Publications

Conferences/Journals

2015

Life-stage Prediction for Product Recommendation in E-commerce
Peng Jiang, Yadong Zhu* , Yi Zhang and Quan Yuan
In Proceedings of the 21th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD'15, pages 1879–1888, 2015.
{ PDF | BibTeX }

BibTeX


@inproceedings{2015:life,
 author = {Jiang, Peng and Zhu, Yadong and Zhang, Yi and Yuan Quan},
 title = {Life-stage Prediction for Product Recommendation in E-commerce},
 booktitle = {Proceedings of the 21th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
 series = {KDD'15},
 pages = {1879--1888}, 
 year = {2015},
} 
                    
Structural Learning of Diverse Ranking
Yadong Zhu , Yanyan Lan, Jiafeng Guo and Xueqi Cheng
CoRR abs/1504.04596, 2015
{ PDF | BibTeX }

BibTeX


@inproceedings{2015:ssvm,
 author = {Zhu, Yadong and Lan, Yanyan and Guo, Jiafeng and Cheng, Xueqi},
 title = {Structural Learning of Diverse Ranking},
 booktitle = {CoRR abs/1504.04596},
 year = {2015},
} 
                    
Topic-focused Dynamic Information Filtering in Social Media
Yadong Zhu , Yanyan Lan, Jiafeng Guo and Xueqi Cheng
CoRR abs/1504.04945, 2015
{ PDF | BibTeX }

BibTeX


@inproceedings{2015:tdif,
 author = {Zhu, Yadong and Lan, Yanyan and Guo, Jiafeng and Cheng, Xueqi},
 title = {Topic-focused Dynamic Information Filtering in Social Media},
 booktitle = {CoRR abs/1504.04945},
 year = {2015},
} 
                    

2014

Position-Aware ListMLE: A Sequential Learning Process for Ranking
Yanyan Lan, Yadong Zhu , Jiafeng Guo and Xueqi Cheng
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence, UAI'14, 2014 (First Student Author)
{ PDF | BibTeX }

BibTeX


@inproceedings{2014:plist,
 author = {Lan, Yanyan and Zhu, Yadong and Guo, Jiafeng and Cheng, Xue-Qi},
 title = {Position-Aware ListMLE: A Sequential Learning Process for Ranking},
 booktitle = {Proceedings of the 30th UAI Conference},
 series = {UAI'14},
 year = {2014},
} 
                    
Learning for Search Result Diversification
Yadong Zhu , Yanyan Lan, Jiafeng Guo, Xueqi Cheng and Shuzi Niu
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'14, pages 293-302, Gold Coast, Australia, July 2014. (Oral Paper)
{ PDF | BibTeX }

BibTeX


@inproceedings{zhu:2014:rRLTR,
 author = {Zhu, Yadong and Lan, Yanyan and Guo, Jiafeng and Cheng, Xueqi and Shuzi, Niu},
 title = {Learning for Search Result Diversification},
 booktitle = {Proceedings of the 37th annual international ACM SIGIR conference on Research and development in information retrieval},
 series = {SIGIR'14},
 year = {2014},
 pages = {293--302}, 
} 
                    

2013

A Novel Relational Learning-to-Rank Approach for Topic-Focused Multi-Document Summarization
Yadong Zhu , Yanyan Lan, Jiafeng Guo, Pan Du and Xueqi Cheng
Proceedings of the 13th IEEE International Conference on Data Mining, ICDM'13, pages 927-936, Dallas, TX, USA, Dec 2013 (Oral Paper).
{ PDF | BibTeX }

BibTeX


@inproceedings{zhu:2013:TMDS,
 author = {Zhu, Yadong and Lan, Yanyan and Guo, Jiafeng and Du, Pan and Cheng, Xueqi},
 title = {A Novel Relational Learning-to-Rank Approach for Topic-Focused Multi-Document Summarization},
 booktitle = {Proceedings of the 13th ICDM},
 series = {ICDM '13},
 year = {2013}, 
 pages = {927--936},
} 
                    
{download}
A Hierarchical Search Result Caching Based on Temporal and Spatial Locality
Yadong Zhu , Jiafeng Guo, Yanyan Lan and Xueqi Cheng
Journal of Chinese information processing, 2013
{ PDF | BibTeX }

BibTeX


@article{2013:cache,
 author = {Zhu, Yadong and Guo, Jiafeng and Lan, Yanyan and Cheng, Xue-Qi},
 title = {A Hierarchical Search Result Caching Based on Temporal and Spatial Locality},
 journal = {Journal of Chinese information processing},
 year = {2013},
} 
                    

2012

Exploring and Exploiting Proximity Statistic for Information Retrieval Model
Yadong Zhu , Yuanhai Xue, Jiafeng Guo, Yanyan Lan, Xueqi Cheng and Xiaoming Yu
In Proceedings of 8th Asia Information Retrieval Societies Conference, AIRS’12. Lecture Notes in Computer Science Volume 7675, pp 1-13, 2012. (TREC 2011 Relevance Track First Place )
{ PDF | BibTeX }

BibTeX


@inproceedings{
author={Zhu, Yadong and Xue, Yuanhai and Guo, Jiafeng and Lan, Yanyan and Cheng, Xueqi and Yu, Xiaoming},
title={Exploring and Exploiting Proximity Statistic for Information Retrieval Model},
booktitle = {Proceedings of the 8th Asia Information Retrieval Societies Conference},
year={2012},
series={Lecture Notes in Computer Science},
volume={7675},
pages={1-13}
}
                      
{download}
Query Structure Analysis Based on PIM
Yadong Zhu , Cheng Zhang, Xiaoming Yu and Xueqi Cheng
Journal of Chinese information processing, 26(5):33-39, 2012
{ PDF | BibTeX }

BibTeX


@article{2012:PIM,
 author = {Zhu, Yadong and Zhang, Cheng and Yu, Xiaoming and Cheng, Xue-Qi},
 title = {Query Structure Analysis Based on PIM},
 journal = {Journal of Chinese information processing},
 volume = {26(5)},
 pages = {33--39},
 year = {2012},
} 
                    
The Research of File Fragmentation Grade Based on File’s Layout
Yadong Zhu , Jingwang Zhang, Jiangang Zhang and Lu Xu
High technology communication, 22(8):819-825, 2012
{ PDF | BibTeX }

BibTeX


@article{2012:filefrag,
 author = {Zhu, Yadong and Zhang, Jingwang and Zhang, Jiangang and Xu Lu},
 title = {The Research of File Fragmentation Grade Based on File’s Layout},
 journal = {High technology communication},
 volume = {22(8)},
 pages = {819--825},
 year = {2012},
}