Deng Cai

发表

Large scale multi-class classification with truncated nuclear norm regularization

Yao Hu, Zhongming Jin, Yi Shi, 2015, Neurocomputing.

Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network

Jun Xiao, Deng Cai, Xiaofei He, 2018, IJCAI.

Question retrieval for community-based question answering via heterogeneous social influential network

Deng Cai, Zhou Zhao, Zheqian Chen, 2018, Neurocomputing.

SIF: Self-Inspirited Feature Learning for Person Re-Identification

Xian-Sheng Hua, Zhongming Jin, Deng Cai, 2020, IEEE Transactions on Image Processing.

Nonnegative Local Coordinate Factorization for Image Representation

Wei Liu, Deng Cai, Xiaofei He, 2011, IEEE Transactions on Image Processing.

Regularized locality preserving indexing via spectral regression

Jiawei Han, Deng Cai, Xiaofei He, 2007, CIKM '07.

Document clustering using locality preserving indexing

Jiawei Han, Deng Cai, Xiaofei He, 2005, IEEE Transactions on Knowledge and Data Engineering.

Gaussian Mixture Model with Local Consistency

Deng Cai, Xiaofei He, Jialu Liu, 2010, AAAI.

Laplacian optimal design for image retrieval

Kun Zhou, Deng Cai, Xiaofei He, 2007, SIGIR.

Depth Image Inpainting: Improving Low Rank Matrix Completion With Low Gradient Regularization

Deng Cai, Hongyang Xue, Shengming Zhang, 2017, IEEE Transactions on Image Processing.

Manifold Adaptive Experimental Design for Text Categorization

Deng Cai, Xiaofei He, Xiaofei He, 2012, IEEE Transactions on Knowledge and Data Engineering.

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory pdf

Yan Wang, Nigel Collier, Deng Cai, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Correlation Maximized Structural Similarity Loss for Semantic Segmentation pdf

Deng Cai, Shuai Zhao, Yao Hu, 2019, ArXiv.

Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework

Yan Wang, Shuming Shi, Deng Cai, 2019, EMNLP.

Improving face recognition with domain adaptation

Deng Cai, Xiaofei He, Ge Wen, 2018, Neurocomputing.

Sparse fixed-rank representation for robust visual analysis

Chun Chen, Jiajun Bu, Deng Cai, 2015, Signal Process..

The World Is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection

Yan Wang, Shuming Shi, Deng Cai, 2020, EMNLP.

Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems

Chun Chen, Jiajun Bu, Deng Cai, 2013, WWW '13.

Locally Consistent Concept Factorization for Document Clustering

Jiawei Han, Deng Cai, Xiaofei He, 2011, IEEE Transactions on Knowledge and Data Engineering.

Training Linear Discriminant Analysis in Linear Time

Jiawei Han, Deng Cai, Xiaofei He, 2008, 2008 IEEE 24th International Conference on Data Engineering.

EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph pdf

Deng Cai, Cong Fu, Deng Cai, 2016, ArXiv.

Neural Word Segmentation Learning for Chinese pdf

Hai Zhao, Deng Cai, Zhao Hai, 2016, ACL.

AtSNE: Efficient and Robust Visualization on GPU through Hierarchical Optimization

Deng Cai, Cong Fu, Xiang Ren, 2019, KDD.

Stable Learning via Causality-based Feature Rectification pdf

Jianqiang Huang, Zhongming Jin, Deng Cai, 2020, ArXiv.

A Hybrid Model for Chinese Spelling Check

Deng Cai, Yang Xin, Hai Zhao, 2017, ACM Trans. Asian Low Resour. Lang. Inf. Process..

EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications pdf

Jun Huang, Deng Cai, Yaliang Li, 2020, ArXiv.

Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos

Deng Cai, Chengwei Yao, Hongyang Xue, 2019, IEEE Transactions on Multimedia.

Multi-Manifold Concept Factorization for Data Clustering

Jiajun Bu, Ping Li, Deng Cai, 2013, Int. J. Softw. Informatics.

Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving pdf

Deng Cai, Dan Deng, Liang Peng, 2020, ArXiv.

Pair-Aware Neural Sentence Modeling for Implicit Discourse Relation Classification

Hai Zhao, Deng Cai, Zhao Hai, 2017, IEA/AIE.

Laplacian Regularized Gaussian Mixture Model for Data Clustering

Hujun Bao, Jiawei Han, Deng Cai, 2011, IEEE Transactions on Knowledge and Data Engineering.

Pre-training the deep generative models with adaptive hyperparameter optimization

Jiajun Bu, Deng Cai, Chengwei Yao, 2017, Neurocomputing.

Semi-Supervised Regression using Spectral Techniques

Jiawei Han, Deng Cai, Xiaofei He, 2006 .

Bilevel Visual Words Coding for Image Classification

Deng Cai, Jiemi Zhang, Jianke Zhu, 2013, IJCAI.

Robust Asymmetric Bayesian Adaptive Matrix Factorization

Deng Cai, Xiaofei He, Xin Guo, 2017, IJCAI.

Parallel Field Ranking

Jiawei Han, Deng Cai, Xiaofei He, 2013, ACM Trans. Knowl. Discov. Data.

A Better Way to Attend: Attention With Trees for Video Question Answering

Deng Cai, Zhou Zhao, Hongyang Xue, 2018, IEEE Transactions on Image Processing.

Multi-label active learning based on submodular functions

Deng Cai, Xiaofei He, Kuoliang Wu, 2018, Neurocomputing.

Graph Transformer for Graph-to-Sequence Learning pdf

Deng Cai, Wai Lam, W. Lam, 2019, AAAI.

Spectral Regression for Dimensionality Reduction

Jiawei Han, Deng Cai, Xiaofei He, 2007 .

Orthogonal locality preserving indexing

Deng Cai, Xiaofei He, Xiaofei He, 2005, SIGIR '05.

Satellite System Graph: Towards the Efficiency Up-Boundary of Graph-Based Approximate Nearest Neighbor Search pdf

Deng Cai, Cong Fu, Changxu Wang, 2019, ArXiv.

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning

Yueting Zhuang, Hanqing Lu, Deng Cai, 2017, AAAI.

Region Mutual Information Loss for Semantic Segmentation pdf

Yang Wang, Deng Cai, Shuai Zhao, 2019, NeurIPS.

An exploration of improving collaborative recommender systems via user-item subgroups

Chun Chen, Jiajun Bu, Deng Cai, 2012, WWW.

Multi-Task Vehicle Detection With Region-of-Interest Voting

Xian-Sheng Hua, Deng Cai, Yao Liu, 2018, IEEE Transactions on Image Processing.

Core Semantic First: A Top-down Approach for AMR Parsing

Deng Cai, Wai Lam, W. Lam, 2019, EMNLP.

The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation

Jiajun Bu, Deng Cai, Martin Ester, 2016, KDD.

Accelerating locality preserving nonnegative matrix factorization

Deng Cai, Guanhong Yao, 2012, CIKM '12.

Tracking people in RGBD videos using deep learning and motion clues

Deng Cai, Hongyang Xue, Yao Liu, 2016, Neurocomputing.

Split-Net: Improving face recognition in one forwarding operation

Deng Cai, Xiaofei He, Yi Mao, 2018, Neurocomputing.

Kernel approximately harmonic projection

Deng Cai, Wei Hua, Binbin Lin, 2011, Neurocomputing.

Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks

Zhou Zhao, Deng Cai, Fei Wu, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

Block-level link analysis

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2004, SIGIR '04.

Block-based web search

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2004, SIGIR '04.

DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration pdf

Deng Cai, Jinming Hu, Shuai Zhao, 2019, ArXiv.

What to Do Next: Modeling User Behaviors by Time-LSTM

Deng Cai, Haifeng Liu, Hao Li, 2017, IJCAI.

Regularized regression on image manifold for retrieval

Jiawei Han, Deng Cai, Xiaofei He, 2007, MIR '07.

Unsupervised Learning Helps Supervised Neural Word Segmentation

Luo Si, Deng Cai, Guangwei Xu, 2019, AAAI.

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search

Bo Wang, Jun Huang, Deng Cai, 2019, CIKM.

Parallel field alignment for cross media retrieval

Jian Pei, Deng Cai, Xiaofei He, 2013, ACM Multimedia.

Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2018, IJCAI.

Tensor space model for document analysis

Jiawei Han, Deng Cai, Xiaofei He, 2006, SIGIR.

Orthogonal Laplacianfaces for Face Recognition

Jiawei Han, Deng Cai, Xiaofei He, 2006, IEEE Transactions on Image Processing.

Understanding the Power of Clause Learning

Hujun Bao, Jiawei Han, Deng Cai, 2009, IJCAI.

The Forgettable-Watcher Model for Video Question Answering

Zhou Zhao, Deng Cai, Hongyang Xue, 2018, Neurocomputing.

Towards Less Biased Web Search

Hui Fang, Deng Cai, Xitong Liu, 2015, ICTIR.

Attribute Attention for Semantic Disambiguation in Zero-Shot Learning

Deng Cai, Xiaofei He, Yang Liu, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Active Learning Based on Local Representation

Yao Hu, Zhongming Jin, Debing Zhang, 2013, IJCAI.

Constrained Nonnegative Matrix Factorization for Image Representation

Xuelong Li, Thomas S. Huang, Deng Cai, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks

Jieping Ye, Deng Cai, Xiaofei He, 2018, IEEE Transactions on Knowledge and Data Engineering.

Tensor Subspace Analysis

Deng Cai, Xiaofei He, Partha Niyogi, 2005, NIPS.

Locally discriminative topic modeling

Chun Chen, Jiajun Bu, Hao Wu, 2012, Pattern Recognit..

EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval

Chun Chen, Jiajun Bu, Deng Cai, 2015, IEEE Transactions on Knowledge and Data Engineering.

MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models pdf

Yueting Zhuang, Hao Li, Deng Cai, 2019, NeurIPS.

Error-correcting output hashing in fast similarity search

Zhou Yu, Deng Cai, Xiaofei He, 2010, ICIMCS '10.

Training-Time-Friendly Network for Real-Time Object Detection

Deng Cai, Zili Liu, Guodong Xu, 2020, AAAI.

Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2016, IJCAI.

Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis

Long Chen, Quan Wang, Deng Cai, 2018, IEEE Transactions on Knowledge and Data Engineering.

Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation pdf

Deng Cai, Xiaofei He, Zhou Zhao, 2017, ArXiv.

A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search pdf

Deng Cai, 2016, ArXiv.

Progressive Transfer Learning.

Zhongming Jin, Deng Cai, Zhengxu Yu, 2020 .

Locally Discriminative Coclustering

Chun Chen, Jiajun Bu, Jiawei Han, 2012, IEEE Transactions on Knowledge and Data Engineering.

Reinforced Dynamic Reasoning for Conversational Question Generation

Deng Cai, Hao Li, Boyuan Pan, 2019, ACL.

Laplacian Co-hashing of Terms and Documents

Jun Wang, Deng Cai, Dell Zhang, 2010, ECIR.

A-Optimal Non-negative Projection with Hessian regularization

Deng Cai, Zheng Yang, Haifeng Liu, 2016, Neurocomputing.

Complementary Projection Hashing

Xuelong Li, Yao Hu, Zhongming Jin, 2013, 2013 IEEE International Conference on Computer Vision.

Improving Collaborative Recommendation via User-Item Subgroups

Chun Chen, Jiajun Bu, Bin Xu, 2016, IEEE Transactions on Knowledge and Data Engineering.

Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning

Deng Cai, Haifeng Liu, Yu Zhu, 2018, IEEE Transactions on Knowledge and Data Engineering.

Unsupervised document summarization from data reconstruction perspective

Chun Chen, Jiajun Bu, Deng Cai, 2015, Neurocomputing.

Weakly-Supervised Deep Learning for Customer Review Sentiment Classification

Yi Zheng, Deng Cai, Shulong Tan, 2016, IJCAI.

Document Summarization Based on Data Reconstruction

Chun Chen, Jiajun Bu, Deng Cai, 2012, AAAI.

Multi-view based multi-label propagation for image annotation

Chun Chen, Jiajun Bu, Ping Li, 2015, Neurocomputing.

VIPS: a Vision-based Page Segmentation Algorithm

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2003 .

SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis

Jiawei Han, Deng Cai, Xiaofei He, 2008, IEEE Transactions on Knowledge and Data Engineering.

Locality preserving indexing for document representation

Wei-Ying Ma, Deng Cai, Xiaofei He, 2004, SIGIR '04.

Learning a Maximum Margin Subspace for Image Retrieval

Jiawei Han, Deng Cai, Xiaofei He, 2008, IEEE Transactions on Knowledge and Data Engineering.

A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition

Chun Chen, Deng Cai, Jiemi Zhang, 2012, ECCV.

Statistical and computational analysis of locality preserving projection

Deng Cai, Xiaofei He, Wanli Min, 2005, ICML.

Spectral regression: a unified subspace learning framework for content-based image retrieval

Jiawei Han, Deng Cai, Xiaofei He, 2007, ACM Multimedia.

Document recommendation in social tagging services

Chun Chen, Jiajun Bu, Kun Yang, 2010, WWW '10.

Accelerated Sparse Linear Regression via Random Projection

Rong Jin, Deng Cai, Xiaofei He, 2016, AAAI.

Xinlei Chen, Cheng Li, Deng Cai, 2012, IScIDE.

MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension pdf

Deng Cai, Xiaofei He, Zhou Zhao, 2017, ArXiv.

Sparse concept coding for visual analysis

Hujun Bao, Deng Cai, Xiaofei He, 2011, CVPR 2011.

Improving pseudo-relevance feedback in web information retrieval using web page segmentation

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2003, WWW '03.

Question-Driven Purchasing Propensity Analysis for Recommendation

Deng Cai, Guangyue Lu, Ziyu Guan, 2020, AAAI.

PixelLink: Detecting Scene Text via Instance Segmentation pdf

Xuelong Li, Deng Cai, Haifeng Liu, 2018, AAAI.

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory pdf

Shuming Shi, Wai Lam, Yan Wang, 2018, NAACL.

Active subspace learning

Deng Cai, Xiaofei He, 2009, 2009 IEEE 12th International Conference on Computer Vision.

Discriminate and Reconstruct: Learning from Language Model to Answer Keyword Questions

Deng Cai, Boyuan Pan, Yueting Zhuang, 2019, 2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI).

Learning to Caricature via Semantic Shape Transform pdf

Deng Cai, Ming-Hsuan Yang, Yi-Hsuan Tsai, 2020, International Journal of Computer Vision.

Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection pdf

Yan Wang, Shuming Shi, Deng Cai, 2020, ArXiv.

Translating a Math Word Problem to a Expression Tree

Yan Wang, Deng Cai, Lei Wang, 2018, EMNLP.

Locality Sensitive Discriminant Analysis

Kun Zhou, Hujun Bao, Jiawei Han, 2007, IJCAI.

Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition

Yue Gao, Luming Zhang, Deng Cai, 2014, IEEE Transactions on Cybernetics.

Dial2Desc: End-to-end Dialogue Description Generation pdf

Yan Liu, Deng Cai, Zhou Zhao, 2018, ArXiv.

Constrained Concept Factorization for Image Representation

Zhaohui Wu, Deng Cai, Haifeng Liu, 2014, IEEE Transactions on Cybernetics.

Iterative Multi-View Hashing for Cross Media Indexing

Yao Hu, Zhongming Jin, Deng Cai, 2014, ACM Multimedia.

Non-Negative Matrix Factorization with Sinkhorn Distance

Xuelong Li, Deng Cai, Xiaofei He, 2016, IJCAI.

Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework pdf

Deng Cai, Minghao Chen, Zhengxu Yu, 2020, ArXiv.

Parallel Field Ranking

Jiawei Han, Deng Cai, Xiaofei He, 2012, TKDD.

Device-Aware Rule Recommendation for the Internet of Things

Jiajun Bu, Deng Cai, Xin Guo, 2018, CIKM.

Clustering and searching WWW images using link and page layout analysis

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2007, TOMCCAP.

Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction pdf

Jieping Ye, Deng Cai, Xiaofei He, 2016, ICML.

Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport pdf

Yan Wang, Shuming Shi, Deng Cai, 2020, ArXiv.

Unifying the Video and Question Attentions for Open-Ended Video Question Answering

Deng Cai, Zhou Zhao, Hongyang Xue, 2017, IEEE Transactions on Image Processing.

Orthogonal Projective Sparse Coding for image representation

Zheng Liu, Deng Cai, Ziyu Guan, 2016, Neurocomputing.

Stereo Matching by Joint Energy Minimization pdf

Deng Cai, Hongyang Xue, 2016, ArXiv.

Query-Biased Self-Attentive Network for Query-Focused Video Summarization

Zijian Zhang, Zhou Zhao, Deng Cai, 2020, IEEE Transactions on Image Processing.

Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment

Xin Zhou, Deng Cai, Rui Wang, 2020, SIGIR.

Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph

Deng Cai, Cong Fu, Chao Xiang, 2017, Proc. VLDB Endow..

Isometric Projection

Jiawei Han, Deng Cai, Xiaofei He, 2007, AAAI.

Subspace Learning Based on Tensor Analysis

Jiawei Han, Deng Cai, Xiaofei He, 2005 .

Which to View: Personalized Prioritization for Broadcast Emails

Deng Cai, Martin Ester, Yu Zhu, 2016, WWW.

Link Prediction via Ranking Metric Dual-Level Attention Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2017, IJCAI.

Deep feature based contextual model for object detection

Deng Cai, Wenqing Chu, Deng Cai, 2016, Neurocomputing.

Search web images using objects, backgrounds and conditions

Deng Cai, Jiemi Zhang, Chenxia Wu, 2012, ACM Multimedia.

Speed up kernel discriminant analysis

Jiawei Han, Deng Cai, Xiaofei He, 2011, The VLDB Journal.

Apparel-Invariant Feature Learning for Person Re-Identification pdf

Xian-Sheng Hua, Zhongming Jin, Deng Cai, 2020, IEEE Transactions on Multimedia.

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach

Nicu Sebe, Deng Cai, Xavier Alameda-Pineda, 2020, ACM Multimedia.

AMR Parsing via Graph-Sequence Iterative Inference

Wai Lam, Deng Cai, Wai Lam, 2020, ACL.

Efficient manifold ranking for image retrieval

Chun Chen, Jiajun Bu, Wei Liu, 2011, SIGIR.

Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism

Deng Cai, Xiaofei He, Wei Qian, 2018, IJCAI.

Localizing Unseen Activities in Video via Image Query

Deng Cai, Zhou Zhao, Jingkuan Song, 2019, IJCAI.

Chinese Word Segmentation: Another Decade Review (2007-2017) pdf

Hai Zhao, Changning Huang, Deng Cai, 2019, ArXiv.

Active Learning Based on Locally Linear Reconstruction

Chun Chen, Jiajun Bu, Thomas S. Huang, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy pdf

Yan Wang, Nigel Collier, Deng Cai, 2020, ArXiv.

Domain Adaptation for Semantic Segmentation With Maximum Squares Loss

Deng Cai, Hongyang Xue, Minghao Chen, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Unsupervised feature selection for multi-cluster data

Deng Cai, Xiaofei He, Chiyuan Zhang, 2010, KDD.

Xinlei Chen, Cheng Li, Deng Cai, 2014, Neurocomputing.

SplitNet: Divide and Co-training pdf

Deng Cai, Yangsheng Xu, Tin Lun Lam, 2020, ArXiv.

MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification

Xian-Sheng Hua, Jianqiang Huang, Zhongming Jin, 2020, IJCAI.

Graph Regularized Feature Selection with Data Reconstruction

Yueting Zhuang, Wilfred Ng, Deng Cai, 2016, IEEE Transactions on Knowledge and Data Engineering.

Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds pdf

Deng Cai, Wenxiao Wang, Zheng Yang, 2020, ArXiv.

Non-negative Matrix Factorization on Manifold

Jiawei Han, Deng Cai, Xiaofei He, 2008, 2008 Eighth IEEE International Conference on Data Mining.

Learning a Spatially Smooth Subspace for Face Recognition

Yuxiao Hu, Jiawei Han, Thomas S. Huang, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Random Projection with Filtering for Nearly Duplicate Search

Rong Jin, Deng Cai, Xiaofei He, 2012, AAAI.

Spherical Knowledge Distillation pdf

Deng Cai, Xiaofei He, Yao Hu, 2020, ArXiv.

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion

Xuelong Li, Yao Hu, Deng Cai, 2016, ACM Trans. Multim. Comput. Commun. Appl..

Video Question Answering via Hierarchical Dual-Level Attention Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2017, ACM Multimedia.

Compressed Hashing

Xuelong Li, Rong Jin, Shuicheng Yan, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems

Jiajun Bu, Deng Cai, Martin Ester, 2014, AAAI.

Weakly-Supervised Caricature Face Parsing Through Domain Adaptation

Deng Cai, Ming-Hsuan Yang, Yi-Hsuan Tsai, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Semi-supervised Discriminant Analysis

Jiawei Han, Deng Cai, Xiaofei He, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference

Yueting Zhuang, Deng Cai, Xiaofei He, 2018, ACL.

Adversarial Mutual Information for Text Generation pdf

Zhongming Jin, Deng Cai, Boyuan Pan, 2020, ICML.

Modeling hidden topics on document manifold

Jiawei Han, Deng Cai, ChengXiang Zhai, 2008, CIKM '08.

Locality preserving clustering for image database

Wei-Ying Ma, Xin Zheng, Xueyin Lin, 2004, MULTIMEDIA '04.

Long-Form Video Question Answering via Dynamic Hierarchical Reinforced Networks

Jun Yu, Xiaohui Yan, Zhu Zhang, 2019, IEEE Transactions on Image Processing.

User Preference Learning for Online Social Recommendation

Yueting Zhuang, Hanqing Lu, Deng Cai, 2016, IEEE Transactions on Knowledge and Data Engineering.

Organizing WWW images based on the analysis of page layout and Web link structure

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

On efficiently finding reverse k-nearest neighbors over uncertain graphs

Gang Chen, Yunjun Gao, Deng Cai, 2017, The VLDB Journal.

Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction

Zijian Zhang, Zhijie Lin, Zhou Zhao, 2020, IEEE Transactions on Image Processing.

Improving Semantic Segmentation via Dilated Affinity pdf

Deng Cai, Shuai Zhao, Boxi Wu, 2019, ArXiv.

Cross domain recommendation based on multi-type media fusion

Chun Chen, Jiajun Bu, Deng Cai, 2014, Neurocomputing.

Graph Regularized Sparse Coding for Image Representation

Chun Chen, Jiajun Bu, Deng Cai, 2011, IEEE Transactions on Image Processing.

Relational Multi-Manifold Co-Clustering pdf

Chun Chen, Jiajun Bu, Deng Cai, 2016, ArXiv.

Partial Feature Decorrelation for Non-I.I.D Image classification.

Zhongming Jin, Deng Cai, Zhengxu Yu, 2020 .

Large Scale Spectral Clustering with Landmark-Based Representation

Xinlei Chen, Deng Cai, Xinlei Chen, 2011, AAAI.

PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module pdf

Deng Cai, Zhengxu Yu, Xiaofei He, 2019, AAAI.

Dialogue Response Selection with Hierarchical Curriculum Learning pdf

Yan Wang, Shuming Shi, Nigel Collier, 2020, ArXiv.

Stable Learning via Self-supervised Invariant Risk Minimization

Pengfei Wang, Xian-Sheng Hua, Zhongming Jin, 2020 .

Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization

Yueting Zhuang, Hanqing Lu, Deng Cai, 2016, ACM Multimedia.

Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks

Zhou Yu, Jun Yu, Yueting Zhuang, 2018, IJCAI.

Decouple co-adaptation: Classifier randomization for person re-identification

Xian-Sheng Hua, Zhongming Jin, Deng Cai, 2020, Neurocomputing.

Progressive Transfer Learning for Person Re-identification

Xian-Sheng Hua, Jianqiang Huang, Zhongming Jin, 2019, IJCAI.

Mapping Users across Networks by Manifold Alignment on Hypergraph

Chun Chen, Jiajun Bu, Deng Cai, 2014, AAAI.

Atom Decomposition Based Subgradient Descent for matrix classification

Yao Hu, Deng Cai, Haifeng Liu, 2016, Neurocomputing.

An algorithm for semi-supervised learning in image retrieval

Ke Lu, Deng Cai, Jidong Zhao, 2006, Pattern Recognition.

Relational Multimanifold Coclustering

Chun Chen, Jiajun Bu, Ping Li, 2013, IEEE Transactions on Cybernetics.

Manifold optimal experimental design via dependence maximization for active learning

Chun Chen, Jiajun Bu, Ping Li, 2014, Neurocomputing.

LookCom: Learning Optimal Network for Community Detection

Deng Cai, Minnan Luo, Jundong Li, 2022, IEEE Transactions on Knowledge and Data Engineering.

Smarnet: Teaching Machines to Read and Comprehend Like Human pdf

Deng Cai, Xiaofei He, Zhou Zhao, 2017, ArXiv.

Fast Approximate Nearest Neighbor Search With Navigating Spreading-out Graphs pdf

Deng Cai, Cong Fu, Changxu Wang, 2017, ArXiv.

Extracting Content Structure for Web Pages Based on Visual Representation

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2003, APWeb.

Microblog Sentiment Classification via Recurrent Random Walk Network Learning

Yueting Zhuang, Hanqing Lu, Deng Cai, 2017, IJCAI.

Sparse Learning with Stochastic Composite Optimization

Xuelong Li, Rong Jin, Zhongming Jin, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Neighborhood preserving embedding

Shuicheng Yan, Deng Cai, Xiaofei He, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Spatiotemporal Multi-Task Network for Human Activity Understanding

Chang Zhou, Jianqiang Huang, Deng Cai, 2017, ACM Multimedia.

Semi-supervised topic modeling for image annotation

Hujun Bao, Yuan Zhou, Deng Cai, 2009, MM '09.

Metric learning with two-dimensional smoothness for visual analysis

Xinlei Chen, Deng Cai, Haifeng Liu, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU

Yu Gong, Deng Cai, Qingwen Liu, 2019, CIKM.

AdaDB: An adaptive gradient method with data-dependent bound

Deng Cai, Liu Yang, Deng Cai, 2021, Neurocomputing.

Extensions to Self-Taught Hashing: Kernelisation and Supervision

Deng Cai, Dell Zhang, Jun Wang, 2010 .

Active learning on manifolds

Cheng Li, Deng Cai, Haifeng Liu, 2014, Neurocomputing.

Stacked Similarity-Aware Autoencoders

Deng Cai, Wenqing Chu, Deng Cai, 2017, IJCAI.

Social-Aware Movie Recommendation via Multimodal Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2018, IEEE Transactions on Multimedia.

Deep Rotation Equivariant Network

Deng Cai, Haifeng Liu, Junying Li, 2017, Neurocomputing.

On the Diversity of Realistic Image Synthesis pdf

Deng Cai, Haifeng Liu, Zichen Yang, 2017, ArXiv.

Opinions matter: a general approach to user profile modeling for contextual suggestion

Deng Cai, Hongning Wang, Hui Fang, 2015, Information Retrieval Journal.

Hierarchical clustering of WWW image search results using visual, textual and link information

Wei-Ying Ma, Ji-Rong Wen, Deng Cai, 2004, MULTIMEDIA '04.

Charge-Based Prison Term Prediction with Deep Gating Network pdf

Deng Cai, Yadong Ding, Wei Dai, 2019, EMNLP.

Mining hidden community in heterogeneous social networks

Jiawei Han, Deng Cai, Xiaofei He, 2005, LinkKDD '05.

Harmonious Hashing

Chun Chen, Jiajun Bu, Deng Cai, 2013, IJCAI.

A Brand-level Ranking System with the Customized Attention-GRU Model

Deng Cai, Yu Zhu, Jie Hou, 2018, IJCAI.

Probabilistic dyadic data analysis with local and global consistency

Deng Cai, Xiaofei He, Xuanhui Wang, 2009, ICML '09.

Fast and Accurate Neural Word Segmentation for Chinese

Hai Zhao, Yongjian Wu, Feiyue Huang, 2017, ACL.

Laplacian Score for Feature Selection

Deng Cai, Xiaofei He, Partha Niyogi, 2005, NIPS.

Heterogeneous hypergraph embedding for document recommendation

Deng Cai, Xiaofei He, Shulong Tan, 2016, Neurocomputing.

Unsupervised face-name association via commute distance

Chun Chen, Jiajun Bu, Deng Cai, 2012, ACM Multimedia.

Dialogue Act Recognition via CRF-Attentive Structured Network

Deng Cai, Xiaofei He, Zhou Zhao, 2017, SIGIR.

Convex experimental design using manifold structure for image retrieval

Chun Chen, Jiajun Bu, Deng Cai, 2009, MM '09.

Bi-Decoder Augmented Network for Neural Machine Translation

Zhou Zhao, Deng Cai, Boyuan Pan, 2020, Neurocomputing.

Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion

Yao Hu, Zhongming Jin, Debing Zhang, 2014, IEEE Transactions on Cybernetics.

Spectral Regression: A Unified Approach for Sparse Subspace Learning

Jiawei Han, Deng Cai, Xiaofei He, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Self-taught hashing for fast similarity search pdf

Jun Wang, Deng Cai, Dell Zhang, 2010, SIGIR.

Image clustering with tensor representation

Jiawei Han, Deng Cai, Xiaofei He, 2005, ACM Multimedia.

On the Diversity of Conditional Image Synthesis With Semantic Layouts

Deng Cai, Haifeng Liu, Zichen Yang, 2019, IEEE Transactions on Image Processing.

COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning pdf

Deng Cai, Xiaofei He, Cong Fu, 2019, IJCAI.

Online robust principal component analysis via truncated nuclear norm regularization

Yao Hu, Deng Cai, Xiaofei He, 2016, Neurocomputing.

Textually Guided Ranking Network for Attentional Image Retweet Modeling pdf

Jun Yu, Deng Cai, Zhou Zhao, 2018, ArXiv.

Narrative Incoherence Detection pdf

Wai Lam, Deng Cai, Bill Dolan, 2020, ArXiv.

Co-Occurrence-Based Diffusion for Expert Search on the Web

Deng Cai, Xifeng Yan, Ziyu Guan, 2013, IEEE Transactions on Knowledge and Data Engineering.

Video Question Answering via Hierarchical Spatio-Temporal Attention Networks

Yueting Zhuang, Deng Cai, Xiaofei He, 2017, IJCAI.

Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction

Deng Cai, Deng Cai, 2015, IJCAI.

Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning pdf

Deng Cai, Zhou Zhao, Zheqian Chen, 2016, ArXiv.

Multi-Turn Video Question Answering via Hierarchical Attention Context Reinforced Networks

Deng Cai, Zhou Zhao, Xinghua Jiang, 2019, IEEE Transactions on Image Processing.

Dual Graph for Traffic Forecasting

Xian-Sheng Hua, Zhongming Jin, Deng Cai, 2019, IEEE Access.

A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing

Yao Hu, Zhongming Jin, Debing Zhang, 2013, IJCAI.

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, Hong Chang, 2017, Neurocomputing.

Variational inference with graph regularization for image annotation

Yuan Zhou, Deng Cai, Yuanlong Shao, 2011, TIST.

Stereo Matching by Joint Global and Local Energy Minimization

Deng Cai, Hongyang Xue, 2016 .

Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning

Chun Chen, Jiajun Bu, Deng Cai, 2013, IEEE Transactions on Knowledge and Data Engineering.

Event Recovery by Faster Truncated Nuclear Norm Minimization

Yao Hu, Debing Zhang, Deng Cai, 2015, IScIDE.

Learning Graph-Level Representation for Drug Discovery pdf

Deng Cai, Xiaofei He, Junying Li, 2017, ArXiv.

Language Style Transfer from Sentences with Arbitrary Unknown Styles pdf

Kewei Tu, Shuming Shi, Deng Cai, 2018, ArXiv.

Large Scale Spectral Clustering Via Landmark-Based Sparse Representation

Xinlei Chen, Deng Cai, Xinlei Chen, 2015, IEEE Transactions on Cybernetics.

Subspace learning via Locally Constrained A-optimal nonnegative projection

Chun Chen, Jiajun Bu, Ping Li, 2013, Neurocomputing.

Topic modeling with network regularization

Deng Cai, ChengXiang Zhai, Qiaozhu Mei, 2008, WWW.

Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation

Yi Yang, Rongrong Ji, Chun Chen, 2014, Expert Syst. Appl..

RESA: Recurrent Feature-Shift Aggregator for Lane Detection pdf

Deng Cai, Yi Zhang, Hao Fang, 2020, AAAI.

Distributed Representations of Expertise

Deng Cai, Shulong Tan, Mudhakar Srivatsa, 2016, SDM.

Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery

Yao Hu, Deng Cai, Xiaofei He, 2013, IScIDE.

Sparse Projections over Graph

Jiawei Han, Deng Cai, Xiaofei He, 2008, AAAI.

Community Mining from Multi-relational Networks

Jiawei Han, Deng Cai, Xiaofei He, 2005, PKDD.

Spectral Regression for Efficient Regularized Subspace Learning

Jiawei Han, Deng Cai, Xiaofei He, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Do Wider Neural Networks Really Help Adversarial Robustness?

Deng Cai, Xiaofei He, Jinghui Chen, 2020 .

Treelets Binary Feature Retrieval for Fast Keypoint Recognition

Chun Chen, Deng Cai, Jianke Zhu, 2015, IEEE Transactions on Cybernetics.

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning

Huimin Zhang, Zhou Zhao, Deng Cai, 2016, WWW.

Does Network Width Really Help Adversarial Robustness? pdf

Deng Cai, Xiaofei He, Jinghui Chen, 2020, ArXiv.

Adversarial-Learned Loss for Domain Adaptation

Deng Cai, Minghao Chen, Shuai Zhao, 2020, AAAI.

Reverse Top-k Geo-Social Keyword Queries in Road Networks

Gang Chen, Yunjun Gao, Christian S. Jensen, 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).

Density Sensitive Hashing

Deng Cai, Cheng Li, Yue Lin, 2012, IEEE Transactions on Cybernetics.

LAMP: Label Augmented Multimodal Pretraining pdf

Deng Cai, Yao Hu, Chen Zhu, 2020, ArXiv.

A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval pdf

Deng Cai, Xiuye Gu, Chaoqi Wang, 2017, ArXiv.

Constrained Low-Rank Learning Using Least Squares-Based Regularization

Meng Wang, Luming Zhang, Jun Yu, 2016, IEEE Transactions on Cybernetics.

Efficient Kernel Discriminant Analysis via Spectral Regression

Jiawei Han, Deng Cai, Xiaofei He, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

A Minimax Game for Instance based Selective Transfer Learning

Yu Gong, Bo Wang, Deng Cai, 2019, KDD.

A Geometric Perspective on Dimensionality Reduction

Jiawei Han, Deng Cai, Xiaofei He, 2009, SDM 2009.

Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation

Deng Cai, Yao Hu, Xiaofei He, 2020 .

Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification

Deng Cai, Minghao Chen, Haifeng Liu, 2021, IEEE Transactions on Image Processing.

ES-Net: Erasing Salient Parts to Learn More in Re-Identification

Deng Cai, Xiaofei He, Hao Feng, 2020, IEEE Transactions on Image Processing.

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications

Deng Cai, Jun Huang, Minghui Qiu, 2020, CIKM.

RESA: Recurrent Feature-Shift Aggregator for Lane Detection

Deng Cai, Yi Zhang, Haifeng Liu, 2021, AAAI.

Self-supervised attention flow for dialogue state tracking

Deng Cai, Boyuan Pan, Bo Li, 2021, Neurocomputing.

Visualizing large-scale high-dimensional data via hierarchical embedding of KNN graphs

Deng Cai, Wei Chen, Xiangyang Wu, 2021, Visual Informatics.

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification pdf

Deng Cai, Chao Xiang, Yang Liu, 2021, ArXiv.

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework

Deng Cai, Long Chen, Minghao Chen, 2021, ICML.

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering pdf

Wai Lam, Deng Cai, Weiwen Xu, 2021, FINDINGS.

Non-Autoregressive Text Generation with Pre-trained Language Models

Yan Wang, Nigel Collier, Piji Li, 2021, EACL.

Assessing Dialogue Systems with Distribution Distances

Lemao Liu, Deng Cai, Defu Lian, 2021, FINDINGS.

Characterization of Image Space of Shannon Wavelet Transform

Deng Cai, 2003 .

A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions

Chun Chen, Jiajun Bu, Deng Cai, 2012, AAAI.

SRDA: An Efficient Algorithm for Large-Scale

Jiawei Han, Deng Cai, Jiawei Han, 2008 .

Learning with Tensor Representation

Jiawei Han, Deng Cai, Xiaofei He, 2006 .