| 2026 | ACL | Emotion-Cause Pair Extraction in Conversations via Semantic Decoupling and Alignment. | Tianxiang Ma, Weijie Feng, Xinyu Wang, Zhiyong Cheng |
| 2026 | WWW | RMBRec: Robust Multi-Behavior Recommendation towards Target Behaviors. | Miaomiao Cai, Zhijie Zhang, Junfeng Fang, Zhiyong Cheng, Xiang Wang, Meng Wang |
| 2026 | WWW | Modeling Stage-wise Evolution of User Interests for News Recommendation. | Zhiyong Cheng, Yike Jin, Zhijie Zhang, Huilin Chen, Zhangling Duan, Meng Wang |
| 2026 | SIGIR | Post-hoc Provider Fairness Adaptation via Hierarchical Exposure Alignment. | Jingzhi Li, Zhiyong Cheng, Richang Hong, Meng Wang |
| 2025 | ICCV | Towards Efficient General Feature Prediction in Masked Skeleton Modeling. | Shengkai Sun, Zefan Zhang, Jianfeng Dong, Zhiyong Cheng, Xiaojun Chang, Meng Wang |
| 2024 | AAAI | Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval. | Yu Liu, Guihe Qin, Haipeng Chen, Zhiyong Cheng, Xun Yang |
| 2024 | SIGIR | Behavior Pattern Mining-based Multi-Behavior Recommendation. | Haojie Li, Zhiyong Cheng, Xu Yu, Jinhuan Liu, Guanfeng Liu, Junwei Du |
| 2024 | SIGIR | Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. | Mingshi Yan, Fan Liu, Jing Sun, Fuming Sun, Zhiyong Cheng, Yahong Han |
| 2023 | ICDE | Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract). | Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang |
| 2023 | WWW | Multi-Behavior Recommendation with Cascading Graph Convolution Networks. | Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng |
| 2022 | SIGIR | Privacy-Preserving Synthetic Data Generation for Recommendation Systems. | Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli |
| 2022 | SIGIR | Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval. | Wentao Tan, Lei Zhu, Weili Guan, Jingjing Li, Zhiyong Cheng |
| 2021 | IJCAI | AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. | Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo |
| 2021 | WWW | Interest-aware Message-Passing GCN for Recommendation. | Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie |
| 2021 | SIGIR | UGRec: Modeling Directed and Undirected Relations for Recommendation. | Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li |
| 2021 | SDM | Discrete Listwise Collaborative Filtering for Fast Recommendation. | Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi |
| 2020 | AAAI | Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation. | Yang Xu, Lei Zhu, Zhiyong Cheng, Jingjing Li, Jiande Sun |
| 2020 | SIGIR | Pairwise View Weighted Graph Network for View-based 3D Model Retrieval. | Zan Gao, Yin-Ming Li, Weili Guan, Weizhi Nie, Zhiyong Cheng, Anan Liu |
| 2019 | CIKM | Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network. | Mengmeng Li, Tian Gan, Meng Liu, Zhiyong Cheng, Jianhua Yin, Liqiang Nie |
| 2019 | SIGIR | Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. | Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli |
| 2019 | SIGIR | Compositional Coding for Collaborative Filtering. | Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi |
| 2019 | SIGIR | Online Multi-modal Hashing with Dynamic Query-adaption. | Xu Lu, Lei Zhu, Zhiyong Cheng, Liqiang Nie, Huaxiang Zhang |
| 2018 | IJCAI | A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. | Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan S. Kankanhalli |
| 2018 | IJCAI | Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection. | Xiao Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng |
| 2018 | WWW | Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. | Zhiyong Cheng, Ying Ding, Lei Zhu, Mohan S. Kankanhalli |
| 2017 | IJCAI | Exploiting Music Play Sequence for Music Recommendation. | Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie |
| 2017 | MMM | Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision. | Liang Xie, Lei Zhu, Zhiyong Cheng |
| 2017 | SIGIR | Exploring User-Specific Information in Music Retrieval. | Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli |
| 2016 | SIGIR | Which Information Sources are More Effective and Reliable in Video Search. | Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann |
| 2016 | SIGIR | On Effective Personalized Music Retrieval by Exploring Online User Behaviors. | Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi |
| 2015 | SIGIR | VenueMusic: A Venue-Aware Music Recommender System. | Zhiyong Cheng, Jialie Shen |
| 2014 | MMM | The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. | Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, Xinbo Gao |
| 2014 | SIGIR | Just-for-me: an adaptive personalization system for location-aware social music recommendation. | Zhiyong Cheng, Jialie Shen, Tao Mei |
| 2013 | MMM | Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. | Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao |