Cross-region traffic prediction for China on OpenStreetMap
Frank F. Xu, Bill Y. Lin, Qi Lu, Yifei Huang and Kenny Q. Zhu
SIGSPATIAL 2016
Personalized Ranking in Signed Networks using Signed Random Walk with Restart
Jinhong Jung, Woojeong Jin, Lee Sael, and U Kang
ICDM 2016
-
AFET: Automatic Fine-Grained Entity
Typing by Hierarchical Partial-Label Embedding
Xiang Ren
*, Wenqi He*, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han
Conference on Empirical Methods in
Natural Language Processing (EMNLP), 2016
Github Slides
*Equal contribution
Entity Typing: A Critical Step for Mining Structures from Massive Unstructured Text
Xiang Ren, Wenqi He, Ahmed El-Kishky, Clare R. Voss, Heng Ji, Meng Qu, Jiawei Han
KDD-MLG 2016
-
Label Noise Reduction in Entity Typing
by Heterogeneous Partial-Label Embedding
Xiang Ren
*, Wenqi He*, Meng Qu, Heng Ji, Clare R. Voss, Jiawei Han
ACM SIGKDD Conference on
Knowledge Discovery and Data Mining (KDD), 2016
Github Video
-
FacetGist: Collective Extraction
of Document Facets in Large Technical Corpora
Tarique A. Siddiqui*, Xiang Ren
*, Aditya Parameswaran, Jiawei Han
ACM Conference on Information and Knowledge
Management (CIKM), 2016
-
Representing Documents via Latent Keyphrase Inference
Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han
International World-Wide Web Conference (WWW), 2016
Github
-
Precision Matrix Estimation in High Dimensional Gaussian Graphical Models
with Faster Rates
Lingxiao Wang, Xiang Ren, Quanquan Gu
International Conference on
Artificial Intelligence and Statistics (AISTATS), 2016
-
Cross-media Event Extraction and Recommendation
Di Lu, Clare R. Voss, Fangbo Tao,
Xiang Ren , Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi
Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William Wallace, James Hendler, Mei Si
and Lance Kaplan
The Annual Conference of the North American Chapter of the Association
for Computational Linguistics (NAACL), 2016
Demo
System
-
ClusType: Effective Entity Recognition
and Typing by Relation Phrase-Based Clustering
Xiang Ren, A. El-Kishky, C. Wang, F. Tao, C. R. Voss, H. Ji, J. Han
ACM
SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2015
Github Slides Video
-
ClusCite: Effective Citation Recommendation by Information Network-Based
Clustering
Xiang Ren, J. Liu, X. Yu, U. Khandelwal, Q. Gu, L. Wang, and J. Han
ACM
SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2014
code
slides
PubMed Data
DBLP
Data
-
Heterogeneous Graph-Based Intent Learning from Queries, Web Pages and
Wikipedia Concepts
Xiang Ren, Yujing Wang, Xiao Yu, Jun Yan, Zheng Chen, Jiawei Han
International Conference on Web Search and Data Mining (WSDM), 2014
slides
-
Personalized Entity Recommendation: A Heterogeneous Information Network
Approach
X. Yu, X. Ren, Y. Sun, Q. Gu, B. Sturt, U. Khandelwal, B. Norick, and J. Han
International Conference on Web Search and Data Mining (WSDM), 2014
slides
(most cited paper in WSDM'14)
-
Automatic Construction and Ranking of Topical Keyphrases on Collections of
Short Documents
Marina Danilevsky, Chi Wang, Nihit Desai, Xiang Ren, Jingyi Guo, and Jiawei
Han
SIAM International Conference on Data Mining (SDM), 2014
-
NewsNetExplorer: Automatic Construction and Exploration of News Information
Networks
Fangbo Tao, Jiawei Han, Heng Ji, George Brova,Chi Wang, Ahmed El-Kishky, Jialu Liu,
Xiang Ren , Yizhou Sun
ACM SIGMOD International Conference on Management of
Data (SIGMOD), 2014. (System Demo)
-
Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts
for Fast Solving Transform Invariant Low-Rank Textures
Xiang Ren, Zhouchen Lin
International Journal of Computer Vision
(IJCV), 2013
code
(Influence Factor: 4.270) *Intern work at Microsoft Asia
-
Semantic Frame-Based Document Representation for Comparable Corpora
Hyungsul Kim, Xiang Ren, Yizhou Sun, Chi Wang, and Jiawei Han
IEEE
International Conference on Data Mining (ICDM), 2013
slides
-
HeteRec: Entity Recommendation in Heterogeneous Information Networks with
Implicit User Feedback
X. Yu, X. Ren, Y. Sun, B. Sturt, U. Khandelwal, Q. Gu, B. Norick, and J. Han
ACM Conference on Recommender Systems (RecSys), 2013
-
Repairing Sparse
Low Rank Texture
Xiao Liang, Xiang Ren, Zhengdong Zhang and Yi Ma
The 14th European Conference
on Computer Vision (ECCV), 2012
*Intern work at Microsoft Asia
-
A Non-convex Relaxation Approach to Sparse
Dictionary Learning
Jianping Shi*, Xiang Ren
*, Guang Dai, Jingdong Wang and Zhihua Zhang
IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2012
slides (Oral paper, AC rate: 4%) *Equal contribution