Yuexian Hou

2025

doi dblp
Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs.
Ruihan Zhu|Bo Wang|Dongming Zhao|Jing Liu|Ruifang He|Yuexian Hou
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition.
Yazhou Zhang|Ao Jia|Bo Wang|Peng Zhang|Dongming Zhao|Pu Li|Yuexian Hou|Xiaojia Jin|Dawei Song|Jing Qin
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
High-level preferences as positive examples in contrastive learning for multi-interest sequential recommendation.
Zizhong Zhu|Shuang Li|Yaokun Liu|Xiaowang Zhang|Zhiyong Feng|Yuexian Hou
World Wide Web (WWW) 2024 Volume 27 Issue 2

2023

doi dblp
Multi-interest Recommendation on Shopping for Others.
Shuang Li|Yaokun Liu|Xiaowang Zhang|Yuexian Hou|Zhiyong Feng
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
A bias-variance evaluation framework for information retrieval systems.
Peng Zhang|Hui Gao|Zeting Hu|Meng Yang|Dawei Song|Jun Wang|Yuexian Hou|Bin Hu
Information Processing and Management 2022 Volume 59 Issue 1

2021

doi dblp
Social Recommendation with Implicit Social Influence.
Changhao Song|Bo Wang|Qinxue Jiang|Yehua Zhang|Ruifang He|Yuexian Hou
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2019

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QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation.
Panpan Wang|Zhao Li|Yazhou Zhang|Yuexian Hou|Liangzhu Ge
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Regularizing Deep Neural Networks by Ensemble-based Low-Level Sample-Variances Method.
Shuai Yao|Yuexian Hou|Liangzhu Ge|Zeting Hu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

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Modeling Relevance Judgement Inspired by Quantum Weak Measurement.
Panpan Wang|Tianshu Wang|Yuexian Hou|Dawei Song
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings

2017

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A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval.
Peng Zhang|Qian Yu|Yuexian Hou|Dawei Song|Jingfei Li|Bin Hu
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 3
doi dblp
Extending the Balance Theory by Measuring Bidirectional Opinions with Interactive Language.
Bo Wang|Yingjun Sun|Bo Han|Yuexian Hou|Dawei Song
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2015

doi dblp
A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields.
Rui Li|Linxue Hao|Xiaozhao Zhao|Peng Zhang|Dawei Song|Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings
doi dblp
A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback.
Ye Meng|Peng Zhang|Dawei Song|Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings
doi dblp
A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval.
Wenya Zhang|Dawei Song|Peng Zhang|Xiaozhao Zhao|Yuexian Hou
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings
doi dblp
Document Boltzmann Machines for Information Retrieval.
Qian Yu|Peng Zhang|Yuexian Hou|Dawei Song|Jun Wang
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

doi dblp
Bias-variance analysis in estimating true query model for information retrieval.
Peng Zhang|Dawei Song|Jun Wang|Yuexian Hou
Information Processing and Management 2014 Volume 50 Issue 1
doi dblp
Generalized Bias-Variance Evaluation of TREC Participated Systems.
Peng Zhang|Linxue Hao|Dawei Song|Jun Wang|Yuexian Hou|Bin Hu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Inferring topic-dependent influence roles of Twitter users.
Chengyao Chen|Dehong Gao|Wenjie Li|Yuexian Hou
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2013

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Mining pure high-order word associations via information geometry for information retrieval.
Yuexian Hou|Xiaozhao Zhao|Dawei Song|Wenjie Li
ACM Transactions on Information Systems (TOIS) 2013 Volume 31 Issue 3
doi dblp
Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge.
Dazhao Pan|Peng Zhang|Jingfei Li|Dawei Song|Ji-Rong Wen|Yuexian Hou|Bin Hu|Yuan Jia|Anne N. De Roeck
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings
doi dblp
Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries.
Dawei Song|Yanjie Shi|Peng Zhang|Yuexian Hou|Bin Hu|Yuan Jia|Qiang Huang|Udo Kruschwitz|Anne N. De Roeck|Peter Bruza
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings
doi dblp
A unified graph model for personalized query-oriented reference paper recommendation.
Fanqi Meng|Dehong Gao|Wenjie Li|Xu Sun|Yuexian Hou
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
doi dblp
Bias-variance decomposition of ir evaluation.
Peng Zhang|Dawei Song|Jun Wang|Yuexian Hou
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

doi dblp
Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings
Asia Information Retrieval Symposium (AIRS) 2012
doi dblp
Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering.
Dehong Gao|Renxian Zhang|Wenjie Li|Yuexian Hou
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

doi dblp
On Modeling Rank-Independent Risk in Estimating Probability of Relevance.
Peng Zhang|Dawei Song|Jun Wang|Xiaozhao Zhao|Yuexian Hou
Information Retrieval Technology - 7th Asia Information Retrieval Societies Conference, AIRS 2011, Dubai, United Arab Emirates, December 18-20, 2011. Proceedings
doi dblp
Learning kernels with upper bounds of leave-one-out error.
Yong Liu|Shizhong Liao|Yuexian Hou
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
doi dblp
A Novel Re-ranking Approach Inspired by Quantum Measurement.
Xiaozhao Zhao|Peng Zhang|Dawei Song|Yuexian Hou
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings
doi dblp
Pure High-Order Word Dependence Mining via Information Geometry.
Yuexian Hou|Liang He|Xiaozhao Zhao|Dawei Song
Advances in Information Retrieval Theory - Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings
doi dblp
Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization.
Peng Zhang|Dawei Song|Xiaozhao Zhao|Yuexian Hou
Advances in Information Retrieval Theory - Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings

2010

doi dblp
A Study of Document Weight Smoothness in Pseudo Relevance Feedback.
Peng Zhang|Dawei Song|Xiaochao Zhao|Yuexian Hou
Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings

2009

doi dblp
Approximating true relevance distribution from a mixture model based on irrelevance data.
Peng Zhang|Yuexian Hou|Dawei Song
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