Extracting Content Structure for Web Pages Based on Visual Representation. - Deng Cai 001; Shipeng Yu; Ji-Rong Wen; Wei-Ying Ma (APWeb, 2003)

Microsoft Research Asia at the Web Track of TREC 2003. - Ji-Rong Wen; Ruihua Song; Deng Cai 001; Kaihua Zhu; Shipeng Yu; Shaozhi Ye; Wei-Ying Ma (TREC, 2003)

Improving pseudo-relevance feedback in web information retrieval using web page segmentation. - Shipeng Yu; Deng Cai 001; Ji-Rong Wen; Wei-Ying Ma (WWW, 2003)

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)

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)

Block-based web search. - Deng Cai 001; Shipeng Yu; 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)

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)

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

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

An algorithm for semi-supervised learning in image retrieval. - Ke Lu 001; Jidong Zhao; Deng Cai 001 (Pattern Recognit., 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)

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)

Modeling hidden topics on document manifold. - Deng Cai 001; Qiaozhu Mei; Jiawei Han 001; Chengxiang Zhai (CIKM, 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)

Topic modeling with network regularization. - Qiaozhu Mei; Deng Cai 001; Duo Zhang 001; ChengXiang Zhai (WWW, 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)

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)

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)

Spectral Regression: A Regression Framework for Efficient Regularized Subspace Learning - Deng Cai 001 (2009)

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

Laplacian Co-hashing of Terms and Documents. - Dell Zhang; Jun Wang 012; Deng Cai 001; Jinsong Lu (ECIR, 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)

Self-taught hashing for fast similarity search. - Dell Zhang; Jun Wang 012; Deng Cai 001; Jinsong Lu (SIGIR, 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)

Large Scale Spectral Clustering with Landmark-Based Representation. - Xinlei Chen; Deng Cai 001 (AAAI, 2011)

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

Kernel approximately harmonic projection. - Guanhong Yao; Wei Hua; Binbin Lin; Deng Cai 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)

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)

Graph Regularized Sparse Coding for Image Representation. - Miao Zheng; Jiajun Bu; Chun Chen 001; Can Wang 001; Lijun Zhang 005; Guang Qiu; Deng Cai 001 (IEEE Trans. Image Process., 2011)

Variational inference with graph regularization for image annotation. - Yuanlong Shao; Yuan Zhou; Deng Cai 001 (ACM Trans. Intell. Syst. Technol., 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)

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)

A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions. - Bin Xu 005; Jiajun Bu; Chun Chen 001; Deng Cai 001 (AAAI, 2012)

Accelerating locality preserving nonnegative matrix factorization. - Guanhong Yao; Deng Cai 001 (CIKM, 2012)

Metric learning with two-dimensional smoothness for visual analysis. - Xinlei Chen; Zifei Tong; Haifeng Liu 001; Deng Cai 001 (CVPR, 2012)

A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition. - Chenxia Wu; Jianke Zhu; Jiemi Zhang; Chun Chen 001; Deng Cai 001 (ECCV (5), 2012)

Spatially Correlated Nonnegative Matrix Factorization for Image Analysis. - Xinlei Chen; Cheng Li; Deng Cai 001 (IScIDE, 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)

Search web images using objects, backgrounds and conditions. - Jiemi Zhang; Chenxia Wu; Deng Cai 001 (ACM Multimedia, 2012)

An exploration of improving collaborative recommender systems via user-item subgroups. - Bin Xu 005; Jiajun Bu; Chun Chen 001; Deng Cai 001 (WWW, 2012)

Density Sensitive Hashing - Yue Lin 003; Deng Cai 001; Cheng Li (CoRR, 2012)

Constrained Nonnegative Matrix Factorization for Image Representation. - Haifeng Liu 001; Zhaohui Wu 001; Xuelong Li 001; Deng Cai 001; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Locally discriminative topic modeling. - Hao Wu; Jiajun Bu; Chun Chen 001; Jianke Zhu; Lijun Zhang 005; Haifeng Liu 001; Can Wang 001; Deng Cai 001 (Pattern Recognit., 2012)

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

Locally Discriminative Coclustering. - Lijun Zhang 005; Chun Chen 001; Jiajun Bu; Zhengguang Chen; Deng Cai 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2012)

Compressed Hashing. - Yue Lin 003; Rong Jin 001; Deng Cai 001; Shuicheng Yan; Xuelong Li 001 (CVPR, 2013)

Complementary Projection Hashing. - Zhongming Jin 001; Yao Hu; Yue Lin 003; Debing Zhang; Shiding Lin; Deng Cai 001; Xuelong Li 001 (ICCV, 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)

Bilevel Visual Words Coding for Image Classification. - Jiemi Zhang; Chenxia Wu; Deng Cai 001; Jianke Zhu (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)

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)

Subspace learning via Locally Constrained A-optimal nonnegative projection. - Ping Li 006; Jiajun Bu; Chun Chen 001; Can Wang 001; Deng Cai 001 (Neurocomputing, 2013)

Multi-Manifold Concept Factorization for Data Clustering. - Ping Li 006; Jiajun Bu; Deng Cai 001 (Int. J. Softw. Informatics, 2013)

Relational Multimanifold Coclustering. - Ping Li 006; Jiajun Bu; Chun Chen 001; Zhanying He; Deng Cai 001 (IEEE Trans. Cybern., 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)

Co-Occurrence-Based Diffusion for Expert Search on the Web. - Ziyu Guan; Gengxin Miao; Russell McLoughlin; Xifeng Yan; Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 2013)

Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning. - Chenxia Wu; Jianke Zhu; Deng Cai 001; Chun Chen 001; Jiajun Bu (IEEE Trans. Knowl. Data Eng., 2013)

Mapping Users across Networks by Manifold Alignment on Hypergraph. - Shulong Tan; Ziyu Guan; Deng Cai 001; Xuzhen Qin; Jiajun Bu; Chun Chen 001 (AAAI, 2014)

Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems. - Beidou Wang; Martin Ester; Jiajun Bu; Deng Cai 001 (AAAI, 2014)

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

Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation. - Ping Li 006; Jiajun Bu; Yi Yang 001; Rongrong Ji; Chun Chen 001; Deng Cai 001 (Expert Syst. Appl., 2014)

Spatially correlated nonnegative matrix factorization. - Xinlei Chen; Cheng Li; Haifeng Liu 001; Deng Cai 001 (Neurocomputing, 2014)

Manifold optimal experimental design via dependence maximization for active learning. - Ping Li 006; Jiajun Bu; Chun Chen 001; Deng Cai 001 (Neurocomputing, 2014)

Active learning on manifolds. - Cheng Li; Haifeng Liu 001; Deng Cai 001 (Neurocomputing, 2014)

Cross domain recommendation based on multi-type media fusion. - Shulong Tan; Jiajun Bu; Xuzhen Qin; Chun Chen 001; Deng Cai 001 (Neurocomputing, 2014)

Density Sensitive Hashing. - Zhongming Jin 001; Cheng Li; Yue Lin 003; Deng Cai 001 (IEEE Trans. Cybern., 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)

Constrained Concept Factorization for Image Representation. - Haifeng Liu 001; Genmao Yang; Zhaohui Wu 001; Deng Cai 001 (IEEE Trans. Cybern., 2014)

Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition. - Luming Zhang; Yue Gao; Chaoqun Hong; Yinfu Feng; Jianke Zhu; Deng Cai 001 (IEEE Trans. Cybern., 2014)

Towards Less Biased Web Search. - Xitong Liu; Hui Fang 001; Deng Cai 001 (ICTIR, 2015)

Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction. - Deng Cai 001 (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)

Multi-view based multi-label propagation for image annotation. - Zhanying He; Chun Chen 001; Jiajun Bu; Ping Li 006; Deng Cai 001 (Neurocomputing, 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)

Opinions matter: a general approach to user profile modeling for contextual suggestion. - Peilin Yang; Hongning Wang; Hui Fang 001; Deng Cai 001 (Inf. Retr. J., 2015)

Sparse fixed-rank representation for robust visual analysis. - Ping Li 006; Jiajun Bu; Bin Xu 005; Zhanying He; Chun Chen 001; Deng Cai 001 (Signal Process., 2015)

Large Scale Spectral Clustering Via Landmark-Based Sparse Representation. - Deng Cai 001; Xinlei Chen (IEEE Trans. Cybern., 2015)

Treelets Binary Feature Retrieval for Fast Keypoint Recognition. - Jianke Zhu; Chenxia Wu; Chun Chen 001; Deng Cai 001 (IEEE Trans. Cybern., 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)

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

Weakly-Supervised Deep Learning for Customer Review Sentiment Classification. - Ziyu Guan; Long Chen 007; Wei Zhao 019; Yi Zheng; Shulong Tan; Deng Cai 001 (IJCAI, 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)

The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation. - Beidou Wang; Martin Ester; Yikang Liao; Jiajun Bu; Yu Zhu 007; Ziyu Guan; Deng Cai 001 (KDD, 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)

Distributed Representations of Expertise. - Fangqiu Han; Shulong Tan; Huan Sun 001; Mudhakar Srivatsa; Deng Cai 001; Xifeng Yan (SDM, 2016)

Which to View: Personalized Prioritization for Broadcast Emails. - Beidou Wang; Martin Ester; Jiajun Bu; Yu Zhu 007; Ziyu Guan; Deng Cai 001 (WWW, 2016)

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning. - Zheqian Chen; Ben Gao; Huimin Zhang; Zhou Zhao 001; Deng Cai 001 (CoRR, 2016)

Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning. - Zheqian Chen; Chi Zhang; Zhou Zhao 001; Deng Cai 001 (CoRR, 2016)

EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph. - Cong Fu 001; Deng Cai 001 (CoRR, 2016)

Relational Multi-Manifold Co-Clustering. - Ping Li 006; Jiajun Bu; Chun Chen 001; Zhanying He; Deng Cai 001 (CoRR, 2016)

Stereo Matching by Joint Energy Minimization. - Hongyang Xue; Deng Cai 001 (CoRR, 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)

Atom Decomposition Based Subgradient Descent for matrix classification. - Wenqing Chu; Yao Hu; Chen Zhao 009; Haifeng Liu 001; Deng Cai 001 (Neurocomputing, 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)

A-Optimal Non-negative Projection with Hessian regularization. - Zheng Yang 008; Haifeng Liu 001; Deng Cai 001; Zhaohui Wu 001 (Neurocomputing, 2016)

Orthogonal Projective Sparse Coding for image representation. - Wei Zhao 019; Zheng Liu 015; Ziyu Guan; Binbin Lin; Deng Cai 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)

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)

Reverse Top-k Geo-Social Keyword Queries in Road Networks. - Jingwen Zhao; Yunjun Gao; Gang Chen 001; Christian S. Jensen; Rui Chen; Deng Cai 001 (ICDE, 2017)

Stacked Similarity-Aware Autoencoders. - Wenqing Chu; Deng Cai 001 (IJCAI, 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)

What to Do Next: Modeling User Behaviors by Time-LSTM. - Yu Zhu 007; Hao Li 009; Yikang Liao; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (IJCAI, 2017)

Spatiotemporal Multi-Task Network for Human Activity Understanding. - Yao Liu 014; Jianqiang Huang; Chang Zhou; Deng Cai 001; Xian-Sheng Hua 001 (ACM Multimedia (Thematic Workshops), 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)

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning. - Zheqian Chen; Ben Gao; Huimin Zhang; Zhou Zhao 001; Haifeng Liu 001; Deng Cai 001 (WWW, 2017)

Fast Approximate Nearest Neighbor Search With Navigating Spreading-out Graphs. - Cong Fu 001; Changxu Wang; Deng Cai 001 (CoRR, 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)

The Forgettable-Watcher Model for Video Question Answering. - Hongyang Xue; Zhou Zhao 001; Deng Cai 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)

A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval. - Deng Cai 001; Xiuye Gu; Chaoqi Wang (CoRR, 2017)

On the Diversity of Realistic Image Synthesis. - Zichen Yang; Haifeng Liu 001; Deng Cai 001 (CoRR, 2017)

Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015). - Shiguang Shan; Deng Cai 001; Cheng Deng; Hong Chang 001 (Neurocomputing, 2017)

Pre-training the deep generative models with adaptive hyperparameter optimization. - Chengwei Yao; Deng Cai 001; Jiajun Bu; Gencai Chen (Neurocomputing, 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)

Constrained Low-Rank Learning Using Least Squares-Based Regularization. - Ping Li 006; Jun Yu 002; Meng Wang 001; Luming Zhang; Deng Cai 001; Xuelong Li 001 (IEEE Trans. Cybern., 2017)

Depth Image Inpainting: Improving Low Rank Matrix Completion With Low Gradient Regularization. - Hongyang Xue; Shengming Zhang; Deng Cai 001 (IEEE Trans. Image Process., 2017)

Unifying the Video and Question Attentions for Open-Ended Video Question Answering. - Hongyang Xue; Zhou Zhao 001; Deng Cai 001 (IEEE Trans. Image Process., 2017)

On efficiently finding reverse k-nearest neighbors over uncertain graphs. - Yunjun Gao; Xiaoye Miao; Gang Chen 001; Baihua Zheng; Deng Cai 001; Huiyong Cui (VLDB J., 2017)

PixelLink: Detecting Scene Text via Instance Segmentation. - Dan Deng; Haifeng Liu 001; Xuelong Li 001; Deng Cai 001 (AAAI, 2018)

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)

Device-Aware Rule Recommendation for the Internet of Things. - Beidou Wang; Xin Guo 006; Martin Ester; Ziyu Guan; Bandeep Singh; Yu Zhu 007; Jiajun Bu; Deng Cai 001 (CIKM, 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)

Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks. - Zhou Zhao 001; Zhu Zhang; Shuwen Xiao; Zhou Yu 001; Jun Yu 002; Deng Cai 001; Fei Wu 001; Yueting Zhuang (IJCAI, 2018)

A Brand-level Ranking System with the Customized Attention-GRU Model. - Yu Zhu 007; Junxiong Zhu; Jie Hou; Yongliang Li; Beidou Wang; Ziyu Guan; Deng Cai 001 (IJCAI, 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)

Addressing the Item Cold-start Problem by Attribute-driven Active Learning. - Yu Zhu 007; Jinhao Lin; Shibi He; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (CoRR, 2018)

Textually Guided Ranking Network for Attentional Image Retweet Modeling. - Zhou Zhao 001; Hanbing Zhan; Lingtao Meng; Jun Xiao 001; Jun Yu 002; Min Yang 007; Fei Wu 001; Deng Cai 001 (CoRR, 2018)

Dial2Desc: End-to-end Dialogue Description Generation. - Haojie Pan; Junpei Zhou; Zhou Zhao 001; Yan Liu; Deng Cai 001; Min Yang 007 (CoRR, 2018)

Question retrieval for community-based question answering via heterogeneous social influential network. - Zheqian Chen; Chi Zhang; Zhou Zhao 001; Chengwei Yao; Deng Cai 001 (Neurocomputing, 2018)

Deep feature based contextual model for object detection. - Wenqing Chu; Deng Cai 001 (Neurocomputing, 2018)

The forgettable-watcher model for video question answering. - Wenqing Chu; Hongyang Xue; Zhou Zhao 001; Deng Cai 001; Chengwei Yao (Neurocomputing, 2018)

Deep Rotation Equivariant Network. - Junying Li; Zichen Yang; Haifeng Liu 001; Deng Cai 001 (Neurocomputing, 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-Task Vehicle Detection With Region-of-Interest Voting. - Wenqing Chu; Yao Liu 014; Chen Shen 003; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2018)

A Better Way to Attend: Attention With Trees for Video Question Answering. - Hongyang Xue; Wenqing Chu; Zhou Zhao 001; Deng Cai 001 (IEEE Trans. Image Process., 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)

Reinforced Dynamic Reasoning for Conversational Question Generation. - Boyuan Pan; Hao Li 009; Ziyu Yao 002; Deng Cai 001; Huan Sun 001 (ACL (1), 2019)

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search. - Minghui Qiu; Bo Wang; Cen Chen 001; Xiaoyi Zeng; Jun Huang 007; Deng Cai 001; Jingren Zhou 001; Forrest Sheng Bao (CIKM, 2019)

Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU. - Yu Zhu 007; Yu Gong; Qingwen Liu 002; Yingcai Ma; Wenwu Ou; Junxiong Zhu; Beidou Wang; Ziyu Guan; Deng Cai 001 (CIKM, 2019)

Domain Adaptation for Semantic Segmentation With Maximum Squares Loss. - Minghao Chen 001; Hongyang Xue; Deng Cai 001 (ICCV, 2019)

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

Weakly-Supervised Caricature Face Parsing Through Domain Adaptation. - Wenqing Chu; Wei-Chih Hung; Yi-Hsuan Tsai; Deng Cai 001; Ming-Hsuan Yang 001 (ICIP, 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)

Localizing Unseen Activities in Video via Image Query. - Zhu Zhang; Zhou Zhao 001; Zhijie Lin 001; Jingkuan Song; Deng Cai 001 (IJCAI, 2019)

AtSNE: Efficient and Robust Visualization on GPU through Hierarchical Optimization. - Cong Fu 001; Yonghui Zhang; Deng Cai 001; Xiang Ren 001 (KDD, 2019)

A Minimax Game for Instance based Selective Transfer Learning. - Bo Wang; Minghui Qiu; Xisen Wang; Yaliang Li; Yu Gong; Xiaoyi Zeng; Jun Huang 007; Bo Zheng 007; Deng Cai 001; Jingren Zhou 001 (KDD, 2019)

Region Mutual Information Loss for Semantic Segmentation. - Shuai Zhao 006; Yang Wang 030; Zheng Yang 008; Deng Cai 001 (NeurIPS, 2019)

Satellite System Graph: Towards the Efficiency Up-Boundary of Graph-Based Approximate Nearest Neighbor Search. - Cong Fu 001; Changxu Wang; Deng Cai 001 (CoRR, 2019)

Improving Semantic Segmentation via Dilated Affinity. - Boxi Wu; Shuai Zhao 006; Wenqing Chu; Zheng Yang 008; Deng Cai 001 (CoRR, 2019)

Correlation Maximized Structural Similarity Loss for Semantic Segmentation. - Shuai Zhao 006; Boxi Wu; Wenqing Chu; Yao Hu; Deng Cai 001 (CoRR, 2019)

DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration. - Wenxiao Wang 001; Shuai Zhao 006; Minghao Chen 001; Jinming Hu; Deng Cai 001; Haifeng Liu 001 (CoRR, 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)

Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph. - Cong Fu 001; Chao Xiang; Changxu Wang; Deng Cai 001 (Proc. VLDB Endow., 2019)

On the Diversity of Conditional Image Synthesis With Semantic Layouts. - Zichen Yang; Haifeng Liu 001; Deng Cai 001 (IEEE Trans. Image Process., 2019)

Multi-Turn Video Question Answering via Hierarchical Attention Context Reinforced Networks. - Zhou Zhao 001; Zhu Zhang; Xinghua Jiang; Deng Cai 001 (IEEE Trans. Image Process., 2019)

Long-Form Video Question Answering via Dynamic Hierarchical Reinforced Networks. - Zhou Zhao 001; Zhu Zhang; Shuwen Xiao; Zhenxin Xiao; Xiaohui Yan; Jun Yu 002; Deng Cai 001; Fei Wu 001 (IEEE Trans. Image Process., 2019)

Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos. - Wenqing Chu; Hongyang Xue; Chengwei Yao; Deng Cai 001 (IEEE Trans. Multim., 2019)

Adversarial-Learned Loss for Domain Adaptation. - Minghao Chen 001; Shuai Zhao 006; Haifeng Liu 001; Deng Cai 001 (AAAI, 2020)

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)

Question-Driven Purchasing Propensity Analysis for Recommendation. - Long Chen 007; Ziyu Guan; Qibin Xu; Qiong Zhang; Huan Sun 001; Guangyue Lu; Deng Cai 001 (AAAI, 2020)

Training-Time-Friendly Network for Real-Time Object Detection. - Zili Liu; Tu Zheng; Guodong Xu; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (AAAI, 2020)

Adversarial Mutual Information for Text Generation. - Boyuan Pan; Yazheng Yang; Kaizhao Liang; Bhavya Kailkhura; Zhongming Jin 001; Xian-Sheng Hua 001; Deng Cai 001; Bo Li 026 (ICML, 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)

Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment. - Haojie Pan; Rongqin Yang; Xin Zhou; Rui Wang 005; Deng Cai 001; Xiaozhong Liu (SIGIR, 2020)

Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds. - Guodong Xu; Wenxiao Wang 001; Zili Liu; Liang Xie 003; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (CoRR, 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)

Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework. - Wenxiao Wang 001; Minghao Chen 001; Shuai Zhao 006; Jinming Hu; Boxi Wu; Zhengxu Yu; Deng Cai 001; Haifeng Liu 001 (CoRR, 2020)

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

Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving. - Liang Peng; Dan Deng; Deng Cai 001 (CoRR, 2020)

EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. - Minghui Qiu; Peng Li 056; Hanjie Pan; Chengyu Wang 001; Ang Wang; Cen Chen 001; Yaliang Li; Dehong Gao; Jun Huang 007; Yong Li 020; Jun Yang 052; Deng Cai 001; et al. (CoRR, 2020)

SplitNet: Divide and Co-training. - Shuai Zhao 006; Liguang Zhou; Wenxiao Wang 001; Deng Cai 001; Tin Lun Lam; Yangsheng Xu (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)

Bi-Decoder Augmented Network for Neural Machine Translation. - Boyuan Pan; Yazheng Yang; Zhou Zhao 001; Yueting Zhuang; Deng Cai 001 (Neurocomputing, 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)

Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks. - Mao Gu; Zhou Zhao 001; Weike Jin; Deng Cai 001; Fei Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction. - Zhijie Lin 001; Zhou Zhao 001; Zhu Zhang; Zijian Zhang 002; Deng Cai 001 (IEEE Trans. Image Process., 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)

Query-Biased Self-Attentive Network for Query-Focused Video Summarization. - Shuwen Xiao; Zhou Zhao 001; Zijian Zhang 002; Ziyu Guan; Deng Cai 001 (IEEE Trans. Image Process., 2020)

Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning. - Yu Zhu 007; Jinghao Lin; Shibi He; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 2020)

RESA: Recurrent Feature-Shift Aggregator for Lane Detection. - Tu Zheng; Hao Fang; Yi Zhang; Wenjian Tang; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (AAAI, 2021)

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. - Minghui Qiu; Peng Li 056; Chengyu Wang 001; Haojie Pan; Ang Wang; Cen Chen 001; Xianyan Jia; Yaliang Li; Jun Huang 007; Deng Cai 001; Wei Lin 016 (CIKM, 2021)

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)

MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning. - Chengyu Wang 001; Haojie Pan; Yuan Liu; Kehan Chen; Minghui Qiu; Wei Zhou; Jun Huang 007; Haiqing Chen; Wei Lin 016; Deng Cai 001 (KDD, 2021)

TopNet: Learning from Neural Topic Model to Generate Long Stories. - Yazheng Yang; Boyuan Pan; Deng Cai 001; Huan Sun 001 (KDD, 2021)

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

SparsePoint: Fully End-to-End Sparse 3D Object Detector. - Zili Liu; Guodong Xu; Honghui Yang; Haifeng Liu 001; Deng Cai 001 (CoRR, 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)

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

Learning to Caricature via Semantic Shape Transform. - Wenqing Chu; Wei-Chih Hung; Yi-Hsuan Tsai; Yu-Ting Chang; Yijun Li 001; Deng Cai 001; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2021)

TTFNeXt for real-time object detection. - Zili Liu; Tu Zheng; Guodong Xu; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (Neurocomputing, 2021)

Self-supervised attention flow for dialogue state tracking. - Boyuan Pan; Yazheng Yang; Bo Li 026; Deng Cai 001 (Neurocomputing, 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)

AdaDB: An adaptive gradient method with data-dependent bound. - Liu Yang; Deng Cai 001 (Neurocomputing, 2021)

Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification. - Hao Feng; Minghao Chen 001; Jinming Hu; Dong Shen; Haifeng Liu 001; Deng Cai 001 (IEEE Trans. Image Process., 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)

A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search. - Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 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)

SCALoss: Side and Corner Aligned Loss for Bounding Box Regression. - Tu Zheng; Shuai Zhao 006; Yang Liu 212; Zili Liu; Deng Cai 001 (AAAI, 2022)

Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning. - Minghao Chen 001; Fangyun Wei; Chong Li; Deng Cai 001 (CVPR, 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)

Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion. - Xiaopei Wu; Liang Peng; Honghui Yang; Liang Xie 003; Chenxi Huang 004; Chengqi Deng; Haifeng Liu 001; Deng Cai 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)

Lidar Point Cloud Guided Monocular 3D Object Detection. - Liang Peng; Fei Liu; Zhengxu Yu; Senbo Yan; Dan Deng; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (ECCV (1), 2022)

DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection. - Liang Peng; Xiaopei Wu; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (ECCV (1), 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)

Domain Reconstruction and Resampling for Robust Salient Object Detection. - Senbo Yan; Liang Peng; Chuer Yu; Zheng Yang 008; Haifeng Liu 001; Deng Cai 001 (ACM Multimedia, 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)

Boosting Semi-Supervised 3D Object Detection with Semi-Sampling. - Xiaopei Wu; Yang Zhao; Liang Peng; Hua Chen; Xiaoshui Huang; Binbin Lin; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (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)

High Dimensional Similarity Search With Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility. - Cong Fu 001; Changxu Wang; Deng Cai 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Progressive Transfer Learning. - Zhengxu Yu; Dong Shen; Zhongming Jin 001; Jianqiang Huang; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2022)

Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-Training. - Shuai Zhao 006; Liguang Zhou; Wenxiao Wang 001; Deng Cai 001; Tin Lun Lam; Yangsheng Xu (IEEE Trans. Image Process., 2022)

LookCom: Learning Optimal Network for Community Detection. - Yixiang Dong; Minnan Luo; Jundong Li; Deng Cai 001; Qinghua Zheng (IEEE Trans. Knowl. Data Eng., 2022)

Apparel-Invariant Feature Learning for Person Re-Identification. - Zhengxu Yu; Yilun Zhao 001; Bin Hong; Zhongming Jin 001; Jianqiang Huang; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Multim., 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)

One-shot Implicit Animatable Avatars with Model-based Priors. - Yangyi Huang; Hongwei Yi; Weiyang Liu; Haofan Wang; Boxi Wu; Wenxiao Wang 001; Binbin Lin; Debing Zhang; Deng Cai 001 (ICCV, 2023)

MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection. - Junkai Xu; Liang Peng; Haoran Chen; Hao Li 009; Wei Qian 003; Ke Li; Wenxiao Wang 001; Deng Cai 001 (ICCV, 2023)

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup. - Xiaohu Tang; Yang Wang 053; Ting Cao; Li Lyna Zhang; Qi Chen 009; Deng Cai 001; Yunxin Liu 001; Mao Yang 004 (MobiCom, 2023)

LUT-NN: Towards Unified Neural Network Inference by Table Lookup. - Xiaohu Tang; Yang Wang 053; Ting Cao; Li Lyna Zhang; Qi Chen 009; Deng Cai 001; Yunxin Liu 001; Mao Yang 004 (CoRR, 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)

Neural Collapse Inspired Federated Learning with Non-iid Data. - Chenxi Huang 004; Liang Xie 003; Yibo Yang; Wenxiao Wang 001; Binbin Lin; Deng Cai 001 (CoRR, 2023)

APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding. - Hengjia Li; Tu Zheng; Zhihao Chi; Zheng Yang 008; Wenxiao Wang 001; Boxi Wu; Binbin Lin; Deng Cai 001 (CoRR, 2023)

AutoTaskFormer: Searching Vision Transformers for Multi-task Learning. - Yang Liu 212; Shen Yan; Yuge Zhang; Kan Ren; Quanlu Zhang; Zebin Ren; Deng Cai 001; Mi Zhang 002 (CoRR, 2023)

NormKD: Normalized Logits for Knowledge Distillation. - Zhihao Chi; Tu Zheng; Hengjia Li; Zheng Yang 008; Boxi Wu; Binbin Lin; Deng Cai 001 (CoRR, 2023)

MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection. - Junkai Xu; Liang Peng; Haoran Cheng; Hao Li 009; Wei Qian 003; Ke Li; Wenxiao Wang 001; Deng Cai 001 (CoRR, 2023)

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection. - Chenxi Huang 004; Tong He 001; Haidong Ren; Wenxiao Wang 001; Binbin Lin; Deng Cai 001 (IEEE Trans. Image Process., 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)

TeCH: Text-Guided Reconstruction of Lifelike Clothed Humans. - Yangyi Huang; Hongwei Yi; Yuliang Xiu; Tingting Liao; Jiaxiang Tang; Deng Cai 001; Justus Thies (3DV, 2024)

TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training. - Yuqi Lin; Minghao Chen 001; Kaipeng Zhang; Hengjia Li; Mingming Li; Zheng Yang 008; Dongqin Lv; Binbin Lin; Haifeng Liu 001; Deng Cai 001 (AAAI, 2024)

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix. - Xiaopei Wu; Liang Peng; Liang Xie 003; Yuenan Hou; Binbin Lin; Xiaoshui Huang; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (AAAI, 2024)

Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving. - Junkai Xu; Liang Peng; Haoran Cheng; Linxuan Xia; Qi Zhou; Dan Deng; Wei Qian 003; Wenxiao Wang 001; Deng Cai 001 (AAAI, 2024)

Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing. - Ruisi Zhao; Mingming Li; Zheng Yang 008; Binbin Lin; Xiaohui Zhong; Xiaobo Ren; Deng Cai 001; Boxi Wu (AAAI, 2024)

Learning Occupancy for Monocular 3D Object Detection. - Liang Peng; Junkai Xu; Haoran Cheng; Zheng Yang 008; Xiaopei Wu; Wei Qian 003; Wenxiao Wang 001; Boxi Wu; Deng Cai 001 (CVPR, 2024)

TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation. - Xiaopei Wu; Yuenan Hou; Xiaoshui Huang; Binbin Lin; Tong He 001; Xinge Zhu; Yuexin Ma; Boxi Wu; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (CVPR, 2024)

Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-Dataset 3D Object Detection. - Zhanwei Zhang; Minghao Chen 001; Shuai Xiao; Liang Peng; Hengjia Li; Binbin Lin; Ping Li 006; Wenxiao Wang 001; Boxi Wu; Deng Cai 001 (CVPR, 2024)

From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning. - Wei Chen 005; Zhen Huang 007; Liang Xie 003; Binbin Lin; Houqiang Li; Le Lu 001; Xinmei Tian 001; Deng Cai 001; Yonggang Zhang 003; Wenxiao Wang 001; Xu Shen 001; Jieping Ye (ICML, 2024)

G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction. - Zhanwei Zhang; Zishuo Hua; Minghao Chen 001; Wei Lu; Binbin Lin; Deng Cai 001; Wenxiao Wang 001 (IJCAI, 2024)

Delving into the Reversal Curse: How Far Can Large Language Models Generalize? - Zhengkai Lin; Zhihang Fu; Kai Liu 023; Liang Xie 003; Binbin Lin; Wenxiao Wang 001; Deng Cai 001; Yue Wu; Jieping Ye (NeurIPS, 2024)

UniHDA: Towards Universal Hybrid Domain Adaptation of Image Generators. - Hengjia Li; Yang Liu 212; Yuqi Lin; Zhanwei Zhang; Yibo Zhao; Weihang Pan; Tu Zheng; Zheng Yang 008; Yuchun Jiang; Boxi Wu; Deng Cai 001 (CoRR, 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)

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection. - Chenxi Huang 004; Yuenan Hou; Weicai Ye; Di Huang; Xiaoshui Huang; Binbin Lin; Deng Cai 001; Wanli Ouyang (CoRR, 2024)

LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models. - Yang Yang 002; Wen Wang; Liang Peng; Chaotian Song; Yao Chen; Hengjia Li; Xiaolong Yang; Qinglin Lu; Deng Cai 001; Boxi Wu; Wei Liu 005 (CoRR, 2024)

PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation. - Hengjia Li; Haonan Qiu; Shiwei Zhang 001; Xiang Wang 012; Yujie Wei 001; Zekun Li; Yingya Zhang; Boxi Wu; Deng Cai 001 (CoRR, 2024)

GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators. - Hengjia Li; Yang Liu 212; Yibo Zhao; Haoran Cheng; Yang Yang 002; Linxuan Xia; Zekai Luo; Qibo Qiu; Boxi Wu; Tu Zheng; Zheng Yang 008; Deng Cai 001 (CoRR, 2024)

STraj: Self-training for Bridging the Cross-Geography Gap in Trajectory Prediction. - Zhanwei Zhang; Minghao Chen 001; Zhihong Gu; Xinkui Zhao; Zheng Yang 008; Binbin Lin; Deng Cai 001; Wenxiao Wang 001 (AAAI, 2025)

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. - Chenxi Huang 004; Shaotian Yan; Liang Xie 003; Binbin Lin; Sinan Fan; Yue Xin; Deng Cai 001; Chen Shen 003; Jieping Ye (ACL (1), 2025)

DSMRec: Dual-Spectrum Mamba Based Model for Sequential Recommendation. - Ruming He; Ke Liu; Penghui Shang; Yifan Hong; Deng Cai 001 (ICIC (8), 2025)

Hybrid State Representation with Attention and Collision Time Prediction for Autonomous Vehicle Decision-Making at Unsignalized Intersections. - Ruming He; Junran Xie; Penghui Shang; Yifan Hong; Ke Liu; Deng Cai 001 (ICIC (20), 2025)

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models. - Zhanwei Zhang; Shizhao Sun; Wenxiao Wang 001; Deng Cai 001; Jiang Bian (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)

NeRF-Det++: Incorporating Semantic Cues and Perspective-Aware Depth Supervision for Indoor Multi-View 3D Detection. - Chenxi Huang 004; Yuenan Hou; Weicai Ye; Di Huang; Xiaoshui Huang; Binbin Lin; Deng Cai 001 (IEEE Trans. Image Process., 2025)

MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization. - Hengjia Li; Lifan Jiang; Xi Xiao; Tianyang Wang; Hongwei Yi; Boxi Wu; Deng Cai 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)

GeoCAD: Local Geometry-Controllable CAD Generation. - Zhanwei Zhang; Kaiyuan Liu; Junjie Liu; Wenxiao Wang 001; Binbin Lin; Liang Xie 003; Chen Shen 003; Deng Cai 001 (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)

Controlling Thinking Speed in Reasoning Models. - Zhengkai Lin; Zhihang Fu; Ze Chen 001; Chao Chen 026; Liang Xie 003; Wenxiao Wang 001; Deng Cai 001; Zheng Wang; Jieping Ye (CoRR, 2025)

Enhancing Spatial Reasoning through Visual and Textual Thinking. - Xun Liang; Xin Guo 006; Zhongming Jin 001; Weihang Pan; Penghui Shang; Deng Cai 001; Binbin Lin; Jieping Ye (CoRR, 2025)