Learning and inferring a semantic space from user's relevance feedback for image retrieval. - Xiaofei He 001; Wei-Ying Ma; Oliver King; Mingjing Li; HongJiang Zhang (ACM Multimedia, 2002)

Learning a Locality Preserving Subspace for Visual Recognition. - Xiaofei He 001; Shuicheng Yan; Yuxiao Hu 001; HongJiang Zhang (ICCV, 2003)

Imagerank: spectral techniques for structural analysis of image database. - Xiaofei He 001; Wei-Ying Ma; Hong-Jiang Zhang (ICME, 2003)

Knowing a tree from the forest: art image retrieval using a society of profiles. - Kai Yu 001; Wei-Ying Ma; Volker Tresp; Zhao Xu 001; Xiaofei He 001; HongJiang Zhang; Hans-Peter Kriegel (ACM Multimedia, 2003)

Locality Preserving Projections. - Xiaofei He 001; Partha Niyogi (NIPS, 2003)

Learning a semantic space from user's relevance feedback for image retrieval. - Xiaofei He 001; Oliver King; Wei-Ying Ma; Mingjing Li; HongJiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2003)

Image Retrieval Using Dimensionality Reduction. - Ke Lu 001; Xiaofei He 001; Jiazhi Zeng (CIS, 2004)

Organizing WWW images based on the analysis of page layout and Web link structure. - Deng Cai 001; Xiaofei He 001; Wei-Ying Ma; Ji-Rong Wen; HongJiang Zhang (ICME, 2004)

Hierarchical clustering of WWW image search results using visual, textual and link information. - Deng Cai 001; Xiaofei He 001; Zhiwei Li 006; Wei-Ying Ma; Ji-Rong Wen (ACM Multimedia, 2004)

Incremental semi-supervised subspace learning for image retrieval. - Xiaofei He 001 (ACM Multimedia, 2004)

Learning an image manifold for retrieval. - Xiaofei He 001; Wei-Ying Ma; HongJiang Zhang (ACM Multimedia, 2004)

Locality preserving clustering for image database. - Xin Zheng; Deng Cai 001; Xiaofei He 001; Wei-Ying Ma; Xueyin Lin (ACM Multimedia, 2004)

Block-level link analysis. - Deng Cai 001; Xiaofei He 001; Ji-Rong Wen; Wei-Ying Ma (SIGIR, 2004)

Locality preserving indexing for document representation. - Xiaofei He 001; Deng Cai 001; Haifeng Liu 001; Wei-Ying Ma (SIGIR, 2004)

Locality pursuit embedding. - Wanli Min; Ke Lu 001; Xiaofei He 001 (Pattern Recognit., 2004)

Bayesian shape localization for face recognition using global and local textures. - Shuicheng Yan; Xiaofei He 001; Yuxiao Hu 001; HongJiang Zhang; Mingjing Li; QianSheng Cheng (IEEE Trans. Circuits Syst. Video Technol., 2004)

Neighborhood Preserving Embedding. - Xiaofei He 001; Deng Cai 001; Shuicheng Yan; HongJiang Zhang (ICCV, 2005)

Statistical and computational analysis of locality preserving projection. - Xiaofei He 001; Deng Cai 001; Wanli Min (ICML, 2005)

Mining hidden community in heterogeneous social networks. - Deng Cai 001; Zheng Shao; Xiaofei He 001; Xifeng Yan; Jiawei Han 001 (LinkKDD, 2005)

Image clustering with tensor representation. - Xiaofei He 001; Deng Cai 001; Haifeng Liu 001; Jiawei Han 001 (ACM Multimedia, 2005)

Laplacian Score for Feature Selection. - Xiaofei He 001; Deng Cai 001; Partha Niyogi (NIPS, 2005)

Tensor Subspace Analysis. - Xiaofei He 001; Deng Cai 001; Partha Niyogi (NIPS, 2005)

Community Mining from Multi-relational Networks. - Deng Cai 001; Zheng Shao; Xiaofei He 001; Xifeng Yan; Jiawei Han 001 (PKDD, 2005)

Orthogonal locality preserving indexing. - Deng Cai 001; Xiaofei He 001 (SIGIR, 2005)

Face Recognition Using Laplacianfaces. - Xiaofei He 001; Shuicheng Yan; Yuxiao Hu 001; Partha Niyogi; HongJiang Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Image retrieval based on incremental subspace learning. - Ke Lu 001; Xiaofei He 001 (Pattern Recognit., 2005)

Document Clustering Using Locality Preserving Indexing. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2005)

Semi-supervised Support Vector Learning for Face Recognition. - Ke Lu 001; Xiaofei He 001; Jidong Zhao (ISNN (2), 2006)

Tensor space model for document analysis. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (SIGIR, 2006)

Orthogonal Laplacianfaces for Face Recognition. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001; HongJiang Zhang (IEEE Trans. Image Process., 2006)

Isometric Projection. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (AAAI, 2007)

Regularized locality preserving indexing via spectral regression. - Deng Cai 001; Xiaofei He 001; Wei Vivian Zhang; Jiawei Han 001 (CIKM, 2007)

Learning a Spatially Smooth Subspace for Face Recognition. - Deng Cai 001; Xiaofei He 001; Yuxiao Hu 001; Jiawei Han 001; Thomas S. Huang (CVPR, 2007)

Spectral Regression for Efficient Regularized Subspace Learning. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ICCV, 2007)

Semi-supervised Discriminant Analysis. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ICCV, 2007)

Spectral Regression: A Unified Approach for Sparse Subspace Learning. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ICDM, 2007)

Efficient Kernel Discriminant Analysis via Spectral Regression. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ICDM, 2007)

Locality Sensitive Discriminant Analysis. - Deng Cai 001; Xiaofei He 001; Kun Zhou 001; Jiawei Han 001; Hujun Bao (IJCAI, 2007)

Regularized regression on image manifold for retrieval. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (Multimedia Information Retrieval, 2007)

Spectral regression: a unified subspace learning framework for content-based image retrieval. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ACM Multimedia, 2007)

Laplacian optimal design for image retrieval. - Xiaofei He 001; Wanli Min; Deng Cai 001; Kun Zhou 001 (SIGIR, 2007)

Query rewriting using active learning for sponsored search. - Wei Vivian Zhang; Xiaofei He 001; Benjamin Rey; Rosie Jones (SIGIR, 2007)

Clustering and searching WWW images using link and page layout analysis. - Xiaofei He 001; Deng Cai 001; Ji-Rong Wen; Wei-Ying Ma; Hong-Jiang Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2007)

Sparse Projections over Graph. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (AAAI, 2008)

Training Linear Discriminant Analysis in Linear Time. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (ICDE, 2008)

Non-negative Matrix Factorization on Manifold. - Deng Cai 001; Xiaofei He 001; Xiaoyun Wu; Jiawei Han 001 (ICDM, 2008)

Locality sensitive semi-supervised feature selection. - Jidong Zhao; Ke Lu 001; Xiaofei He 001 (Neurocomputing, 2008)

Regularized query classification using search click information. - Xiaofei He 001; Pradhuman Jhala (Pattern Recognit., 2008)

SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2008)

Learning a Maximum Margin Subspace for Image Retrieval. - Xiaofei He 001; Deng Cai 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2008)

A unified active and semi-supervised learning framework for image compression. - Xiaofei He 001; Ming Ji; Hujun Bao (CVPR, 2009)

Active subspace learning. - Xiaofei He 001; Deng Cai 001 (ICCV, 2009)

Probabilistic dyadic data analysis with local and global consistency. - Deng Cai 001; Xuanhui Wang; Xiaofei He 001 (ICML, 2009)

Locality Preserving Nonnegative Matrix Factorization. - Deng Cai 001; Xiaofei He 001; Xuanhui Wang; Hujun Bao; Jiawei Han 001 (IJCAI, 2009)

Graph Embedding with Constraints. - Xiaofei He 001; Ming Ji; Hujun Bao (IJCAI, 2009)

Semi-supervised topic modeling for image annotation. - Yuanlong Shao; Yuan Zhou; Xiaofei He 001; Deng Cai 001; Hujun Bao (ACM Multimedia, 2009)

Convex experimental design using manifold structure for image retrieval. - Lijun Zhang 005; Chun Chen 001; Wei Chen 005; Jiajun Bu; Deng Cai 001; Xiaofei He 001 (ACM Multimedia, 2009)

Probabilistic question recommendation for question answering communities. - Mingcheng Qu; Guang Qiu; Xiaofei He 001; Cheng Zhang; Hao Wu; Jiajun Bu; Chun Chen 001 (WWW, 2009)

News article extraction with template-independent wrapper. - Junfeng Wang; Xiaofei He 001; Can Wang 001; Jian Pei 001; Jiajun Bu; Chun Chen 001; Ziyu Guan; Gang Lu (WWW, 2009)

Advertising keyword generation using active learning. - Hao Wu; Guang Qiu; Xiaofei He 001; Yuan Shi; Mingcheng Qu; Jing Shen; Jiajun Bu; Chun Chen 001 (WWW, 2009)

Tag-oriented document summarization. - Junyan Zhu; Can Wang 001; Xiaofei He 001; Jiajun Bu; Chun Chen 001; Shujie Shang; Mingcheng Qu; Gang Lu (WWW, 2009)

Image retrieval using nonlinear manifold embedding. - Can Wang 001; Jun Zhao 009; Xiaofei He 001; Chun Chen 001; Jiajun Bu (Neurocomputing, 2009)

Gaussian Mixture Model with Local Consistency. - Jialu Liu; Deng Cai 001; Xiaofei He 001 (AAAI, 2010)

Error-correcting output hashing in fast similarity search. - Zhou Yu 001; Deng Cai 001; Xiaofei He 001 (ICIMCS, 2010)

Unsupervised feature selection for multi-cluster data. - Deng Cai 001; Chiyuan Zhang; Xiaofei He 001 (KDD, 2010)

Music recommendation by unified hypergraph: combining social media information and music content. - Jiajun Bu; Shulong Tan; Chun Chen 001; Can Wang 001; Hao Wu; Lijun Zhang 005; Xiaofei He 001 (ACM Multimedia, 2010)

K-way min-max cut for image clustering and junk images filtering from Google images. - Feng Xie; Yi Shen; Xiaofei He 001 (ACM Multimedia, 2010)

Discriminative codeword selection for image representation. - Lijun Zhang 005; Chun Chen 001; Jiajun Bu; Zhengguang Chen; Shulong Tan; Xiaofei He 001 (ACM Multimedia, 2010)

Document recommendation in social tagging services. - Ziyu Guan; Can Wang 001; Jiajun Bu; Chun Chen 001; Kun Yang; Deng Cai 001; Xiaofei He 001 (WWW, 2010)

DASA: Dissatisfaction-oriented Advertising based on Sentiment Analysis. - Guang Qiu; Xiaofei He 001; Feng Zhang; Yuan Shi; Jiajun Bu; Chun Chen 001 (Expert Syst. Appl., 2010)

Approximately harmonic projection: Theoretical analysis and an algorithm. - Binbin Lin; Xiaofei He 001; Yuan Zhou; Ligang Liu; Ke Lu 001 (Pattern Recognit., 2010)

Laplacianfaces. - Xiaofei He 001 (Scholarpedia, 2010)

Multi-Label Transfer Learning With Sparse Representation. - Yahong Han; Fei Wu 001; Yueting Zhuang; Xiaofei He 001 (IEEE Trans. Circuits Syst. Video Technol., 2010)

Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval. - Xiaofei He 001 (IEEE Trans. Image Process., 2010)

Using Rich Social Media Information for Music Recommendation via Hypergraph Model. - Shulong Tan; Jiajun Bu; Chun Chen 001; Xiaofei He 001 (Social Media Modeling and Computing, 2011)

Sparse concept coding for visual analysis. - Deng Cai 001; Hujun Bao; Xiaofei He 001 (CVPR, 2011)

Non-negative local coordinate factorization for image representation. - Yan Chen; Hujun Bao; Xiaofei He 001 (CVPR, 2011)

Orthogonal Projection Analysis. - Binbin Lin; Chiyuan Zhang; Xiaofei He 001 (IScIDE, 2011)

Semi-supervised Regression via Parallel Field Regularization. - Binbin Lin; Chiyuan Zhang; Xiaofei He 001 (NIPS, 2011)

Learning search tasks in queries and web pages via graph regularization. - Ming Ji; Jun Yan 001; Siyu Gu; Jiawei Han 001; Xiaofei He 001; Wei Vivian Zhang; Zheng Chen 001 (SIGIR, 2011)

Efficient manifold ranking for image retrieval. - Bin Xu 005; Jiajun Bu; Chun Chen 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005; Jiebo Luo 001 (SIGIR, 2011)

Discriminative concept factorization for data representation. - Wei Hua 002; Xiaofei He 001 (Neurocomputing, 2011)

Graph Regularized Nonnegative Matrix Factorization for Data Representation. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. - Xiaofei He 001; Ming Ji; Chiyuan Zhang; Hujun Bao (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Active Learning Based on Locally Linear Reconstruction. - Lijun Zhang 005; Chun Chen 001; Jiajun Bu; Deng Cai 001; Xiaofei He 001; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Image representation using Laplacian regularized nonnegative tensor factorization. - Can Wang 001; Xiaofei He 001; Jiajun Bu; Zhengguang Chen; Chun Chen 001; Ziyu Guan (Pattern Recognit., 2011)

Locally Consistent Concept Factorization for Document Clustering. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2011)

Laplacian Regularized Gaussian Mixture Model for Data Clustering. - Xiaofei He 001; Deng Cai 001; Yuanlong Shao; Hujun Bao; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2011)

Using rich social media information for music recommendation via hypergraph model. - Shulong Tan; Jiajun Bu; Chun Chen 001; Bin Xu 005; Can Wang 001; Xiaofei He 001 (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Speed up kernel discriminant analysis. - Deng Cai 001; Xiaofei He 001; Jiawei Han 001 (VLDB J., 2011)

Document Summarization Based on Data Reconstruction. - Zhanying He; Chun Chen 001; Jiajun Bu; Can Wang 001; Lijun Zhang 005; Deng Cai 001; Xiaofei He 001 (AAAI, 2012)

Random Projection with Filtering for Nearly Duplicate Search. - Yue Lin 003; Rong Jin 001; Deng Cai 001; Xiaofei He 001 (AAAI, 2012)

Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression. - Lijun Zhang 005; Rong Jin 001; Chun Chen 001; Jiajun Bu; Xiaofei He 001 (AAAI, 2012)

Matrix completion by Truncated Nuclear Norm Regularization. - Debing Zhang; Yao Hu; Jieping Ye; Xuelong Li 001; Xiaofei He 001 (CVPR, 2012)

Accelerated singular value thresholding for matrix completion. - Yao Hu; Debing Zhang; Jun Liu 003; Jieping Ye; Xiaofei He 001 (KDD, 2012)

Unsupervised face-name association via commute distance. - Jiajun Bu; Bin Xu 005; Chenxia Wu; Chun Chen 001; Jianke Zhu; Deng Cai 001; Xiaofei He 001 (ACM Multimedia, 2012)

Multi-task Vector Field Learning. - Binbin Lin; Sen Yang; Chiyuan Zhang; Jieping Ye; Xiaofei He 001 (NIPS, 2012)

A Unified Feature and Instance Selection Framework Using Optimum Experimental Design. - Lijun Zhang 005; Chun Chen 001; Jiajun Bu; Xiaofei He 001 (IEEE Trans. Image Process., 2012)

Manifold Adaptive Experimental Design for Text Categorization. - Deng Cai 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2012)

Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection. - Jianping Fan 001; Xiaofei He 001; Ning Zhou; Jinye Peng; Ramesh C. Jain (IEEE Trans. Multim., 2012)

O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. - Lijun Zhang 005; Tianbao Yang; Rong Jin 001; Xiaofei He 001 (ICML (3), 2013)

Online Kernel Learning with a Near Optimal Sparsity Bound. - Lijun Zhang 005; Jinfeng Yi; Rong Jin 001; Ming Lin 002; Xiaofei He 001 (ICML (3), 2013)

Active Learning Based on Local Representation. - Yao Hu; Debing Zhang; Zhongming Jin 001; Deng Cai 001; Xiaofei He 001 (IJCAI, 2013)

Harmonious Hashing. - Bin Xu 005; Jiajun Bu; Yue Lin 003; Chun Chen 001; Xiaofei He 001; Deng Cai 001 (IJCAI, 2013)

A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing. - Debing Zhang; Genmao Yang; Yao Hu; Zhongming Jin 001; Deng Cai 001; Xiaofei He 001 (IJCAI, 2013)

Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery. - Chuhang Zou; Yao Hu; Deng Cai 001; Xiaofei He 001 (IScIDE, 2013)

Parallel field alignment for cross media retrieval. - Xiangbo Mao; Binbin Lin; Deng Cai 001; Xiaofei He 001; Jian Pei 001 (ACM Multimedia, 2013)

A low rank structural large margin method for cross-modal ranking. - Xinyan Lu; Fei Wu 001; Siliang Tang; Zhongfei Zhang; Xiaofei He 001; Yueting Zhuang (SIGIR, 2013)

Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems. - Beidou Wang; Can Wang 001; Jiajun Bu; Chun Chen 001; Wei Vivian Zhang; Deng Cai 001; Xiaofei He 001 (WWW, 2013)

G-Optimal Feature Selection with Laplacian regularization. - Guanhong Yao; Ke Lu 001; Xiaofei He 001 (Neurocomputing, 2013)

Editorial of the Special Issue on Manifold Learning. - Xiaofei He 001 (Int. J. Softw. Informatics, 2013)

Parallel vector field embedding. - Binbin Lin; Xiaofei He 001; Chiyuan Zhang; Ming Ji (J. Mach. Learn. Res., 2013)

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization. - Yao Hu; Debing Zhang; Jieping Ye; Xuelong Li 001; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Image Compression by Learning to Minimize the Total Error. - Chiyuan Zhang; Xiaofei He 001 (IEEE Trans. Circuits Syst. Video Technol., 2013)

Nonnegative Local Coordinate Factorization for Image Representation. - Yan Chen; Jiemi Zhang; Deng Cai 001; Wei Liu 005; Xiaofei He 001 (IEEE Trans. Image Process., 2013)

Parallel Field Ranking. - Ming Ji; Binbin Lin; Xiaofei He 001; Deng Cai 001; Jiawei Han 001 (ACM Trans. Knowl. Discov. Data, 2013)

Sparse Learning for Stochastic Composite Optimization. - Weizhong Zhang; Lijun Zhang 005; Yao Hu; Rong Jin 001; Deng Cai 001; Xiaofei He 001 (AAAI, 2014)

Geodesic Distance Function Learning via Heat Flow on Vector Fields. - Binbin Lin; Ji Yang; Xiaofei He 001; Jieping Ye (ICML, 2014)

Iterative Multi-View Hashing for Cross Media Indexing. - Yao Hu; Zhongming Jin 001; Hongyi Ren; Deng Cai 001; Xiaofei He 001 (ACM Multimedia, 2014)

Special issue on advances in intelligence science and intelligent data engineering. - Xiaofei He 001; Changyin Sun 001 (Neurocomputing, 2014)

Multi-Query Parallel Field Ranking for image retrieval. - Ji Yang; Bin Xu 005; Binbin Lin; Xiaofei He 001 (Neurocomputing, 2014)

Oriented boundary padding for iterative and oriented fringe pattern denoising techniques. - Haixia Wang 002; Qian Kemao; Ronghua Liang; Huayin Wang; Ming Zhao; Xiaofei He 001 (Signal Process., 2014)

Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion. - Zhongming Jin 001; Debing Zhang; Yao Hu; Shiding Lin; Deng Cai 001; Xiaofei He 001 (IEEE Trans. Cybern., 2014)

Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing. - Ronghua Liang; Hai Zhuge; Xiaorui Jiang; Qiang Zeng 002; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2014)

Interpreting the Public Sentiment Variations on Twitter. - Shulong Tan; Yang Li 150; Huan Sun 001; Ziyu Guan; Xifeng Yan; Jiajun Bu; Chun Chen 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2014)

Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. - Shangming Yang; Zhang Yi 001; Mao Ye 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2014)

Mobile Query Recommendation via Tensor Function Learning. - Zhou Zhao 001; Ruihua Song; Xing Xie 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2015)

Event Recovery by Faster Truncated Nuclear Norm Minimization. - Debing Zhang; Long Wei; Bin Hong; Yao Hu; Deng Cai 001; Xiaofei He 001 (IScIDE (2), 2015)

Unsupervised document summarization from data reconstruction perspective. - Zhanying He; Chun Chen 001; Jiajun Bu; Can Wang 001; Lijun Zhang 005; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2015)

Large scale multi-class classification with truncated nuclear norm regularization. - Yao Hu; Zhongming Jin 001; Yi Shi; Debing Zhang; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2015)

PM-PM: PatchMatch With Potts Model for Object Segmentation and Stereo Matching. - Shibiao Xu; Feihu Zhang; Xiaofei He 001; Xukun Shen; Xiaopeng Zhang 001 (IEEE Trans. Image Process., 2015)

A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. - Shangming Yang; Zhang Yi 001; Xiaofei He 001; Xuelong Li 001 (IEEE Trans. Image Process., 2015)

Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. - Chuan-Xian Ren; Dao-Qing Dai; Xiaofei He 001; Hong Yan 001 (IEEE Trans. Knowl. Data Eng., 2015)

EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval. - Bin Xu 005; Jiajun Bu; Chun Chen 001; Can Wang 001; Deng Cai 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2015)

Expert Finding for Question Answering via Graph Regularized Matrix Completion. - Zhou Zhao 001; Lijun Zhang 005; Xiaofei He 001; Wilfred Ng (IEEE Trans. Knowl. Data Eng., 2015)

Accelerated Sparse Linear Regression via Random Projection. - Weizhong Zhang; Lijun Zhang 005; Rong Jin 001; Deng Cai 001; Xiaofei He 001 (AAAI, 2016)

Non-Negative Matrix Factorization with Sinkhorn Distance. - Wei Qian 003; Bin Hong; Deng Cai 001; Xiaofei He 001; Xuelong Li 001 (IJCAI, 2016)

Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning. - Zhou Zhao 001; Qifan Yang; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2016)

Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization. - Zhou Zhao 001; Hanqing Lu; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (ACM Multimedia, 2016)

Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? - Yu Yang 001; Xiangbo Mao; Jian Pei 001; Xiaofei He 001 (SIGMOD Conference, 2016)

Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction. - Weizhong Zhang; Bin Hong; Jieping Ye; Deng Cai 001; Xiaofei He 001; Jie Wang 005 (CoRR, 2016)

Online robust principal component analysis via truncated nuclear norm regularization. - Bin Hong; Long Wei; Yao Hu; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2016)

Tracking people in RGBD videos using deep learning and motion clues. - Hongyang Xue; Yao Liu 014; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2016)

Heterogeneous hypergraph embedding for document recommendation. - Yu Zhu 007; Ziyu Guan; Shulong Tan; Haifeng Liu 001; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2016)

A-Optimal Projection for Image Representation. - Xiaofei He 001; Chiyuan Zhang; Lijun Zhang 005; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Local Feature Discriminant Projection. - Mengyang Yu; Ling Shao 001; Xiantong Zhen; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Coupled Dictionary Learning for the Detail-Enhanced Synthesis of 3-D Facial Expressions. - Haoran Liang 001; Ronghua Liang; Mingli Song; Xiaofei He 001 (IEEE Trans. Cybern., 2016)

Improving Collaborative Recommendation via User-Item Subgroups. - Jiajun Bu; Xin Shen; Bin Xu 005; Chun Chen 001; Xiaofei He 001; Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 2016)

Graph Regularized Feature Selection with Data Reconstruction. - Zhou Zhao 001; Xiaofei He 001; Deng Cai 001; Lijun Zhang 005; Wilfred Ng; Yueting Zhuang (IEEE Trans. Knowl. Data Eng., 2016)

User Preference Learning for Online Social Recommendation. - Zhou Zhao 001; Hanqing Lu; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IEEE Trans. Knowl. Data Eng., 2016)

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion. - Yao Hu; Chen Zhao 009; Deng Cai 001; Xiaofei He 001; Xuelong Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2016)

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning. - Zhou Zhao 001; Hanqing Lu; Vincent W. Zheng; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (AAAI, 2017)

A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. - Minkyu Kim 001; Abinash Mohanty; Deepak Kadetotad; Naveen Suda; Luning Wei; Pooja Saseendran; Xiaofei He 001; Yu Cao 001; Jae-sun Seo (ASP-DAC, 2017)

Robust Asymmetric Bayesian Adaptive Matrix Factorization. - Xin Guo 006; Boyuan Pan; Deng Cai 001; Xiaofei He 001 (IJCAI, 2017)

Link Prediction via Ranking Metric Dual-Level Attention Network Learning. - Zhou Zhao 001; Ben Gao; Vincent W. Zheng; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2017)

Microblog Sentiment Classification via Recurrent Random Walk Network Learning. - Zhou Zhao 001; Hanqing Lu; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2017)

Video Question Answering via Hierarchical Spatio-Temporal Attention Networks. - Zhou Zhao 001; Qifan Yang; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2017)

Video Question Answering via Hierarchical Dual-Level Attention Network Learning. - Zhou Zhao 001; Jinghao Lin; Xinghua Jiang; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (ACM Multimedia, 2017)

MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. - Boyuan Pan; Hao Li 009; Zhou Zhao 001; Bin Cao; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Learning Graph-Level Representation for Drug Discovery. - Junying Li; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Smarnet: Teaching Machines to Read and Comprehend Like Human. - Zheqian Chen; Rongqin Yang; Bin Cao; Zhou Zhao 001; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. - Boyuan Pan; Hao Li 009; Zhou Zhao 001; Deng Cai 001; Xiaofei He 001 (CoRR, 2017)

Sparse Learning with Stochastic Composite Optimization. - Weizhong Zhang; Lijun Zhang 005; Zhongming Jin 001; Rong Jin 001; Deng Cai 001; Xuelong Li 001; Ronghua Liang; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. - Boyuan Pan; Yazheng Yang; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001; Xiaofei He 001 (ACL (1), 2018)

Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. - Wei Qian 003; Cong Fu 001; Yu Zhu 007; Deng Cai 001; Xiaofei He 001 (IJCAI, 2018)

Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network. - Zhou Zhao 001; Xinghua Jiang; Deng Cai 001; Jun Xiao 001; Xiaofei He 001; Shiliang Pu (IJCAI, 2018)

Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning. - Zhou Zhao 001; Lingtao Meng; Jun Xiao 001; Min Yang 007; Fei Wu 001; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IJCAI, 2018)

Deep Reinforcement Learning for Sponsored Search Real-time Bidding. - Jun Zhao 009; Guang Qiu; Ziyu Guan; Wei Zhao 019; Xiaofei He 001 (KDD, 2018)

MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. - Boyuan Pan; Yazheng Yang; Hao Li 009; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001; Xiaofei He 001 (NeurIPS, 2018)

Dialogue Act Recognition via CRF-Attentive Structured Network. - Zheqian Chen; Rongqin Yang; Zhou Zhao 001; Deng Cai 001; Xiaofei He 001 (SIGIR, 2018)

Improving face recognition with domain adaptation. - Ge Wen; Huaguan Chen; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2018)

Split-Net: Improving face recognition in one forwarding operation. - Ge Wen; Yi Mao; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2018)

Multi-label active learning based on submodular functions. - Kuoliang Wu; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2018)

Multi-Target Regression via Robust Low-Rank Learning. - Xiantong Zhen; Mengyang Yu; Xiaofei He 001; Shuo Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Real-Time Object Tracking on a Drone With Multi-Inertial Sensing Data. - Peng Chen 008; Yuanjie Dang; Ronghua Liang; Wei Zhu 006; Xiaofei He 001 (IEEE Trans. Intell. Transp. Syst., 2018)

Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks. - Weizhong Zhang; Tingjin Luo; Shuang Qiu; Jieping Ye; Deng Cai 001; Xiaofei He 001; Jie Wang 005 (IEEE Trans. Knowl. Data Eng., 2018)

Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis. - Wei Zhao 019; Ziyu Guan; Long Chen 007; Xiaofei He 001; Deng Cai 001; Beidou Wang; Quan Wang 006 (IEEE Trans. Knowl. Data Eng., 2018)

Social-Aware Movie Recommendation via Multimodal Network Learning. - Zhou Zhao 001; Qifan Yang; Hanqing Lu; Tim Weninger; Deng Cai 001; Xiaofei He 001; Yueting Zhuang (IEEE Trans. Multim., 2018)

Robust Structured Nonnegative Matrix Factorization for Image Representation. - Zechao Li; Jinhui Tang 001; Xiaofei He 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Attribute Attention for Semantic Disambiguation in Zero-Shot Learning. - Yang Liu 212; Jishun Guo; Deng Cai 001; Xiaofei He 001 (ICCV, 2019)

COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. - Wenxiao Wang 001; Cong Fu 001; Jishun Guo; Deng Cai 001; Xiaofei He 001 (IJCAI, 2019)

Progressive Transfer Learning for Person Re-identification. - Zhengxu Yu; Zhongming Jin 001; Long Wei; Jishun Guo; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IJCAI, 2019)

Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. - Zhu Zhang; Zhou Zhao 001; Zhijie Lin 001; Jingkuan Song; Xiaofei He 001 (IJCAI, 2019)

IntentGC: A Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. - Jun Zhao 009; Zhou Zhou; Ziyu Guan; Wei Zhao 019; Wei Ning; Guang Qiu; Xiaofei He 001 (KDD, 2019)

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. - Bin Hong; Weizhong Zhang; Wei Liu 005; Jieping Ye; Deng Cai 001; Xiaofei He 001; Jie Wang 005 (J. Mach. Learn. Res., 2019)

A Real-Time 17-Scale Object Detection Accelerator With Adaptive 2000-Stage Classification in 65 nm CMOS. - Minkyu Kim 001; Abinash Mohanty; Deepak Kadetotad; Luning Wei; Xiaofei He 001; Yu Cao 001; Jae-sun Seo (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module. - Liang Xie 003; Chao Xiang; Zhengxu Yu; Guodong Xu; Zheng Yang 008; Deng Cai 001; Xiaofei He 001 (AAAI, 2020)

MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification. - Zhengxu Yu; Shuxian Liang; Long Wei; Zhongming Jin 001; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IJCAI, 2020)

Stable Learning via Causality-based Feature Rectification. - Zhengxu Yu; Pengfei Wang 008; Junkai Xu; Liang Xie 003; Zhongming Jin 001; Jianqiang Huang; Xiaofei He 001; Deng Cai 001; Xian-Sheng Hua 001 (CoRR, 2020)

Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. - Zhengxu Yu; Yilun Zhao 001; Bin Hong; Zhongming Jin 001; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (CoRR, 2020)

Does Network Width Really Help Adversarial Robustness? - Boxi Wu; Jinghui Chen; Deng Cai 001; Xiaofei He 001; Quanquan Gu (CoRR, 2020)

Spherical Knowledge Distillation. - Jia Guo; Minghao Chen 001; Yao Hu; Chen Zhu; Xiaofei He 001; Deng Cai 001 (CoRR, 2020)

LAMP: Label Augmented Multimodal Pretraining. - Jia Guo; Chen Zhu; Yilun Zhao 001; Heda Wang; Yao Hu; Xiaofei He 001; Deng Cai 001 (CoRR, 2020)

Decouple co-adaptation: Classifier randomization for person re-identification. - Long Wei; Zhenyong Wei; Zhongming Jin 001; Qianxiao Wei; Jianqiang Huang; Xian-Sheng Hua 001; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2020)

CoHomo: A cluster-attribute correlation aware graph clustering framework. - Yaming Yang 002; Hongmin Liu 001; Ziyu Guan; Xiaofei He 001; Gaoliang Liu (Neurocomputing, 2020)

SIF: Self-Inspirited Feature Learning for Person Re-Identification. - Long Wei; Zhenyong Wei; Zhongming Jin 001; Zhengxu Yu; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2020)

Continuous Influence Maximization. - Yu Yang 001; Xiangbo Mao; Jian Pei 001; Xiaofei He 001 (ACM Trans. Knowl. Discov. Data, 2020)

Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. - Wei Zhao 019; Ziyu Guan; Yuhui Huang; Tingting Xi; Huan Sun 001; Zhiheng Wang 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2020)

Salient Object Ranking with Position-Preserved Attention. - Hao Fang; Daoxin Zhang; Yi Zhang; Minghao Chen 001; Jiawei Li; Yao Hu; Deng Cai 001; Xiaofei He 001 (ICCV, 2021)

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework. - Wenxiao Wang 001; Minghao Chen 001; Shuai Zhao 006; Long Chen 016; Jinming Hu; Haifeng Liu 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ICML, 2021)

SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory. - Zhijie Lin 001; Zhou Zhao 001; Haoyuan Li 002; Jinglin Liu; Meng Zhang 019; Xingshan Zeng; Xiaofei He 001 (ACM Multimedia, 2021)

VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation. - Jiong Wang; Zhou Zhao 001; Weike Jin; Xinyu Duan; Zhen Lei 001; Baoxing Huai; Yiling Wu; Xiaofei He 001 (ACM Multimedia, 2021)

Why Do We Click: Visual Impression-aware News Recommendation. - Jiahao Xun; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Qi Zhang 001; Jingjie Li; Xiuqiang He 001; Xiaofei He 001; Tat-Seng Chua; Fei Wu 001 (ACM Multimedia, 2021)

SimulSLT: End-to-End Simultaneous Sign Language Translation. - Aoxiong Yin; Zhou Zhao 001; Jinglin Liu; Weike Jin; Meng Zhang 019; Xingshan Zeng; Xiaofei He 001 (ACM Multimedia, 2021)

Do Wider Neural Networks Really Help Adversarial Robustness? - Boxi Wu; Jinghui Chen; Deng Cai 001; Xiaofei He 001; Quanquan Gu (NeurIPS, 2021)

OCM3D: Object-Centric Monocular 3D Object Detection. - Liang Peng; Fei Liu; Senbo Yan; Xiaofei He 001; Deng Cai 001 (CoRR, 2021)

Discriminative-Generative Dual Memory Video Anomaly Detection. - Xin Guo 006; Zhongming Jin 001; Chong Chen 002; Helei Nie; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xiansheng Hua 001 (CoRR, 2021)

Attacking Adversarial Attacks as A Defense. - Boxi Wu; Heng Pan; Li Shen 005; Jindong Gu; Shuai Zhao 006; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (CoRR, 2021)

CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention. - Wenxiao Wang 001; Lu Yao; Long Chen 016; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (CoRR, 2021)

COP: customized correlation-based Filter level pruning method for deep CNN compression. - Wenxiao Wang 001; Zhengxu Yu; Cong Fu 001; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2021)

Learning Manifold Structures With Subspace Segmentations. - Shangming Yang; Lei Zhang 005; Xiaofei He 001; Zhang Yi 001 (IEEE Trans. Cybern., 2021)

ES-Net: Erasing Salient Parts to Learn More in Re-Identification. - Dong Shen; Shuai Zhao 006; Jinming Hu; Hao Feng; Deng Cai 001; Xiaofei He 001 (IEEE Trans. Image Process., 2021)

DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. - Yang Liu 212; Tu Zheng; Jie Song 011; Deng Cai 001; Xiaofei He 001 (AAAI, 2022)

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification. - Yang Liu 212; Weifeng Zhang 005; Chao Xiang; Tu Zheng; Deng Cai 001; Xiaofei He 001 (CVPR, 2022)

MLSLT: Towards Multilingual Sign Language Translation. - Aoxiong Yin; Zhou Zhao 001; Weike Jin; Meng Zhang 019; Xingshan Zeng; Xiaofei He 001 (CVPR, 2022)

CLRNet: Cross Layer Refinement Network for Lane Detection. - Tu Zheng; Yifei Huang 005; Yang Liu 212; Wenjian Tang; Zheng Yang 008; Deng Cai 001; Xiaofei He 001 (CVPR, 2022)

Towards Efficient Adversarial Training on Vision Transformers. - Boxi Wu; Jindong Gu; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ECCV (13), 2022)

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. - Honghui Yang; Zili Liu; Xiaopei Wu; Wenxiao Wang 001; Wei Qian 003; Xiaofei He 001; Deng Cai 001 (ECCV (8), 2022)

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention. - Wenxiao Wang 001; Lu Yao; Long Chen 016; Binbin Lin; Deng Cai 001; Xiaofei He 001; Wei Liu 005 (ICLR, 2022)

WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. - Liang Peng; Senbo Yan; Boxi Wu; Zheng Yang 008; Xiaofei He 001; Deng Cai 001 (ICLR, 2022)

CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. - Shengyu Zhang 001; Bofang Li; Dong Yao; Fuli Feng; Jieming Zhu; Wenyan Fan; Zhou Zhao 001; Xiaofei He 001; Tat-Seng Chua; Fei Wu 001 (CoRR, 2022)

Towards In-distribution Compatibility in Out-of-distribution Detection. - Boxi Wu; Jie Jiang 015; Haidong Ren; Zifan Du; Wenxiao Wang 001; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Binbin Lin; Wei Liu 005 (CoRR, 2022)

PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud. - Kuoliang Wu; Guodong Xu; Zili Liu; Haifeng Liu 001; Deng Cai 001; Xiaofei He 001 (Int. J. Mach. Learn. Cybern., 2022)

TelecomNet: Tag-Based Weakly-Supervised Modally Cooperative Hashing Network for Image Retrieval. - Wei Zhao 019; Cai Xu; Ziyu Guan; Xunlian Wu; Wanqing Zhao; Qiguang Miao; Xiaofei He 001; Quan Wang 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Towards In-Distribution Compatible Out-of-Distribution Detection. - Boxi Wu; Jie Jiang 015; Haidong Ren; Zifan Du; Wenxiao Wang 001; Zhifeng Li 001; Deng Cai 001; Xiaofei He 001; Binbin Lin; Wei Liu 005 (AAAI, 2023)

CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation. - Yuqi Lin; Minghao Chen 001; Wenxiao Wang 001; Boxi Wu; Ke Li; Binbin Lin; Haifeng Liu 001; Xiaofei He 001 (CVPR, 2023)

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. - Honghui Yang; Wenxiao Wang 001; Minghao Chen 001; Binbin Lin; Tong He 001; Hua Chen; Xiaofei He 001; Wanli Ouyang (CVPR, 2023)

GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds. - Honghui Yang; Tong He 001; Jiaheng Liu; Hua Chen; Boxi Wu; Binbin Lin; Xiaofei He 001; Wanli Ouyang (CVPR, 2023)

PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer. - Qibo Qiu; Haiming Gao; Wei Hua 002; Gang Huang 004; Xiaofei He 001 (ICRA, 2023)

General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment. - Liang Xie 003; Yibo Yang; Wenxiao Wang 001; Binbin Lin; Deng Cai 001; Xiaofei He 001 (CoRR, 2023)

Denoising Multi-modal Sequential Recommenders with Contrastive Learning. - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Wenqiao Zhang; Rui Zhang 003; Xiaofei He 001; Fei Wu 001 (CoRR, 2023)

SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition. - Qibo Qiu; Haiming Gao; Wenxiao Wang 001; Zhiyi Su; Tian Xie; Wei Hua 002; Xiaofei He 001 (CoRR, 2023)

A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation. - Minghao Chen 001; Zepeng Gao; Shuai Zhao 006; Qibo Qiu; Wenxiao Wang 001; Binbin Lin; Xiaofei He 001 (CoRR, 2023)

M3CS: Multi-Target Masked Point Modeling with Learnable Codebook and Siamese Decoders. - Qibo Qiu; Honghui Yang; Wenxiao Wang 001; Shun Zhang; Haiming Gao; Haochao Ying; Wei Hua 002; Xiaofei He 001 (CoRR, 2023)

Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions. - Jie Zhao 013; Ziyu Guan; Wei Zhao 019; Yue Jiang; Xiaofei He 001 (CoRR, 2023)

Few-shot Hybrid Domain Adaptation of Image Generators. - Hengjia Li; Yang Liu 212; Linxuan Xia; Yuqi Lin; Tu Zheng; Zheng Yang 008; Wenxiao Wang 001; Xiaohui Zhong; Xiaobo Ren; Xiaofei He 001 (CoRR, 2023)

X-View: Non-Egocentric Multi-View 3D Object Detector. - Liang Xie 003; Guodong Xu; Deng Cai 001; Xiaofei He 001 (IEEE Trans. Image Process., 2023)

Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learning. - Liang Xie 003; Yibo Yang; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2023)

Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. - Xin Guo 006; Zhengxu Yu; Pengfei Wang 008; Zhongming Jin 001; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Trans. Knowl. Data Eng., 2023)

Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. - Chao Xiang; Zhongming Jin 001; Zhengxu Yu; Xian-Sheng Hua 001; Yao Hu; Wei Qian 003; Kaili Zhu; Deng Cai 001; Xiaofei He 001 (Int. J. Mach. Learn. Cybern., 2023)

Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval. - Yuanhai Lv; Chen Jiao; Wanqing Zhao; Wei Zhao 019; Ziyu Guan; Xiaofei He 001 (Int. J. Mach. Learn. Cybern., 2023)

UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving. - Honghui Yang; Sha Zhang 002; Di Huang; Xiaoyang Wu 002; Haoyi Zhu; Tong He 001; Shixiang Tang; Hengshuang Zhao; Qibo Qiu; Binbin Lin; Xiaofei He 001; Wanli Ouyang (CVPR, 2024)

Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. - Yanting Yang; Minghao Chen 001; Qibo Qiu; Jiahao Wu; Wenxiao Wang 001; Binbin Lin; Ziyu Guan; Xiaofei He 001 (ECCV (57), 2024)

Few-shot Hybrid Domain Adaptation of Image Generator. - Hengjia Li; Yang Liu 212; Linxuan Xia; Yuqi Lin; Wenxiao Wang 001; Tu Zheng; Zheng Yang 008; Xiaohui Zhong; Xiaobo Ren; Xiaofei He 001 (ICLR, 2024)

Task-Agnostic Self-Distillation for Few-Shot Action Recognition. - Bin Zhang; Yuanjie Dang; Peng Chen 008; Ronghua Liang; Nan Gao; Ruohong Huan; Xiaofei He 001 (IJCAI, 2024)

AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning. - Minghao Chen 001; Yihang Li; Yanting Yang; Shiyu Yu; Binbin Lin; Xiaofei He 001 (NeurIPS, 2024)

EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing. - Qibo Qiu; Shun Zhang; Haiming Gao; Honghui Yang; Haochao Ying; Wenxiao Wang 001; Xiaofei He 001 (NeurIPS, 2024)

Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control. - Yuxin Xiao; Chaoqun Wan; Yonggang Zhang 003; Wenxiao Wang 001; Binbin Lin; Xiaofei He 001; Xu Shen 001; Jieping Ye (NeurIPS, 2024)

Model Compression and Efficient Inference for Large Language Models: A Survey. - Wenxiao Wang 001; Wei Chen 005; Yicong Luo; Yongliu Long; Zhengkai Lin; Liye Zhang; Binbin Lin; Deng Cai 001; Xiaofei He 001 (CoRR, 2024)

AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning. - Minghao Chen 001; Yihang Li; Yanting Yang; Shiyu Yu; Binbin Lin; Xiaofei He 001 (CoRR, 2024)

Searching Priors Makes Text-to-Video Synthesis Better. - Haoran Cheng; Liang Peng; Linxuan Xia; Yuepeng Hu; Hengjia Li; Qinglin Lu; Xiaofei He 001; Boxi Wu (CoRR, 2024)

PD-TPE: Parallel Decoder with Text-guided Position Encoding for 3D Visual Grounding. - Chenshu Hou; Liang Peng; Xiaopei Wu; Wenxiao Wang 001; Xiaofei He 001 (CoRR, 2024)

SciPIP: An LLM-based Scientific Paper Idea Proposer. - Wenxiao Wang 001; Lihui Gu; Liye Zhang; Yunxiang Luo; Yi Dai; Chen Shen 003; Liang Xie 003; Binbin Lin; Xiaofei He 001; Jieping Ye (CoRR, 2024)

SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition. - Qibo Qiu; Wenxiao Wang 001; Haochao Ying; Dingkun Liang; Haiming Gao; Xiaofei He 001 (Knowl. Based Syst., 2024)

Temporal Feature Fusion for 3D Detection in Monocular Video. - Haoran Cheng; Liang Peng; Zheng Yang 008; Binbin Lin; Xiaofei He 001; Boxi Wu (IEEE Trans. Image Process., 2024)

Motion-Aware Memory Network for Fast Video Salient Object Detection. - Xing Zhao 001; Haoran Liang 001; Peipei Li; Guodao Sun; Dongdong Zhao; Ronghua Liang; Xiaofei He 001 (IEEE Trans. Image Process., 2024)

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention. - Wenxiao Wang 001; Wei Chen 005; Qibo Qiu; Long Chen 016; Boxi Wu; Binbin Lin; Xiaofei He 001; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Local Conditional Controlling for Text-to-Image Diffusion Models. - Yibo Zhao; Liang Peng; Yang Yang 002; Zekai Luo; Hengjia Li; Yao Chen; Zheng Yang 008; Xiaofei He 001; Wei Zhao 019; Qinglin Lu; Wei Liu 005; Boxi Wu (AAAI, 2025)

Object-level Data Augmentation for Visual 3D Object Detection in Autonomous Driving. - Haoran Cheng; Junkai Xu; Liang Peng; Zheng Yang 008; Xiaofei He 001; Boxi Wu (ICASSP, 2025)

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach. - Sinan Fan; Liang Xie 003; Chen Shen 003; Ge Teng; Xiaosong Yuan; Xiaofeng Zhang; Chenxi Huang 004; Wenxiao Wang 001; Xiaofei He 001; Jieping Ye (ICLR, 2025)

SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement. - Yuqi Lin; Hengjia Li; Wenqi Shao; Zheng Yang 008; Jun Zhao 009; Xiaofei He 001; Ping Luo 002; Kaipeng Zhang (ICLR, 2025)

Depth Any Video with Scalable Synthetic Data. - Honghui Yang; Di Huang; Wei Yin 006; Chunhua Shen; Haifeng Liu 001; Xiaofei He 001; Binbin Lin; Wanli Ouyang; Tong He 001 (ICLR, 2025)

Dual Graph for Traffic Forecasting. - Long Wei; Zhengxu Yu; Zhongming Jin 001; Liang Xie 003; Jianqiang Huang; Deng Cai 001; Xiaofei He 001; Xian-Sheng Hua 001 (IEEE Access, 2025)

Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree. - Yaming Yang 002; Zhe Wang 044; Ziyu Guan; Wei Zhao 019; Xinyan Huang; Xiaofei He 001 (CoRR, 2025)

Cross-Modal Guided Visual Representation Learning for Social Image Retrieval. - Ziyu Guan; Wanqing Zhao; Hongmin Liu 001; Yuta Nakashima; Noboru Babaguchi; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Discriminator-Free Direct Preference Optimization for Video Diffusion. - Haoran Cheng; Qide Dong; Liang Peng; Zhizhou Sha; Weiguo Feng; Jinghui Xie; Zhao Song 002; Shilei Wen; Xiaofei He 001; Boxi Wu (CoRR, 2025)

SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization. - Liang Peng; Boxi Wu; Haoran Cheng; Yibo Zhao; Xiaofei He 001 (CoRR, 2025)

Any-to-Bokeh: One-Step Video Bokeh via Multi-Plane Image Guided Diffusion. - Yang Yang 002; Siming Zheng; Jinwei Chen; Boxi Wu; Xiaofei He 001; Deng Cai 001; Bo Li 026; Peng-Tao Jiang (CoRR, 2025)

CLRNetV2: A Faster and Stronger Lane Detector. - Tu Zheng; Yifei Huang 005; Yang Liu 212; Binbin Lin; Zheng Yang 008; Deng Cai 001; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)