2022

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Enhancing Top-N Item Recommendations by Peer Collaboration
Yang Sun | Fajie Yuan | Min Yang | Alexandros Karatzoglou | Li Shen | Xiaoyan Zhao
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification
Binzong Geng | Min Yang | Fajie Yuan | Shupeng Wang | Xiang Ao | Ruifeng Xu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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One Person, One Model, One World: Learning Continual User Representation without Forgetting
Fajie Yuan | Guoxiao Zhang | Alexandros Karatzoglou | Joemon M. Jose | Beibei Kong | Yudong Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement
Mingyue Cheng | Fajie Yuan | Qi Liu | Shenyang Ge | Zhi Li | Runlong Yu | Defu Lian | Senchao Yuan | Enhong Chen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking
Jiachun Wang | Fajie Yuan | Jian Chen | Qingyao Wu | Min Yang | Yang Sun | Guoxiao Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
Fajie Yuan | Xiangnan He | Alexandros Karatzoglou | Liguang Zhang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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A Generic Network Compression Framework for Sequential Recommender Systems
Yang Sun | Fajie Yuan | Min Yang | Guoao Wei | Zhou Zhao | Duo 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

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Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation
Fajie Yuan | Xiangnan He | Haochuan Jiang | Guibing Guo | Jian Xiong | Zhezhao Xu | Yilin Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering
Xiaoyu Du | Xiangnan He | Fajie Yuan | Jinhui Tang | Zhiguang Qin | Tat-Seng Chua
2019 Volume 37 Issue 4

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A Simple Convolutional Generative Network for Next Item Recommendation
Fajie Yuan | Alexandros Karatzoglou | Ioannis Arapakis | Joemon M. Jose | Xiangnan He
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

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Revisiting the cluster-based paradigm for implicit search result diversification
Haitao Yu | Adam Jatowt | Roi Blanco | Hideo Joho | Joemon M. Jose | Long Chen | Fajie Yuan
2018 Volume 54 Issue 4

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Improving Negative Sampling for Word Representation using Self-embedded Features
Long Chen | Fajie Yuan | Joemon M. Jose | Weinan Zhang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

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A Concise Integer Linear Programming Formulation for Implicit Search Result Diversification
Haitao Yu | Adam Jatowt | Roi Blanco | Hideo Joho | Joemon M. Jose | Long Chen | Fajie Yuan
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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A Semantic Graph-Based Approach for Mining Common Topics from Multiple Asynchronous Text Streams
Long Chen | Joemon M. Jose | Haitao Yu | Fajie Yuan
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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LTRo: Learning to Route Queries in Clustered P2P IR
Rami Suleiman Alkhawaldeh | Deepak P | Joemon M. Jose | Fajie Yuan
Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings

2016

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A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering
Long Chen | Joemon M. Jose | Haitao Yu | Fajie Yuan | Dell Zhang
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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GIR at the NTCIR-12 Temporalia Task
Long Chen | Haitao Yu | Fajie Yuan | Joemon M. Jose
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016

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An In-Depth Study of Implicit Search Result Diversification
Haitao Yu | Adam Jatowt | Roi Blanco | Hideo Joho | Joemon M. Jose | Long Chen | Fajie Yuan
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings

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LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates
Fajie Yuan | Guibing Guo | Joemon M. Jose | Long Chen | Haitao Yu | Weinan Zhang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Probabilistic Topic Modelling with Semantic Graph
Long Chen | Joemon M. Jose | Haitao Yu | Fajie Yuan | Huaizhi Zhang
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings