM)

An exemplar-based multi-view domain generalization framework for visual recognition
L Niu, W Li, D Xu, J Cai
IEEE transactions on neural networks and learning systems

Deep reconstruction-classification networks for unsupervised domain adaptation
M Ghifary, WB Kleijn, M Zhang, D Balduzzi, W Li
European Conference on Computer Vision

Image classification by cross-media active learning with privileged information
Y Yan, F Nie, W Li, C Gao, Y Yang, D Xu
IEEE Transactions on Multimedia

Visual recognition by learning from web data via weakly supervised domain generalization
L Niu, W Li, D Xu, J Cai
IEEE transactions on neural networks and learning systems

Exploiting privileged information from web data for action and event recognition
L Niu, W Li, D Xu
International Journal of Computer Vision 118

Fast algorithms for linear and kernel svm+
W Li, D Dai, M Tan, D Xu, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Recurrent image captioner: Describing images with spatial-invariant transformation and attention filtering
H Liu, Y Yang, F Shen, L Duan, HT Shen
arXiv preprint arXiv:1612.04949

Axial alignment for anterior segment swept source optical coherence tomography via robust low-rank tensor recovery
Y Xu, L Duan, H Fu, X Zhang, DWK Wong, B Mani, T Aung, J Liu
International Conference on Medical Image Computing and Computer-Assisted Intervention

Semantic reconstruction-based nuclear cataract grading from slit-lamp lens images
Y Xu, L Duan, DWK Wong, TY Wong, J Liu
International Conference on Medical Image Computing and Computer-Assisted Intervention

Webly-supervised video recognition by mutually voting for relevant web images and web video frames
C Gan, C Sun, L Duan, B Gong
European Conference on Computer Vision

Action and event recognition in videos by learning from heterogeneous web sources
L Niu, X Xu, L Chen, L Duan, D Xu
IEEE transactions on neural networks and learning systems

2015

Co-labeling for multi-view weakly labeled learning
X Xu, W Li, D Xu, IW Tsang
IEEE transactions on pattern analysis and machine intelligence

FaLRR: A Fast Low Rank Representation Solver
S Xiao, W Li, D Xu, D Tao
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Distance metric learning using privileged information for face verification and person re-identification
X Xu, W Li, D Xu
IEEE transactions on neural networks and learning systems

Multi-view domain generalization for visual recognition
L Niu, W Li, D Xu
Proceedings of the IEEE international conference on computer vision

Visual recognition by learning from web data: A weakly supervised domain generalization approach
L Niu, W Li, D Xu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Red lesion detection in retinal fundus images using Frangi-based filters
R Srivastava, DWK Wong, L Duan, J Liu, TY Wong
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

DEFEATnet—A deep conventional image representation for image classification
S Gao, L Duan, IW Tsang
IEEE Transactions on Circuits and Systems for Video Technology

Glaucoma detection by learning from multiple informatics domains
Y Xu, L Duan, DWK Wong, TY Wong, J Liu
University of Iowa

2014

Exploiting low-rank structure from latent domains for domain generalization
Z Xu, W Li, L Niu, D Xu
European Conference on Computer Vision

Exploiting privileged information from web data for image categorization
W Li, L Niu, D Xu
European Conference on Computer Vision

Flowing on Riemannian manifold: Domain adaptation by shifting covariance
Z Cui, W Li, D Xu, S Shan, X Chen, X Li
IEEE transactions on cybernetics

Recognizing RGB images by learning from RGB-D data
L Chen, W Li, D Xu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

A survey on computer aided diagnosis for ocular diseases
Zhuo Zhang, Ruchir Srivastava, Huiying Liu, Xiangyu Chen, Lixin Duan, Damon Wing Kee Wong, Chee Keong Kwoh, Tien Yin Wong, Jiang Liu
BMC medical informatics and decision making

Multiple ocular diseases classification with graph regularized probabilistic multi-label learning
X Chen, Y Xu, L Duan, S Yan, Z Zhang, DWK Wong, J Liu
Asian Conference on Computer Vision

Speckle reduction in optical coherence tomography by image registration and matrix completion
J Cheng, L Duan, DWK Wong, D Tao, M Akiba, J Liu
International Conference on Medical Image Computing and Computer-Assisted Intervention

Optic cup segmentation for glaucoma detection using low-rank superpixel representation
Y Xu, L Duan, S Lin, X Chen, DWK Wong, TY Wong, J Liu
International Conference on Medical Image Computing and Computer-Assisted Intervention

Incorporating privileged genetic information for fundus image based glaucoma detection
L Duan, Y Xu, W Li, L Chen, DWK Wong, TY Wong, J Liu
International Conference on Medical Image Computing and Computer-Assisted Intervention

Local patch reconstruction framework for optic cup localization in glaucoma detection
Yanwu Xu, Ying Quan, Yi Huang, Ngan Meng Tan, Ruoying Li, Lixin Duan, Lin Chen, Huiying Liu, Xiangyu Chen, Damon Wing Kee Wong, Mani Baskaran, Shamira Perera, Tin Aung, Tien Yin Wong, Jiang Liu
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection
J Cheng, L Duan, DWK Wong, M Akiba, J Liu
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Multiple ocular diseases detection by graph regularized multi-label learning
X Chen, Y Xu, L Duan, Z Zhang, DWK Wong, J Liu
University of Iowa

Hybrid constraint SVR for facial age estimation
J Liu, Y Ma, L Duan, F Wang, Y Liu
Signal Processing

2013

Pose-robust representation for face verification in unconstrained videos
HAB Nguyen, W Li
2013 20th IEEE International Conference on Image Processing (ICIP)

Learning prototype hyperplanes for face verification in the wild
M Kan, D Xu, S Shan, W Li, X Chen
IEEE transactions on image processing

Semantically-based human scanpath estimation with hmms
H Liu, D Xu, Q Huang, W Li, M Xu, S Lin
Proceedings of the IEEE International Conference on Computer Vision

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild
Z Cui, W Li, D Xu, S Shan, X Chen
CVPR

Learning with augmented features for supervised and semi-supervised heterogeneous domain adaptation
W Li, L Duan, D Xu, IW Tsang
IEEE transactions on pattern analysis and machine intelligence

Action recognition using multilevel features and latent structural SVM
X Wu, D Xu, L Duan, J Luo, Y Jia
IEEE transactions on Circuits and Systems for Video Technology

Event recognition in videos by learning from heterogeneous web sources
L Chen, L Duan, D Xu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

2012

Co-labeling: A new multi-view learning approach for ambiguous problems
W Li, L Duan, IWH Tsang, D Xu
2012 IEEE 12th International Conference on Data Mining

Efficient discriminative learning of class hierarchy for many class prediction
L Chen, L Duan, IW Tsang, D Xu
Asian Conference on Computer Vision

Learning with augmented features for heterogeneous domain adaptation
L Duan, D Xu, I Tsang
arXiv preprint arXiv:1206.4660

Batch mode adaptive multiple instance learning for computer vision tasks
W Li, L Duan, IWH Tsang, D Xu
2012 IEEE Conference on Computer Vision and Pattern Recognition

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach
L Duan, D Xu, SF Chang
2012 IEEE Conference on Computer Vision and Pattern Recognition

Domain adaptation from multiple sources: A domain-dependent regularization approach
L Duan, D Xu, IWH Tsang
IEEE Transactions on neural networks and learning systems

Domain transfer multiple kernel learning
L Duan, IW Tsang, D Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence

2011

Text-based image retrieval using progressive multi-instance learning
W Li, L Duan, D Xu, IWH Tsang
2011 International Conference on Computer Vision

Improving web image search by bag-based reranking
L Duan, W Li, IWH Tsang, D Xu
IEEE Transactions on Image Processing

Visual event recognition in videos by learning from web data
L Duan, D Xu, IWH Tsang, J Luo
IEEE Transactions on Pattern Analysis and Machine Intelligence

Text-based image retrieval using progressive multi-instance learning
W Li, L Duan, D Xu, IWH Tsang
2011 International Conference on Computer Vision

Action recognition using context and appearance distribution features
X Wu, D Xu, L Duan, J Luo
CVPR

Improving web image search by bag-based reranking
L Duan, W Li, IWH Tsang, D Xu
IEEE Transactions on Image Processing

2010

Near duplicate identification with spatially aligned pyramid matching
D Xu, TJ Cham, S Yan, L Duan, SF Chang
IEEE Transactions on Circuits and Systems for Video Technology

2009

Efficient edge matching using improved hierarchical chamfer matching
Q Zhang, P Xu, W Li, Z Wu, M Zhou
2009 IEEE International Symposium on Circuits and Systems

Towards Intelligent Interaction in Classroom
P Xu, G Han, W Li, Z Wu, M Zhou
Universal Access in Human-Computer Interaction. Applications and Services

Supplementary Material for Semi-Supervised Learning by Augmented Distribution Alignment
Q Wang, W Li, L Van Gool

Domain transfer svm for video concept detection
L Duan, IW Tsang, D Xu, SJ Maybank
2009 IEEE Conference on Computer Vision and Pattern Recognition

Domain adaptation from multiple sources via auxiliary classifiers
L Duan, IW Tsang, D Xu, TS Chua
Proceedings of the 26th Annual International Conference on Machine Learning