2022

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Towards Fairer Classifier via True Fairness Score Path
Bin Gu | Zhou Zhai | Xiang Li | Heng Huang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
An Accelerated Doubly Stochastic Gradient Method with Faster Explicit Model Identification
Runxue Bao | Bin Gu | Heng Huang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction
Yanfu Zhang | Hongchang Gao | Jian Pei | Heng Huang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm
Qingsong Zhang | Bin Gu | Zhiyuan Dang | Cheng Deng | Heng Huang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior
Yongzhen Wang | Jian Wang | Heng Huang | Hongsong Li | Xiaozhong Liu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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Domain-aware Neural Model for Sequence Labeling using Joint Learning
Heng Huang | Xiaozhong Liu | Yuliang Yan
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior
Yongzhen Wang | Heng Huang | Yuliang Yan | Xiaozhong Liu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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An End-to-end Model of Predicting Diverse Ranking On Heterogeneous Feeds
Zizhe Gao | Zheng Gao | Heng Huang | Zhuoren Jiang | Yuliang Yan
The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

doi dblp
Joint Generative-Discriminative Aggregation Model for Multi-Option Crowd Labels
Kamran Ghasedi Dizaji | Yanhua Yang | Heng Huang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2015

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Weakly Supervised Natural Language Processing Framework for Abstractive Multi-Document Summarization: Weakly Supervised Abstractive Multi-Document Summarization
Peng Li | Tom Weidong Cai | Heng Huang
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF
Hongchang Gao | Feiping Nie | Tom Weidong Cai | Heng Huang
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2012

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Trust prediction via aggregating heterogeneous social networks
Jin Huang | Feiping Nie | Heng Huang | Yi-Cheng Tu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization
Hua Wang | Heng Huang | Feiping Nie | Chris H. Q. Ding
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis
Meizhu Liu | Le Lu | Xiaojing Ye | Shipeng Yu | Heng Huang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Robust nonnegative matrix factorization using L21-norm
Deguang Kong | Chris H. Q. Ding | Heng Huang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization
Hua Wang | Heng Huang | Chris H. Q. Ding
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011