2015

Life-stage Prediction for Product Recommendation in E-commerce

Peng Jiang, Yadong Zhu^*, Yi Zhang and Quan Yuan

In Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD'15, pages 1879–1888, 2015.

{ PDF | 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 21st 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 }

@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 }

@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 }

@inproceedings{2014:plist,
  author    = {Lan, Yanyan and Zhu, Yadong and Guo, Jiafeng and Cheng, Xueqi},
  title     = {Position-Aware ListMLE: A Sequential Learning Process for Ranking},
  booktitle = {Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence},
  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 }

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

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 }

@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 IEEE International Conference on Data Mining},
  series    = {ICDM '13},
  pages     = {927--936},
  year      = {2013}
}

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 }

@article{2013:cache,
  author  = {Zhu, Yadong and Guo, Jiafeng and Lan, Yanyan and Cheng, Xueqi},
  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 the 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 }

@inproceedings{2012:airs,
  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},
  series    = {Lecture Notes in Computer Science},
  volume    = {7675},
  pages     = {1--13},
  year      = {2012}
}