Zhiyong Cheng

2026

doi dblp
RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors.
Miaomiao Cai|Zhijie Zhang|Junfeng Fang|Zhiyong Cheng|Xiang Wang|Meng Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Modeling Stage-wise Evolution of User Interests for News Recommendation.
Zhiyong Cheng|Yike Jin|Zhijie Zhang|Huilin Chen|Zhangling Duan|Meng Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models.
Fan Liu|Yaqi Liu|Huilin Chen|Zhiyong Cheng|Liqiang Nie|Mohan S. Kankanhalli
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
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Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation.
Ziang Lu|Lei Guo|Xu Yu|Zhiyong Cheng|Xiaohui Han|Lei Zhu
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
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User Invariant Preference Learning for Multi-Behavior Recommendation.
Mingshi Yan|Zhiyong Cheng|Fan Liu|Yingda Lyu|Yahong Han
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4

2024

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Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation.
Mingshi Yan|Zhiyong Cheng|Chen Gao|Jing Sun|Fan Liu|Fuming Sun|Haojie Li
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
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DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation.
Lei Guo|Hao Liu|Lei Zhu|Weili Guan|Zhiyong Cheng
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation.
Yu Zhang|Zhiyong Cheng|Fan Liu|Xun Yang|Yuxin Peng
Information Processing and Management 2024 Volume 61 Issue 2
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Cluster-Based Graph Collaborative Filtering.
Fan Liu|Shuai Zhao|Zhiyong Cheng|Liqiang Nie|Mohan S. Kankanhalli
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
Behavior Pattern Mining-based Multi-Behavior Recommendation.
Haojie Li|Zhiyong Cheng|Xu Yu|Jinhuan Liu|Guanfeng Liu|Junwei Du
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation.
Mingshi Yan|Fan Liu|Jing Sun|Fuming Sun|Zhiyong Cheng|Yahong Han
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

doi dblp
Multi-Behavior Recommendation with Cascading Graph Convolution Networks.
Zhiyong Cheng|Sai Han|Fan Liu|Lei Zhu|Zan Gao|Yuxin Peng
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval.
Lei Zhu|Chaoqun Zheng|Xu Lu|Zhiyong Cheng|Liqiang Nie|Huaxiang Zhang
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
Feature-Level Attentive ICF for Recommendation.
Zhiyong Cheng|Fan Liu|Shenghan Mei|Yangyang Guo|Lei Zhu|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
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
doi dblp
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

doi dblp
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
doi dblp
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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Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.
Lei Zhu|Xu Lu|Zhiyong Cheng|Jingjing Li|Huaxiang Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 2
doi dblp
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning.
Xiaolin Chen|Xuemeng Song|Ruiyang Ren|Lei Zhu|Zhiyong Cheng|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 4
doi dblp
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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MMALFM: Explainable Recommendation by Leveraging Reviews and Images.
Zhiyong Cheng|Xiaojun Chang|Lei Zhu|Rose Catherine Kanjirathinkal|Mohan S. Kankanhalli
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 2
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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
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 2
doi dblp
Attentive Aspect Modeling for Review-Aware Recommendation.
Xinyu Guan|Zhiyong Cheng|Xiangnan He|Yongfeng Zhang|Zhibo Zhu|Qinke Peng|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 3
doi dblp
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.
doi dblp
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.
doi dblp
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.
doi dblp
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.

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

doi dblp
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

doi dblp
On Effective Location-Aware Music Recommendation.
Zhiyong Cheng|Jialie Shen
ACM Transactions on Information Systems (TOIS) 2016 Volume 34 Issue 2
doi dblp
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
doi dblp
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

doi dblp
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

doi dblp
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
doi dblp
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