
Xiaofei He 0001
Person information
- affiliation: Zhejiang University, State Key Lab of CAD&CG, China
- affiliation (PhD 2005): University of Chicago, IL, USA
Other persons with the same name
- Xiaofei He 0002
— Xi'an Jiaotong University, School of Electronic and Information Engineering, China
- Xiaofei He 0003
— Jiangsu University, Zhenjiang, China
- Xiaofei He 0004 — Jishou University, College of Mathematics and Computer Science, China (and 1 more)
- Xiaofei He 0005 — Sichuan University, West China Hospital, Department of Neurology, Chengdu, China
- Xiaofei He 0006 — University of Iowa, Department of Mechanical and Industrial Engineering, Iowa City, IA, USA
- Xiaofei He 0007 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
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2020 – today
- 2020
- [j78]Long Wei
, Zhenyong Wei, Zhongming Jin, Qianxiao Wei, Jianqiang Huang, Xian-Sheng Hua, Deng Cai, Xiaofei He:
Decouple co-adaptation: Classifier randomization for person re-identification. Neurocomputing 383: 1-9 (2020) - [j77]Yaming Yang, Hongmin Liu, Ziyu Guan, Xiaofei He, Gaoliang Liu:
CoHomo: A cluster-attribute correlation aware graph clustering framework. Neurocomputing 412: 327-338 (2020) - [j76]Long Wei
, Zhenyong Wei, Zhongming Jin, Zhengxu Yu
, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
SIF: Self-Inspirited Feature Learning for Person Re-Identification. IEEE Trans. Image Process. 29: 4942-4951 (2020) - [j75]Yu Yang
, Xiangbo Mao, Jian Pei, Xiaofei He:
Continuous Influence Maximization. ACM Trans. Knowl. Discov. Data 14(3): 29:1-29:38 (2020) - [j74]Wei Zhao
, Ziyu Guan
, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang
, Xiaofei He:
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. IEEE Trans. Knowl. Data Eng. 32(6): 1092-1103 (2020) - [c112]Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He:
PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module. AAAI 2020: 12460-12467 - [c111]Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification. IJCAI 2020: 2491-2497 - [i21]Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua:
Stable Learning via Causality-based Feature Rectification. CoRR abs/2007.15241 (2020) - [i20]Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. CoRR abs/2008.06181 (2020) - [i19]Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu:
Does Network Width Really Help Adversarial Robustness? CoRR abs/2010.01279 (2020) - [i18]Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai:
Spherical Knowledge Distillation. CoRR abs/2010.07485 (2020) - [i17]Jia Guo, Chen Zhu, Yilun Zhao, Heda Wang, Yao Hu, Xiaofei He, Deng Cai:
LAMP: Label Augmented Multimodal Pretraining. CoRR abs/2012.04446 (2020)
2010 – 2019
- 2019
- [j73]Bin Hong, Weizhong Zhang, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. J. Mach. Learn. Res. 20: 121:1-121:39 (2019) - [j72]Minkyu Kim
, Abinash Mohanty
, Deepak Kadetotad
, Luning Wei, Xiaofei He, Yu Cao, Jae-sun Seo
:
A Real-Time 17-Scale Object Detection Accelerator With Adaptive 2000-Stage Classification in 65 nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(10): 3843-3853 (2019) - [c110]Yang Liu, Jishun Guo, Deng Cai, Xiaofei He:
Attribute Attention for Semantic Disambiguation in Zero-Shot Learning. ICCV 2019: 6697-6706 - [c109]Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He:
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. IJCAI 2019: 3785-3791 - [c108]Zhengxu Yu
, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Progressive Transfer Learning for Person Re-identification. IJCAI 2019: 4220-4226 - [c107]Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He:
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. IJCAI 2019: 4383-4389 - [c106]Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He:
IntentGC: A Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. KDD 2019: 2347-2357 - [i16]Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He:
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. CoRR abs/1906.10337 (2019) - [i15]Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He:
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. CoRR abs/1906.12158 (2019) - [i14]Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. CoRR abs/1907.09692 (2019) - [i13]Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He:
IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. CoRR abs/1907.12377 (2019) - [i12]Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. CoRR abs/1908.01816 (2019) - [i11]Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua:
Progressive Transfer Learning for Person Re-identification. CoRR abs/1908.02492 (2019) - [i10]Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He:
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module. CoRR abs/1911.06084 (2019) - 2018
- [j71]Ge Wen, Huaguan Chen, Deng Cai
, Xiaofei He:
Improving face recognition with domain adaptation. Neurocomputing 287: 45-51 (2018) - [j70]Kuoliang Wu
, Deng Cai, Xiaofei He:
Multi-label active learning based on submodular functions. Neurocomputing 313: 436-442 (2018) - [j69]Ge Wen, Yi Mao, Deng Cai, Xiaofei He:
Split-Net: Improving face recognition in one forwarding operation. Neurocomputing 314: 94-100 (2018) - [j68]Xiantong Zhen
, Mengyang Yu, Xiaofei He, Shuo Li
:
Multi-Target Regression via Robust Low-Rank Learning. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 497-504 (2018) - [j67]Peng Chen
, Yuanjie Dang, Ronghua Liang, Wei Zhu, Xiaofei He:
Real-Time Object Tracking on a Drone With Multi-Inertial Sensing Data. IEEE Trans. Intell. Transp. Syst. 19(1): 131-139 (2018) - [j66]Wei Zhao
, Ziyu Guan
, Long Chen
, Xiaofei He, Deng Cai
, Beidou Wang
, Quan Wang
:
Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 30(1): 185-197 (2018) - [j65]Weizhong Zhang
, Tingjin Luo, Shuang Qiu, Jieping Ye, Deng Cai
, Xiaofei He, Jie Wang:
Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks. IEEE Trans. Knowl. Data Eng. 30(11): 2145-2156 (2018) - [j64]Zhou Zhao
, Qifan Yang, Hanqing Lu, Tim Weninger, Deng Cai, Xiaofei He, Yueting Zhuang:
Social-Aware Movie Recommendation via Multimodal Network Learning. IEEE Trans. Multim. 20(2): 430-440 (2018) - [j63]Zechao Li
, Jinhui Tang
, Xiaofei He:
Robust Structured Nonnegative Matrix Factorization for Image Representation. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1947-1960 (2018) - [c105]Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. ACL (1) 2018: 989-999 - [c104]Zhou Zhao, Lingtao Meng, Jun Xiao, Min Yang, Fei Wu, Deng Cai, Xiaofei He, Yueting Zhuang:
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning. IJCAI 2018: 3184-3190 - [c103]Zhou Zhao, Xinghua Jiang, Deng Cai, Jun Xiao, Xiaofei He, Shiliang Pu:
Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network. IJCAI 2018: 3690-3696 - [c102]Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He:
Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. IJCAI 2018: 4286-4292 - [c101]Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He:
Deep Reinforcement Learning for Sponsored Search Real-time Bidding. KDD 2018: 1021-1030 - [c100]Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He:
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. NeurIPS 2018: 6095-6105 - [c99]Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He:
Dialogue Act Recognition via CRF-Attentive Structured Network. SIGIR 2018: 225-234 - [i9]Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He:
Deep Reinforcement Learning for Sponsored Search Real-time Bidding. CoRR abs/1803.00259 (2018) - 2017
- [j62]Weizhong Zhang
, Lijun Zhang, Zhongming Jin, Rong Jin, Deng Cai, Xuelong Li
, Ronghua Liang, Xiaofei He:
Sparse Learning with Stochastic Composite Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 39(6): 1223-1236 (2017) - [c98]Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang:
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning. AAAI 2017: 3532-3539 - [c97]Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo:
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ASP-DAC 2017: 21-22 - [c96]Weizhong Zhang, Bin Hong, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. ICML 2017: 4016-4025 - [c95]Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He:
Robust Asymmetric Bayesian Adaptive Matrix Factorization. IJCAI 2017: 1760-1766 - [c94]Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang:
Video Question Answering via Hierarchical Spatio-Temporal Attention Networks. IJCAI 2017: 3518-3524 - [c93]Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang:
Link Prediction via Ranking Metric Dual-Level Attention Network Learning. IJCAI 2017: 3525-3531 - [c92]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
Microblog Sentiment Classification via Recurrent Random Walk Network Learning. IJCAI 2017: 3532-3538 - [c91]Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo:
A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ISCAS 2017: 1-4 - [c90]Zhou Zhao, Jinghao Lin, Xinghua Jiang, Deng Cai, Xiaofei He, Yueting Zhuang:
Video Question Answering via Hierarchical Dual-Level Attention Network Learning. ACM Multimedia 2017: 1050-1058 - [i8]Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He:
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. CoRR abs/1707.09098 (2017) - [i7]Junying Li, Deng Cai, Xiaofei He:
Learning Graph-Level Representation for Drug Discovery. CoRR abs/1709.03741 (2017) - [i6]Zheqian Chen, Rongqin Yang, Bin Cao, Zhou Zhao, Deng Cai, Xiaofei He:
Smarnet: Teaching Machines to Read and Comprehend Like Human. CoRR abs/1710.02772 (2017) - [i5]Boyuan Pan, Hao Li, Zhou Zhao, Deng Cai, Xiaofei He:
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. CoRR abs/1711.00179 (2017) - [i4]Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He:
Dialogue Act Recognition via CRF-Attentive Structured Network. CoRR abs/1711.05568 (2017) - 2016
- [j61]Bin Hong, Long Wei, Yao Hu, Deng Cai, Xiaofei He:
Online robust principal component analysis via truncated nuclear norm regularization. Neurocomputing 175: 216-222 (2016) - [j60]Hongyang Xue, Yao Liu, Deng Cai, Xiaofei He:
Tracking people in RGBD videos using deep learning and motion clues. Neurocomputing 204: 70-76 (2016) - [j59]Yu Zhu, Ziyu Guan, Shulong Tan, Haifeng Liu, Deng Cai, Xiaofei He:
Heterogeneous hypergraph embedding for document recommendation. Neurocomputing 216: 150-162 (2016) - [j58]Xiaofei He, Chiyuan Zhang, Lijun Zhang, Xuelong Li
:
A-Optimal Projection for Image Representation. IEEE Trans. Pattern Anal. Mach. Intell. 38(5): 1009-1015 (2016) - [j57]Mengyang Yu, Ling Shao
, Xiantong Zhen, Xiaofei He:
Local Feature Discriminant Projection. IEEE Trans. Pattern Anal. Mach. Intell. 38(9): 1908-1914 (2016) - [j56]Haoran Liang, Ronghua Liang, Mingli Song, Xiaofei He:
Coupled Dictionary Learning for the Detail-Enhanced Synthesis of 3-D Facial Expressions. IEEE Trans. Cybern. 46(4): 890-901 (2016) - [j55]Zhou Zhao, Xiaofei He, Deng Cai, Lijun Zhang, Wilfred Ng, Yueting Zhuang:
Graph Regularized Feature Selection with Data Reconstruction. IEEE Trans. Knowl. Data Eng. 28(3): 689-700 (2016) - [j54]Jiajun Bu, Xin Shen, Bin Xu, Chun Chen, Xiaofei He, Deng Cai
:
Improving Collaborative Recommendation via User-Item Subgroups. IEEE Trans. Knowl. Data Eng. 28(9): 2363-2375 (2016) - [j53]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
User Preference Learning for Online Social Recommendation. IEEE Trans. Knowl. Data Eng. 28(9): 2522-2534 (2016) - [j52]Yao Hu, Chen Zhao, Deng Cai, Xiaofei He, Xuelong Li
:
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion. ACM Trans. Multim. Comput. Commun. Appl. 12(3): 43:1-43:25 (2016) - [c89]Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He:
Accelerated Sparse Linear Regression via Random Projection. AAAI 2016: 2337-2343 - [c88]Wei Qian, Bin Hong, Deng Cai, Xiaofei He, Xuelong Li:
Non-Negative Matrix Factorization with Sinkhorn Distance. IJCAI 2016: 1960-1966 - [c87]Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang:
Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning. IJCAI 2016: 3000-3006 - [c86]Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang:
Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization. ACM Multimedia 2016: 152-156 - [c85]Yu Yang
, Xiangbo Mao, Jian Pei, Xiaofei He:
Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? SIGMOD Conference 2016: 727-741 - [i3]Weizhong Zhang, Bin Hong, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang:
Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction. CoRR abs/1607.06996 (2016) - 2015
- [j51]Yao Hu, Zhongming Jin
, Yi Shi, Debing Zhang, Deng Cai, Xiaofei He:
Large scale multi-class classification with truncated nuclear norm regularization. Neurocomputing 148: 310-317 (2015) - [j50]Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He:
Unsupervised document summarization from data reconstruction perspective. Neurocomputing 157: 356-366 (2015) - [j49]Shibiao Xu, Feihu Zhang, Xiaofei He, Xukun Shen
, Xiaopeng Zhang:
PM-PM: PatchMatch With Potts Model for Object Segmentation and Stereo Matching. IEEE Trans. Image Process. 24(7): 2182-2196 (2015) - [j48]Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li
:
A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. IEEE Trans. Image Process. 24(12): 5302-5314 (2015) - [j47]Bin Xu, Jiajun Bu, Chun Chen, Can Wang, Deng Cai, Xiaofei He:
EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval. IEEE Trans. Knowl. Data Eng. 27(1): 102-114 (2015) - [j46]Zhou Zhao, Lijun Zhang, Xiaofei He, Wilfred Ng:
Expert Finding for Question Answering via Graph Regularized Matrix Completion. IEEE Trans. Knowl. Data Eng. 27(4): 993-1004 (2015) - [j45]Chuan-Xian Ren, Dao-Qing Dai, Xiaofei He, Hong Yan:
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 27(11): 3070-3083 (2015) - [c84]Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang:
Mobile Query Recommendation via Tensor Function Learning. IJCAI 2015: 4084-4090 - [c83]Debing Zhang, Long Wei, Bin Hong, Yao Hu, Deng Cai, Xiaofei He:
Event Recovery by Faster Truncated Nuclear Norm Minimization. IScIDE (2) 2015: 171-180 - [e2]Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang:
Intelligence Science and Big Data Engineering. Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I. Lecture Notes in Computer Science 9242, Springer 2015, ISBN 978-3-319-23987-3 [contents] - [e1]Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang:
Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II. Lecture Notes in Computer Science 9243, Springer 2015, ISBN 978-3-319-23861-6 [contents] - 2014
- [j44]Ji Yang, Bin Xu, Binbin Lin
, Xiaofei He:
Multi-Query Parallel Field Ranking for image retrieval. Neurocomputing 135: 192-202 (2014) - [j43]Xiaofei He, Changyin Sun:
Special issue on advances in intelligence science and intelligent data engineering. Neurocomputing 139: 1-2 (2014) - [j42]Haixia Wang, Qian Kemao
, Ronghua Liang, Huayin Wang, Ming Zhao, Xiaofei He:
Oriented boundary padding for iterative and oriented fringe pattern denoising techniques. Signal Process. 102: 112-121 (2014) - [j41]Zhongming Jin, Debing Zhang, Yao Hu, Shiding Lin, Deng Cai, Xiaofei He:
Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion. IEEE Trans. Cybern. 44(11): 2167-2177 (2014) - [j40]Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He:
Interpreting the Public Sentiment Variations on Twitter. IEEE Trans. Knowl. Data Eng. 26(5): 1158-1170 (2014) - [j39]Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He:
Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 26(9): 2151-2165 (2014) - [j38]Ronghua Liang, Hai Zhuge, Xiaorui Jiang
, Qiang Zeng, Xiaofei He:
Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing. IEEE Trans. Knowl. Data Eng. 26(11): 2803-2817 (2014) - [c82]Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He:
Sparse Learning for Stochastic Composite Optimization. AAAI 2014: 893-900 - [c81]Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye:
Geodesic Distance Function Learning via Heat Flow on Vector Fields. ICML 2014: 145-153 - [c80]Yao Hu, Zhongming Jin, Hongyi Ren
, Deng Cai, Xiaofei He:
Iterative Multi-View Hashing for Cross Media Indexing. ACM Multimedia 2014: 527-536 - [i2]Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye:
Geodesic Distance Function Learning via Heat Flow on Vector Fields. CoRR abs/1405.0133 (2014) - 2013
- [j37]Guanhong Yao, Ke Lu, Xiaofei He:
G-Optimal Feature Selection with Laplacian regularization. Neurocomputing 119: 175-181 (2013) - [j36]Xiaofei He:
Editorial of the Special Issue on Manifold Learning. Int. J. Softw. Informatics 7(3): 357-358 (2013) - [j35]Binbin Lin, Xiaofei He, Chiyuan Zhang, Ming Ji:
Parallel vector field embedding. J. Mach. Learn. Res. 14(1): 2945-2977 (2013) - [j34]Yao Hu, Debing Zhang, Jieping Ye, Xuelong Li
, Xiaofei He:
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 35(9): 2117-2130 (2013) - [j33]Chiyuan Zhang, Xiaofei He:
Image Compression by Learning to Minimize the Total Error. IEEE Trans. Circuits Syst. Video Technol. 23(4): 565-576 (2013) - [j32]Yan Chen, Jiemi Zhang, Deng Cai, Wei Liu, Xiaofei He:
Nonnegative Local Coordinate Factorization for Image Representation. IEEE Trans. Image Process. 22(3): 969-979 (2013) - [j31]Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han:
Parallel Field Ranking. ACM Trans. Knowl. Discov. Data 7(3): 15:1-15:21 (2013) - [c79]Lijun Zhang, Jinfeng Yi, Rong Jin, Ming Lin, Xiaofei He:
Online Kernel Learning with a Near Optimal Sparsity Bound. ICML (3) 2013: 621-629 - [c78]Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He:
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. ICML (3) 2013: 1121-1129 - [c77]Debing Zhang, Genmao Yang, Yao Hu, Zhongming Jin, Deng Cai, Xiaofei He:
A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing. IJCAI 2013: 681-688 - [c76]Yao Hu, Debing Zhang, Zhongming Jin, Deng Cai, Xiaofei He:
Active Learning Based on Local Representation. IJCAI 2013: 1415-1421 - [c75]Bin Xu, Jiajun Bu, Yue Lin, Chun Chen, Xiaofei He, Deng Cai:
Harmonious Hashing. IJCAI 2013: 1820-1826 - [c74]Chuhang Zou, Yao Hu, Deng Cai, Xiaofei He:
Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery. IScIDE 2013: 238-245 - [c73]Xiangbo Mao, Binbin Lin, Deng Cai, Xiaofei He, Jian Pei:
Parallel field alignment for cross media retrieval. ACM Multimedia 2013: 897-906 - [c72]Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang:
A low rank structural large margin method for cross-modal ranking. SIGIR 2013: 433-442 - [c71]Beidou Wang, Can Wang, Jiajun Bu, Chun Chen, Wei Vivian Zhang, Deng Cai, Xiaofei He:
Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems. WWW 2013: 1331-1340 - [i1]Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He:
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. CoRR abs/1304.0740 (2013) - 2012
- [j30]Lijun Zhang, Chun Chen, Jiajun Bu, Xiaofei He:
A Unified Feature and Instance Selection Framework Using Optimum Experimental Design. IEEE Trans. Image Process. 21(5): 2379-2388 (2012) - [j29]Deng Cai, Xiaofei He:
Manifold Adaptive Experimental Design for Text Categorization. IEEE Trans. Knowl. Data Eng. 24(4): 707-719 (2012) - [j28]Jianping Fan, Xiaofei He, Ning Zhou, Jinye Peng, Ramesh C. Jain:
Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection. IEEE Trans. Multim. 14(5): 1414-1428 (2012) - [c70]Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He:
Document Summarization Based on Data Reconstruction. AAAI 2012 - [c69]Yue Lin, Rong Jin, Deng Cai, Xiaofei He:
Random Projection with Filtering for Nearly Duplicate Search. AAAI 2012