2022

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Efficient Federated Matrix Factorization Against Inference Attacks
Di Chai | Leye Wang | Kai Chen | Qiang Yang
2022 Volume 13 Issue 4

doi dblp
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1
Qiang Yang | Yongxin Tong | Yang Liu | Yangqiu Song | Hao Peng | Boi Faltings
2022 Volume 13 Issue 4

doi dblp
Preface to Federated Learning: Algorithms, Systems, and Applications: Part 2
Qiang Yang | Yongxin Tong | Yang Liu | Yangqiu Song | Hao Peng | Boi Faltings
2022 Volume 13 Issue 5

doi dblp
Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies
Yinghua Zhang | Yangqiu Song | Kun Bai | Qiang Yang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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Industrial Federated Topic Modeling
Di Jiang | Yongxin Tong | Yuanfeng Song | Xueyang Wu | Weiwei Zhao | Jinhua Peng | Rongzhong Lian | Qian Xu | Qiang Yang
2021 Volume 12 Issue 1

doi dblp
A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning
Di Jiang | Conghui Tan | Jinhua Peng | Chaotao Chen | Xueyang Wu | Weiwei Zhao | Yuanfeng Song | Yongxin Tong | Chang Liu | Qian Xu | Qiang Yang | Li Deng
2021 Volume 12 Issue 3

doi dblp
StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing
Anbu Huang | Yang Liu | Tianjian Chen | Yongkai Zhou | Quan Sun | Hongfeng Chai | Qiang Yang
2021 Volume 12 Issue 4

doi dblp
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction
Danqing Zhang | Zheng Li | Tianyu Cao | Chen Luo | Tony Wu | Hanqing Lu | Yiwei Song | Bing Yin | Tuo Zhao | Qiang Yang
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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Transfer Learning with Dynamic Distribution Adaptation
Jindong Wang | Yiqiang Chen | Wenjie Feng | Han Yu | Meiyu Huang | Qiang Yang
2020 Volume 11 Issue 1

doi dblp
Network On Network for Tabular Data Classification in Real-world Applications
Yuanfei Luo | Hao Zhou | Wei-Wei Tu | Yuqiang Chen | Wenyuan Dai | Qiang Yang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Cooperative Multi-Agent Reinforcement Learning in Express System
Yexin Li | Yu Zheng | Qiang Yang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Federated Learning
Qiang Yang | Yang Liu | Yong Cheng | Yan Kang | Tianjian Chen | Han Yu
2019

doi dblp
Transfer to Rank for Heterogeneous One-Class Collaborative Filtering
Weike Pan | Qiang Yang | Wanling Cai | Yaofeng Chen | Qing Zhang | Xiaogang Peng | Zhong Ming
2019 Volume 37 Issue 1

doi dblp
Federated Machine Learning: Concept and Applications
Qiang Yang | Yang Liu | Tianjian Chen | Yongxin Tong
2019 Volume 10 Issue 2

doi dblp
Federated Topic Modeling
Di Jiang | Yuanfeng Song | Yongxin Tong | Xueyang Wu | Weiwei Zhao | Qian Xu | Qiang Yang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text
Guangneng Hu | Yu Zhang | Qiang Yang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective
George Trimponias | Xiaojuan Ma | Qiang Yang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation
Guangneng Hu | Yu Zhang | Qiang Yang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
Hao Peng | Jianxin Li | Yu He | Yaopeng Liu | Mengjiao Bao | Lihong Wang | Yangqiu Song | Qiang Yang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Transfer Learning for Behavior Ranking
Weike Pan | Qiang Yang | Yuchao Duan | Ben Tan | Zhong Ming
2017 Volume 8 Issue 5

doi dblp
When Deep Learning Meets Transfer Learning
Qiang Yang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

doi dblp
Individual Judgments Versus Consensus: Estimating Query-URL Relevance
Hengjie Song | Yonghui Xu | Huaqing Min | Qingyao Wu | Wei Wei | Jianshu Weng | Xiaogang Han | Qiang Yang | Jialiang Shi | Jiaqian Gu | Chunyan Miao | Toyoaki Nishida
2016 Volume 10 Issue 1

doi dblp
Telco User Activity Level Prediction with Massive Mobile Broadband Data
Chen Luo | Jia Zeng | Mingxuan Yuan | Wenyuan Dai | Qiang Yang
2016 Volume 7 Issue 4

doi dblp
The Lifecycle and Cascade of WeChat Social Messaging Groups
Jiezhong Qiu | Yixuan Li | Jie Tang | Zheng Lu | Hao Ye | Bo Chen | Qiang Yang | John E. Hopcroft
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

doi dblp
Sampling Big Trajectory Data
Yanhua Li | Chi-Yin Chow | Ke Deng | Mingxuan Yuan | Jia Zeng | Jia-Dong Zhang | Qiang Yang | Zhi-Li Zhang
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

doi dblp
Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems
Xiaosheng Liu | Jia Zeng | Xi Yang | Jianfeng Yan | Qiang Yang
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

doi dblp
Question Classification by Approximating Semantics
Guangyu Feng | Kun Xiong | Yang Tang | Anqi Cui | Jing Bai | Hang Li | Qiang Yang | Ming Li
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2013

doi dblp
Big data, lifelong machine learning and transfer learning
Qiang Yang
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

doi dblp
Predicting user activity level in social networks
Yin Zhu | Erheng Zhong | Sinno Jialin Pan | Xiao Wang | Minzhe Zhou | Qiang Yang
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

doi dblp
Crafting Your Research Future: A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering
Charles X. Ling | Qiang Yang
2012

doi dblp
Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)
Masashi Sugiyama | Qiang Yang
2012 Volume 3 Issue 2

doi dblp
Beyond ten blue links: enabling user click modeling in federated web search
Danqi Chen | Weizhu Chen | Haixun Wang | Zheng Chen | Qiang Yang
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
Personalized click model through collaborative filtering
Si Shen | Botao Hu | Weizhu Chen | Qiang Yang
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
A noise-aware click model for web search
Weizhu Chen | Dong Wang | Yuchen Zhang | Zheng Chen | Adish Singla | Qiang Yang
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
Social recommendation across multiple relational domains
Meng Jiang | Peng Cui | Fei Wang | Qiang Yang | Wenwu Zhu | Shiqiang Yang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

doi dblp
Social contextual recommendation
Meng Jiang | Peng Cui | Rui Liu | Qiang Yang | Fei Wang | Wenwu Zhu | Shiqiang Yang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

doi dblp
A habit mining approach for discovering similar mobile users
Haiping Ma | Huanhuan Cao | Qiang Yang | Enhong Chen | Jilei Tian
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

doi dblp
Introduction to the special issue on intelligent systems for activity recognition
Daqing Zhang | Matthai Philipose | Qiang Yang
2011 Volume 2 Issue 1

doi dblp
Introduction to special issue on computational sustainability
Carla P. Gomes | Qiang Yang
2011 Volume 2 Issue 4

doi dblp
Transferring topical knowledge from auxiliary long texts for short text clustering
Ou Jin | Nathan Nan Liu | Kai Zhao | Yong Yu | Qiang Yang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

doi dblp
Characterizing search intent diversity into click models
Botao Hu | Yuchen Zhang | Weizhu Chen | Gang Wang | Qiang Yang
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011

2010

doi dblp
Introduction to ACM TIST
Qiang Yang
2010 Volume 1 Issue 1

doi dblp
An effective approach for mining mobile user habits
Huanhuan Cao | Tengfei Bao | Qiang Yang | Enhong Chen | Jilei Tian
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

doi dblp
Unifying explicit and implicit feedback for collaborative filtering
Nathan Nan Liu | Evan Wei Xiang | Min Zhao | Qiang Yang
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

doi dblp
Collaborative location and activity recommendations with GPS history data
Vincent Wenchen Zheng | Yu Zheng | Xing Xie | Qiang Yang
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

doi dblp
Cross-domain sentiment classification via spectral feature alignment
Sinno Jialin Pan | Xiaochuan Ni | Jian-Tao Sun | Qiang Yang | Zheng Chen
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2009

doi dblp
User language model for collaborative personalized search
Gui-Rong Xue | Jie Han | Yong Yu | Qiang Yang
2009 Volume 27 Issue 2

doi dblp
Context-aware query classification
Huanhuan Cao | Derek Hao Hu | Dou Shen | Daxin Jiang | Jian-Tao Sun | Enhong Chen | Qiang Yang
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

doi dblp
Exploiting term relationship to boost text classification
Dou Shen | Jianmin Wu | Bin Cao | Jian-Tao Sun | Qiang Yang | Zheng Chen | Ying Li
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

doi dblp
PQC: personalized query classification
Bin Cao | Jian-Tao Sun | Evan Wei Xiang | Derek Hao Hu | Qiang Yang | Zheng Chen
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

doi dblp
Probabilistic latent preference analysis for collaborative filtering
Nathan Nan Liu | Min Zhao | Qiang Yang
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

doi dblp
Identifying vertical search intention of query through social tagging propagation
Ning Liu | Jun Yan | Weiguo Fan | Qiang Yang | Zheng Chen
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009

2008

doi dblp
Personal name classification in web queries
Dou Shen | Toby Walker | Zijian Zheng | Qiang Yang | Ying Li
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

doi dblp
Deep classifier: automatically categorizing search results into large-scale hierarchies
Dikan Xing | Gui-Rong Xue | Qiang Yang | Yong Yu
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

doi dblp
Web query translation via web log mining
Rong Hu | Weizhu Chen | Peng Bai | Yansheng Lu | Zheng Chen | Qiang Yang
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
Topic-bridged PLSA for cross-domain text classification
Gui-Rong Xue | Wenyuan Dai | Qiang Yang | Yong Yu
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
Deep classification in large-scale text hierarchies
Gui-Rong Xue | Dikan Xing | Qiang Yang | Yong Yu
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
Enhancing text clustering by leveraging Wikipedia semantics
Jian Hu | Lujun Fang | Yang Cao | Hua-Jun Zeng | Hua Li | Qiang Yang | Zheng Chen
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
EigenRank: a ranking-oriented approach to collaborative filtering
Nathan Nan Liu | Qiang Yang
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
Can chinese web pages be classified with english data source?
Xiao Ling | Gui-Rong Xue | Wenyuan Dai | Yun Jiang | Qiang Yang | Yong Yu
Proceedings of the 17th International Conference on World Wide Web, WWW 2008, Beijing, China, April 21-25, 2008

2007

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Noise reduction through summarization for Web-page classification
Dou Shen | Qiang Yang | Zheng Chen
2007 Volume 43 Issue 6

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Exploring in the weblog space by detecting informative and affective articles
Xiaochuan Ni | Gui-Rong Xue | Xiao Ling | Yong Yu | Qiang Yang
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

2006

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Query enrichment for web-query classification
Dou Shen | Rong Pan | Jian-Tao Sun | Jeffrey Junfeng Pan | Kangheng Wu | Jie Yin | Qiang Yang
2006 Volume 24 Issue 3

doi dblp
Building bridges for web query classification
Dou Shen | Jian-Tao Sun | Qiang Yang | Zheng Chen
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

doi dblp
Thread detection in dynamic text message streams
Dou Shen | Qiang Yang | Jian-Tao Sun | Zheng Chen
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

doi dblp
Text classification improved through multigram models
Dou Shen | Jian-Tao Sun | Qiang Yang | Zheng Chen
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

doi dblp
A comparison of implicit and explicit links for web page classification
Dou Shen | Jian-Tao Sun | Qiang Yang | Zheng Chen
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

2005

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Web-page summarization using clickthrough data
Jian-Tao Sun | Dou Shen | Hua-Jun Zeng | Qiang Yang | Yuchang Lu | Zheng Chen
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

doi dblp
Exploiting the hierarchical structure for link analysis
Gui-Rong Xue | Qiang Yang | Hua-Jun Zeng | Yong Yu | Zheng Chen
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

doi dblp
Scalable collaborative filtering using cluster-based smoothing
Gui-Rong Xue | Chenxi Lin | Qiang Yang | Wensi Xi | Hua-Jun Zeng | Yong Yu | Zheng Chen
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

doi dblp
Web-page classification through summarization
Dou Shen | Zheng Chen | Qiang Yang | Hua-Jun Zeng | Benyu Zhang | Yuchang Lu | Wei-Ying Ma
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

doi dblp
Learning similarity measures in non-orthogonal space
Ning Liu | Benyu Zhang | Jun Yan | Qiang Yang | Shuicheng Yan | Zheng Chen | Fengshan Bai | Wei-Ying Ma
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

2001

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Integrating Web Prefetching Using Prediction Models
Qiang Yang | Henry Haining Zhang
2001 Volume 4 Issue 4

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Classification Pruning for Web-request Prediction
Ian Tian-Yi Li | Qiang Yang | Ke Wang
Poster Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001