2022

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Feature-Level Attentive ICF for Recommendation
Zhiyong Cheng | Fan Liu | Shenghan Mei | Yangyang Guo | Lei Zhu | Liqiang Nie
2022 Volume 40 Issue 4

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Privacy-Preserving Synthetic Data Generation for Recommendation Systems
Fan Liu | Zhiyong Cheng | Huilin Chen | Yinwei Wei | Liqiang Nie | Mohan S. Kankanhalli
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval
Wentao Tan | Lei Zhu | Weili Guan | Jingjing Li | Zhiyong Cheng
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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UGRec: Modeling Directed and Undirected Relations for Recommendation
Xinxiao Zhao | Zhiyong Cheng | Lei Zhu | Jiecai Zheng | Xueqing 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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Interest-aware Message-Passing GCN for Recommendation
Fan Liu | Zhiyong Cheng | Lei Zhu | Zan Gao | Liqiang Nie
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
Xiaolin Chen | Xuemeng Song | Ruiyang Ren | Lei Zhu | Zhiyong Cheng | Liqiang Nie
2020 Volume 38 Issue 4

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Flexible Multi-modal Hashing for Scalable Multimedia Retrieval
Lei Zhu | Xu Lu | Zhiyong Cheng | Jingjing Li | Huaxiang Zhang
2020 Volume 11 Issue 2

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Pairwise View Weighted Graph Network for View-based 3D Model Retrieval
Zan Gao | Yin-Ming Li | Weili Guan | Weizhi Nie | Zhiyong Cheng | Anan 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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Attentive Long Short-Term Preference Modeling for Personalized Product Search
Yangyang Guo | Zhiyong Cheng | Liqiang Nie | Yinglong Wang | Jun Ma | Mohan S. Kankanhalli
2019 Volume 37 Issue 2

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MMALFM: Explainable Recommendation by Leveraging Reviews and Images
Zhiyong Cheng | Xiaojun Chang | Lei Zhu | Rose Catherine Kanjirathinkal | Mohan S. Kankanhalli
2019 Volume 37 Issue 2

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Attentive Aspect Modeling for Review-Aware Recommendation
Xinyu Guan | Zhiyong Cheng | Xiangnan He | Yongfeng Zhang | Zhibo Zhu | Qinke Peng | Tat-Seng Chua
2019 Volume 37 Issue 3

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Online Multi-modal Hashing with Dynamic Query-adaption
Xu Lu | Lei Zhu | Zhiyong Cheng | Liqiang Nie | Huaxiang Zhang
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Compositional Coding for Collaborative Filtering
Chenghao Liu | Tao Lu | Xin Wang | Zhiyong Cheng | Jianling Sun | Steven C. H. Hoi
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Quantifying and Alleviating the Language Prior Problem in Visual Question Answering
Yangyang Guo | Zhiyong Cheng | Liqiang Nie | Yibing Liu | Yinglong Wang | Mohan S. Kankanhalli
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network
Mengmeng Li | Tian Gan | Meng Liu | Zhiyong Cheng | Jianhua Yin | Liqiang Nie
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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Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews
Zhiyong Cheng | Ying Ding | Lei Zhu | Mohan S. Kankanhalli
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Exploring User-Specific Information in Music Retrieval
Zhiyong Cheng | Jialie Shen | Liqiang Nie | Tat-Seng Chua | Mohan S. Kankanhalli
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2016

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On Effective Location-Aware Music Recommendation
Zhiyong Cheng | Jialie Shen
2016 Volume 34 Issue 2

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Which Information Sources are More Effective and Reliable in Video Search
Zhiyong Cheng | Xuanchong Li | Jialie Shen | Alexander G. Hauptmann
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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On Effective Personalized Music Retrieval by Exploring Online User Behaviors
Zhiyong Cheng | Jialie Shen | Steven C. H. Hoi
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

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VenueMusic: A Venue-Aware Music Recommender System
Zhiyong Cheng | Jialie Shen
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation
Zhiyong Cheng | Jialie Shen
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Just-for-me: an adaptive personalization system for location-aware social music recommendation
Zhiyong Cheng | Jialie Shen | Tao Mei
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014