论文著作

Publications


Year 2017

Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images.
Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Ji-Rong Wen
IEEE Trans. Geoscience and Remote Sensing 55(7)
A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories.
Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang
CoRR abs/1606.08154
Tracking Matrix Approximation over Distributed Sliding Windows.
Haida Zhang, Zengfeng Huang, Zhewei Wei, Wenjie Zhang, Xuemin Lin
ICDE 2017
Multi-instance dictionary learning via multivariate performance measure optimization.
Jim Jing-Yan Wang, Ivor Wai-Hung Tsang, Xuefeng Cui, Zhiwu Lu, Xin Gao
Pattern Recognition 66
Tweet Timeline Generation with Determinantal Point Processes.
Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Y. Chang, Jianguo Xiao
AAAI 2016
Bayesian Probabilistic Multi-Topic Matrix Factorization for Rating Prediction.
Keqiang Wang, Wayne Xin Zhao, Hongwei Peng, Xiaoling Wang
IJCAI 2016
Learning in high-dimensional multimedia data: the state of the art.
Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu, Jie Shao
Multimedia Syst. 23(3)
A General Multi-Context Embedding Model for Mining Human Trajectory Data.
Ningnan Zhou, Wayne Xin Zhao, Xiao Zhang, Ji-Rong Wen, Shan Wang
IEEE Trans. Knowl. Data Eng. 28(8)
Probabilistic routing using multimodal data.
Shunzhi Zhu, Yan Wang, Shuo Shang, Guang Zhao, Jiye Wang
Neurocomputing 253
Searching Trajectories by Regions of Interest.
Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
IEEE Trans. Knowl. Data Eng. 29(7)
Collective Travel Planning in Spatial Networks.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
ICDE 2017
Discovery of probabilistic nearest neighbors in traffic-aware spatial networks.
Shuo Shang, Shunzhi Zhu, Danhuai Guo, Minhua Lu
World Wide Web 20(5)
Efficiently Answering Technical Questions - A Knowledge Graph Approach.
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen
AAAI 2017
Generating timeline summaries with social media attention.
Wayne Xin Zhao, Ji-Rong Wen, Xiaoming Li
Frontiers of Computer Science 10(4)
Learning Distributed Representations for Recommender Systems with a Network Embedding Approach.
Wayne Xin Zhao, Jin Huang, Ji-Rong Wen
AIRS 2016
A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen
World Wide Web 19(5)
Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li
TKDD 10(3)
A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data.
Wayne Xin Zhao, Ningnan Zhou, Wenhui Zhang, Ji-Rong Wen, Shan Wang, Edward Y. Chang
ACM Trans. Inf. Syst. 35(1)
Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information.
Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li
IEEE Trans. Knowl. Data Eng. 28(5)
Exploring demographic information in social media for product recommendation.
Wayne Xin Zhao, Sui Li, Yulan He, Liwei Wang, Ji-Rong Wen, Xiaoming Li
Knowl. Inf. Syst. 49(1)
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation.
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
AAAI 2017
Generating Query Facets Using Knowledge Bases.
Zhengbao Jiang, Zhicheng Dou, Ji-Rong Wen
IEEE Trans. Knowl. Data Eng. 29(2)
Learning from Weak and Noisy Labels for Semantic Segmentation.
Zhiwu Lu, Zhenyong Fu, Tao Xiang, Peng Han, Liwei Wang, Xin Gao
IEEE Trans. Pattern Anal. Mach. Intell. 39(3)

Year 2016

Finding regions of interest using location based social media.
Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen
Neurocomputing 173
Image classification by visual bag-of-words refinement and reduction.
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
Neurocomputing 173
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach.
Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen
Neurocomputing 195
Prediction-based Unobstructed Route Planning.
Shuo Shang, Danhuai Guo, Jiajun Liu, Ji-Rong Wen
Neurocomputing 213
Enhancing web search with queries of equivalent intents.
Ruihua Song, Dingquan Wang, Jian-Yun Nie, Ji-Rong Wen, Yong Yu
Inf. Retr. Journal 19(6)
Dynamic Shortest Path Monitoring in Spatial Networks.
Shuo Shang, Lisi Chen, Zhewei Wei, Danhuai Guo, Ji-Rong Wen
J. Comput. Sci. Technol. 31(4)
Unsupervised Head-Modifier Detection in Search Queries.
Zhongyuan Wang, Fang Wang, Haixun Wang, Zhirui Hu, Jun Yan, Fangtao Li, Ji-Rong Wen, Zhoujun Li
TKDD 11(2)
Automatically Mining Facets for Queries from Their Search Results.
Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song
IEEE Trans. Knowl. Data Eng. 28(2)
Collective Travel Planning in Spatial Networks.
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
IEEE Trans. Knowl. Data Eng. 28(5)
EIC Editorial.
Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang
IEEE Trans. Knowl. Data Eng. 28(10)
Following the dynamic block on the Web.
Sha Hu, Ji-Rong Wen, Zhicheng Dou, Shuo Shang
World Wide Web 19(6)
Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks.
Shuo Shang, Zhewei Wei, Ji-Rong Wen, Shunzhi Zhu
APWeb (1) 2016
Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks.
Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Kai Zheng, Raja Jurdak
ICDE 2016
Discovering Neighborhood Pattern Queries by sample answers in knowledge base.
Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen
ICDE 2016
RUCIR at NTCIR-12 IMINE-2 Task.
Ming Yue, Zhicheng Dou, Sha Hu, Jinxiu Li, Xiao-Jie Wang, Ji-Rong Wen
NTCIR 2016
Evaluating Search Result Diversity using Intent Hierarchies.
Xiao-Jie Wang, Zhicheng Dou, Tetsuya Sakai, Ji-Rong Wen
SIGIR 2016
Matrix Sketching Over Sliding Windows.
Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen
SIGMOD Conference 2016
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings.
Shaoping Ma, Ji-Rong Wen, Yiqun Liu, Zhicheng Dou, Min Zhang, Yi Chang, Xin Zhao
[contents]
Overview of the NTCIR-12 IMine-2 Task.
Takehiro Yamamoto, Yiqun Liu, Min Zhang, Zhicheng Dou, Ke Zhou, Ilya Markov, Makoto P. Kato, Hiroaki Ohshima, Sumio Fujita
NTCIR 2016
CMsearch: simultaneous exploration of protein sequence space and structure space improves not only protein homology detection but also protein structure prediction.
Xuefeng Cui, Zhiwu Lu, Sheng Wang, Jim Jing-Yan Wang, Xin Gao
Bioinformatics 32(12)
Segmentation with Selectively Propagated Constraints.
Peng Han, Guangzhen Liu, Songfang Huang, Wenwu Yuan, Zhiwu Lu
ICONIP (2) 2016
Large Scale Sparse Clustering.
Ruqi Zhang, Zhiwu Lu
IJCAI 2016
A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments.
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
CoRR abs/1605.02337
From the lab into the wild: Design and deployment methods for multi-modal tracking platforms.
Philipp Sommer, Branislav Kusy, Raja Jurdak, Navinda Kottege, Jiajun Liu, Kun Zhao, Adam McKeown, David Westcott
Pervasive and Mobile Computing 30
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
IEEE Trans. Knowl. Data Eng. 28(11)
Information Bang for the Energy Buck: Towards Energy- and Mobility-Aware Tracking.
Philipp Sommer, Jiajun Liu, Kun Zhao, Branislav Kusy, Raja Jurdak, Adam McKeown, David Westcott
EWSN 2016
How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show.
Danhuai Guo, Yingqiu Zhu, Wei Xu, Shuo Shang, Zhiming Ding
Neurocomputing 213

Year 2015

A General SIMD-based Approach to Accelerating Compression Algorithms.
Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen
CoRR abs/1502.01916
Incorporating Social Role Theory into Topic Models for Social Media Content Analysis.
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Ji-Rong Wen, Xiaoming Li
IEEE Trans. Knowl. Data Eng. 27(4)
A General SIMD-Based Approach to Accelerating Compression Algorithms.
Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, Jian-Yun Nie, Hongfei Yan, Ji-Rong Wen
ACM Trans. Inf. Syst. 33(3)
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets.
Jinpeng Wang, Gao Cong, Wayne Xin Zhao, Xiaoming Li
AAAI 2015
Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering.
Feifan Fan, Runwei Qiang, Chao Lv, Wayne Xin Zhao, Jianwu Yang
AIRS 2015
Leveraging Product Adopter Information from Online Reviews for Product Recommendation.
Jinpeng Wang, Wayne Xin Zhao, Yulan He, Xiaoming Li
ICWSM 2015
Planning unobstructed paths in traffic-aware spatial networks.
Shuo Shang, Jiajun Liu, Kai Zheng, Hua Lu, Torben Bach Pedersen, Ji-Rong Wen
GeoInformatica 19(4)
Dimension reduction with meta object-groups for efficient image retrieval.
Shuo Shang, Jiajun Liu, Kun Zhao, Mingrui Yang, Kai Zheng, Ji-Rong Wen
Neurocomputing 169
VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services.
Shuo Shang, Kexin Xie, Kai Zheng, Jiajun Liu, Ji-Rong Wen
J. Comput. Sci. Technol. 30(4)
Search Result Diversification Based on Query Facets.
Sha Hu, Zhicheng Dou, Xiao-Jie Wang, Ji-Rong Wen
J. Comput. Sci. Technol. 30(4)
Semantic Sparse Recoding of Visual Content for Image Applications.
Zhiwu Lu, Peng Han, Liwei Wang, Ji-Rong Wen
IEEE Trans. Image Processing 24(1)
Discovery of Path Nearby Clusters in Spatial Networks.
Shuo Shang, Kai Zheng, Christian S. Jensen, Bin Yang, Panos Kalnis, Guohe Li, Ji-Rong Wen
IEEE Trans. Knowl. Data Eng. 27(6)
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding.
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
AAAI 2015
Search Result Diversification Based on Hierarchical Intents.
Sha Hu, Zhicheng Dou, Xiao-Jie Wang, Tetsuya Sakai, Ji-Rong Wen
CIKM 2015
Contextual Text Understanding in Distributional Semantic Space.
Jianpeng Cheng, Zhongyuan Wang, Ji-Rong Wen, Jun Yan, Zheng Chen
CIKM 2015
An Inference Approach to Basic Level of Categorization.
Zhongyuan Wang, Haixun Wang, Ji-Rong Wen, Yanghua Xiao
CIKM 2015
Bring User Interest to Related Entity Recommendation.
Zhongyuan Wang, Fang Wang, Ji-Rong Wen, Zhoujun Li
GKR 2015
Social Image Parsing by Cross-Modal Data Refinement.
Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen
IJCAI 2015
Query Understanding through Knowledge-Based Conceptualization.
Zhongyuan Wang, Kejun Zhao, Haixun Wang, Xiaofeng Meng, Ji-Rong Wen
IJCAI 2015
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing.
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
IJCAI 2015
Persistent Data Sketching.
Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen
SIGMOD Conference 2015
Image classification by visual bag-of-words refinement and reduction.
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
CoRR abs/1501.04292
Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets.
Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Raja Jurdak
CoRR abs/1502.05113
Content-Based Collaborative Filtering for News Topic Recommendation.
Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang
AAAI 2015
Local similarity learning for pairwise constraint propagation.
Zhenyong Fu, Zhiwu Lu, Horace H. S. Ip, Hongtao Lu, Yunyun Wang
Multimedia Tools Appl. 74(11)
Learning descriptive visual representation for image classification and annotation.
Zhiwu Lu, Liwei Wang
Pattern Recognition 48(2)
Noise-robust semi-supervised learning via fast sparse coding.
Zhiwu Lu, Liwei Wang
Pattern Recognition 48(2)
Community Based Spammer Detection in Social Networks.
Dehai Liu, Benjin Mei, Jinchuan Chen, Zhiwu Lu, Xiaoyong Du
WAIM 2015
Pairwise Constraint Propagation on Multi-View Data.
Zhiwu Lu, Liwei Wang
CoRR abs/1501.04284
Pairwise Constraint Propagation: A Survey.
Zhenyong Fu, Zhiwu Lu
CoRR abs/1502.05752
An improved matrix factorization model under multidimensional context situation.
Jiajun Liu, Ying Wang, Haiqing Tao
ICCC 2015
Bayesian graphic model based user preference prediction for future personalized service provisioning.
Ying Wang, Peilong Li, Haiqing Tao, Rui Meng, Jiajun Liu
ICCC 2015
Multi-scale population and mobility estimation with geo-tagged Tweets.
Jiajun Liu, Kun Zhao, Saeed Khan, Mark A. Cameron, Raja Jurdak
ICDE Workshops 2015
Interactive Top-k Spatial Keyword queries.
Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou
ICDE 2015
Bounded Quadrant System: Error-bounded trajectory compression on the go.
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak
ICDE 2015
Towards Maximum Independent Sets on Massive Graphs.
Yu Liu, Jiaheng Lu, Hua Yang, Xiaokui Xiao, Zhewei Wei
PVLDB 8(13)

Year 2014

A Computational Approach to Measuring the Correlation between Expertise and Social Media Influence for Celebrities on Microblogs
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, and Xiaoming Li
ASONAM 2014, short paper.
A Demographic-based System for Product Recommendation On Microblogs
Wayne Xin Zhao, Yanwei Guo, Yulan He, Han Jiang, Yuexin Wu and Xiaoming Li
KDD 2014
Group based Self Training for E-Commerce Product Record Linkage
Wayne Xin Zhao, Yuexin Wu, Hongfei Yan and Ji-Rong Wen
COLING 2014
Knowledge Sharing via Social Login: Exploiting Microblogging Service for Warming up Social Question Answering Websites
Yang Xiao, Wayne Xin Zhao, Kun Wang and Zhen Xiao
COLING 2014
Direct Semantic Analysis for Social Image Classification
Zhiwu Lu, Liwei Wang, and Ji-Rong Wen
AAAI Conference on Artificial Intelligence (AAAI), Quebec City, Canada, 2014.
Spatial Temporal Pyramid Matching Using Temporal Sparse Representation for Human Motion Retrieval
Liuyang Zhou*, Zhiwu Lu, Howard Leung, and Lifeng Shang
The Visual Computer, vol.30, no.6-8, pp.845-854, 2014. (Special Issue on CGI 2014, Best Paper Award)
Local similarity learning for pairwise constraint propagation
Zhenyong Fu, Zhiwu Lu, Horace HS Ip, Hongtao Lu, and Yunyun Wang
Multimedia Tools and Applications, 2014

Year 2013

Mining frequent neighborhood patterns in a large labeled graph
Jialong Han and Ji-Rong Wen
In Proceedings of the 22nd ACM conference on Information and knowledge management, CIKM'13, pages 259–268.