Large Scale Rich Media Information Search: Challenges and Opportunities. - Zhiyong Cheng 001; Jialie Shen 001 (PCM (2), 2010)

The effects of heterogeneous information combination on large scale social image search. - Zhiyong Cheng 001; Jing Ren; Jialie Shen 001; Haiyan Miao (ICIMCS, 2011)

Personalized video similarity measure. - Jialie Shen 001; Zhiyong Cheng 001 (Multim. Syst., 2011)

Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. - Zhiyong Cheng 001; Jing Ren; Jialie Shen 001; Haiyan Miao (MMM (2), 2013)

Influences of Influential Users: An Empirical Study of Music Social Network. - Jing Ren; Zhiyong Cheng 001; Jialie Shen 001; Feida Zhu 001 (ICIMCS, 2014)

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001 (ICMR, 2014)

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. - Junge Shen; Zhiyong Cheng 001; Jialie Shen 001; Tao Mei 001; Xinbo Gao 001 (MMM (2), 2014)

Just-for-me: an adaptive personalization system for location-aware social music recommendation. - Zhiyong Cheng 001; Jialie Shen 001; Tao Mei 001 (SIGIR, 2014)

VenueMusic: A Venue-Aware Music Recommender System. - Zhiyong Cheng 001; Jialie Shen 001 (SIGIR, 2015)

Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation. - Zhiyong Cheng 001; Daniel Soudry; Zexi Mao; Zhen-zhong Lan (CoRR, 2015)

On robust image spam filtering via comprehensive visual modeling. - Jialie Shen 001; Robert H. Deng; Zhiyong Cheng 001; Liqiang Nie; Shuicheng Yan (Pattern Recognit., 2015)

Which Information Sources are More Effective and Reliable in Video Search. - Zhiyong Cheng 001; Xuanchong Li; Jialie Shen 001; Alexander G. Hauptmann (SIGIR, 2016)

On Effective Personalized Music Retrieval by Exploring Online User Behaviors. - Zhiyong Cheng 001; Jialie Shen 001; Steven C. H. Hoi (SIGIR, 2016)

The effects of multiple query evidences on social image retrieval. - Zhiyong Cheng 001; Jialie Shen 001; Haiyan Miao (Multim. Syst., 2016)

On very large scale test collection for landmark image search benchmarking. - Zhiyong Cheng 001; Jialie Shen 001 (Signal Process., 2016)

On Effective Location-Aware Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001 (ACM Trans. Inf. Syst., 2016)

Exploiting Music Play Sequence for Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001; Lei Zhu 002; Mohan S. Kankanhalli; Liqiang Nie (IJCAI, 2017)

Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision. - Liang Xie 001; Lei Zhu 002; Zhiyong Cheng 001 (MMM (1), 2017)

Exploring User-Specific Information in Music Retrieval. - Zhiyong Cheng 001; Jialie Shen 001; Liqiang Nie; Tat-Seng Chua; Mohan S. Kankanhalli (SIGIR, 2017)

Assisting Attraction Classification by Harvesting Web Data. - Junge Shen; Enrang Zheng; Zhiyong Cheng 001; Cheng Deng (IEEE Access, 2017)

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Cybern., 2017)

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2017)

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. - Zhiyong Cheng 001; Ying Ding; Xiangnan He 001; Lei Zhu 002; Xuemeng Song; Mohan S. Kankanhalli (IJCAI, 2018)

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection. - Xiao Dong; Lei Zhu 002; Xuemeng Song; Jingjing Li 001; Zhiyong Cheng 001 (IJCAI, 2018)

Multi-modal Preference Modeling for Product Search. - Yangyang Guo; Zhiyong Cheng 001; Liqiang Nie; Xin-Shun Xu; Mohan S. Kankanhalli (ACM Multimedia, 2018)

EPICURE - Aspect-based Multimodal Review Summarization. - Abhinav Ramesh Kashyap; Christian von der Weth; Zhiyong Cheng 001; Mohan S. Kankanhalli (WebSci, 2018)

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. - Zhiyong Cheng 001; Ying Ding; Lei Zhu 002; Mohan S. Kankanhalli (WWW, 2018)

Unsupervised multi-view feature extraction with dynamic graph learning. - Dan Shi; Lei Zhu 002; Zhiyong Cheng 001; Zhihui Li 001; Huaxiang Zhang 001 (J. Vis. Commun. Image Represent., 2018)

Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network. - Mengmeng Li; Tian Gan; Meng Liu 006; Zhiyong Cheng 001; Jianhua Yin; Liqiang Nie (CIKM, 2019)

Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person ReID. - Zan Gao; Li-Shuai Gao; Hua Zhang 003; Zhiyong Cheng 001; Richang Hong (ACM Multimedia, 2019)

User Diverse Preference Modeling by Multimodal Attentive Metric Learning. - Fan Liu 008; Zhiyong Cheng 001; Changchang Sun; Yinglong Wang 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2019)

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Xiushan Nie; Huaxiang Zhang 001 (ACM Multimedia, 2019)

Personalized Hashtag Recommendation for Micro-videos. - Yinwei Wei; Zhiyong Cheng 001; Xuzheng Yu; Zhou Zhao 001; Lei Zhu 002; Liqiang Nie (ACM Multimedia, 2019)

Explainable Video Action Reasoning via Prior Knowledge and State Transitions. - Tao Zhuo; Zhiyong Cheng 001; Peng Zhang 005; Yongkang Wong; Mohan S. Kankanhalli (ACM Multimedia, 2019)

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. - Yangyang Guo; Zhiyong Cheng 001; Liqiang Nie; Yibing Liu; Yinglong Wang 001; Mohan S. Kankanhalli (SIGIR, 2019)

Compositional Coding for Collaborative Filtering. - Chenghao Liu; Tao Lu; Xin Wang 019; Zhiyong Cheng 001; Jianling Sun; Steven C. H. Hoi (SIGIR, 2019)

Online Multi-modal Hashing with Dynamic Query-adaption. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Liqiang Nie; Huaxiang Zhang 001 (SIGIR, 2019)

Fast Video Object Segmentation via Mask Transfer Network. - Tao Zhuo; Zhiyong Cheng 001; Mohan S. Kankanhalli (CoRR, 2019)

Music auto-tagging based on the unified latent semantic modeling. - Xi Shao; Zhiyong Cheng 001; Mohan S. Kankanhalli (Multim. Tools Appl., 2019)

Efficient discrete latent semantic hashing for scalable cross-modal retrieval. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Xuemeng Song; Huaxiang Zhang 001 (Signal Process., 2019)

Style-Oriented Personalized Landmark Recommendation. - Junge Shen; Zhiyong Cheng 001; Meihong Yang; Bing Han 003; Shuying Li (IEEE Trans. Ind. Electron., 2019)

MMALFM: Explainable Recommendation by Leveraging Reviews and Images. - Zhiyong Cheng 001; Xiaojun Chang; Lei Zhu 002; Rose Catherine Kanjirathinkal; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2019)

Attentive Aspect Modeling for Review-Aware Recommendation. - Xinyu Guan; Zhiyong Cheng 001; Xiangnan He 001; Yongfeng Zhang; Zhibo Zhu; Qinke Peng; Tat-Seng Chua (ACM Trans. Inf. Syst., 2019)

Attentive Long Short-Term Preference Modeling for Personalized Product Search. - Yangyang Guo; Zhiyong Cheng 001; Liqiang Nie; Yinglong Wang 001; Jun Ma 001; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2019)

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation. - Yang Xu 025; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Jiande Sun 001 (AAAI, 2020)

Texture Semantically Aligned with Visibility-aware for Partial Person Re-identification. - Li-Shuai Gao; Hua Zhang 003; Zan Gao; Weili Guan; Zhiyong Cheng 001; Meng Wang 001 (ACM Multimedia, 2020)

Personalized Item Recommendation for Second-hand Trading Platform. - Xuzheng Yu; Tian Gan; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie (ACM Multimedia, 2020)

Attention feature matching for weakly-supervised video relocalization. - Haoyu Tang; Jihua Zhu; Zan Gao; Tao Zhuo; Zhiyong Cheng 001 (MMAsia, 2020)

Pairwise View Weighted Graph Network for View-based 3D Model Retrieval. - Zan Gao; Yin-Ming Li; Weili Guan; Weizhi Nie; Zhiyong Cheng 001; Anan Liu (SIGIR, 2020)

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (CoRR, 2020)

Task-adaptive Asymmetric Deep Cross-modal Hashing. - Tong Wang; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (CoRR, 2020)

Frame-wise Cross-modal Match for Video Moment Retrieval. - Haoyu Tang; Jihua Zhu; Meng Liu 006; Zan Gao; Zhiyong Cheng 001 (CoRR, 2020)

Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View. - Yangyang Guo; Liqiang Nie; Zhiyong Cheng 001; Qi Tian 001 (CoRR, 2020)

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression. - Tong Wang; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Zan Gao (Neurocomputing, 2020)

Discrete Optimal Graph Clustering. - Yudong Han; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Xiaobai Liu (IEEE Trans. Cybern., 2020)

Deep Collaborative Multi-View Hashing for Large-Scale Image Search. - Lei Zhu 002; Xu Lu 004; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (IEEE Trans. Image Process., 2020)

Unsupervised Online Video Object Segmentation With Motion Property Understanding. - Tao Zhuo; Zhiyong Cheng 001; Peng Zhang 005; Yongkang Wong; Mohan S. Kankanhalli (IEEE Trans. Image Process., 2020)

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval. - Lei Zhu 002; Xu Lu 004; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (ACM Trans. Intell. Syst. Technol., 2020)

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval. - Chaoqun Zheng; Lei Zhu 002; Xu Lu 004; Jingjing Li 001; Zhiyong Cheng 001; Hanwang Zhang (IEEE Trans. Knowl. Data Eng., 2020)

Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning. - Xiaolin Chen; Xuemeng Song; Ruiyang Ren; Lei Zhu 002; Zhiyong Cheng 001; Liqiang Nie (ACM Trans. Inf. Syst., 2020)

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. - Yangyang Guo; Liqiang Nie; Zhiyong Cheng 001; Feng Ji; Ji Zhang 011; Alberto Del Bimbo (IJCAI, 2021)

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval. - Hui Cui 004; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zheng Zhang 006 (ACM Multimedia, 2021)

A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval. - Zan Gao; Yuxiang Shao; Weili Guan; Meng Liu 006; Zhiyong Cheng 001; Shengyong Chen (ACM Multimedia, 2021)

Discrete Listwise Collaborative Filtering for Fast Recommendation. - Chenghao Liu; Tao Lu; Zhiyong Cheng 001; Xin Wang 019; Jianling Sun; Steven C. H. Hoi (SDM, 2021)

UGRec: Modeling Directed and Undirected Relations for Recommendation. - Xinxiao Zhao; Zhiyong Cheng 001; Lei Zhu 002; Jiecai Zheng; Xueqing Li (SIGIR, 2021)

Interest-aware Message-Passing GCN for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Zan Gao; Liqiang Nie (WWW, 2021)

Factor-level Attentive ICF for Recommendation. - Zhiyong Cheng 001; Shenghan Mei; Yangyang Guo; Lei Zhu 002; Liqiang Nie (CoRR, 2021)

Query-graph with Cross-gating Attention Model for Text-to-Audio Grounding. - Haoyu Tang; Jihua Zhu; Qinghai Zheng; Zhiyong Cheng 001 (CoRR, 2021)

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering. - Xiao Dong; Li Liu 031; Lei Zhu 002; Zhiyong Cheng 001; Huaxiang Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval. - Lei Zhu 002; Hui Cui 004; Zhiyong Cheng 001; Jingjing Li 001; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2021)

User Identity Linkage Across Social Media via Attentive Time-Aware User Modeling. - Xiaolin Chen; Xuemeng Song; Siwei Cui; Tian Gan; Zhiyong Cheng 001; Liqiang Nie (IEEE Trans. Multim., 2021)

DCR: A Unified Framework for Holistic/Partial Person ReID. - Zan Gao; Li-Shuai Gao; Hua Zhang 003; Zhiyong Cheng 001; Richang Hong; Shengyong Chen (IEEE Trans. Multim., 2021)

DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning. - Guofei Sun; Yongkang Wong; Zhiyong Cheng 001; Mohan S. Kankanhalli; Weidong Geng; Xiangdong Li (IEEE Trans. Multim., 2021)

Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval. - Chaoqun Zheng; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; An-An Liu (IEEE Trans. Multim., 2021)

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. - Yangyang Guo; Liqiang Nie; Yongkang Wong; Yibing Liu; Zhiyong Cheng 001; Mohan S. Kankanhalli (ACM Multimedia, 2022)

Privacy-Preserving Synthetic Data Generation for Recommendation Systems. - Fan Liu 008; Zhiyong Cheng 001; Huilin Chen 002; Yinwei Wei; Liqiang Nie; Mohan S. Kankanhalli (SIGIR, 2022)

Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval. - Wentao Tan; Lei Zhu 002; Weili Guan; Jingjing Li 001; Zhiyong Cheng 001 (SIGIR, 2022)

Temporal Action Localization with Multi-temporal Scales. - Zan Gao; Xinglei Cui; Tao Zhuo; Zhiyong Cheng 001; An-An Liu; Meng Wang 001; Shenyong Chen (CoRR, 2022)

AENAR: An aspect-aware explainable neural attentional recommender model for rating predication. - Tianwei Zhang; Chuanhou Sun; Zhiyong Cheng 001; Xiangjun Dong 001 (Expert Syst. Appl., 2022)

Assessing learning engagement based on facial expression recognition in MOOC's scenario. - Junge Shen; Haopeng Yang; Jiawei Li; Zhiyong Cheng 001 (Multim. Syst., 2022)

Learning Transferable and Discriminative Representations for 2D Image-Based 3D Model Retrieval. - Yaqian Zhou 002; Yu Liu 004; Heyu Zhou; Zhiyong Cheng 001; Xuanya Li; An-An Liu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View. - Yangyang Guo; Liqiang Nie; Zhiyong Cheng 001; Qi Tian 001; Min Zhang 005 (IEEE Trans. Image Process., 2022)

Enhancing Factorization Machines With Generalized Metric Learning. - Yangyang Guo; Zhiyong Cheng 001; Jiazheng Jing; Yanpeng Lin; Liqiang Nie; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2022)

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2022)

Frame-Wise Cross-Modal Matching for Video Moment Retrieval. - Haoyu Tang; Jihua Zhu; Meng Liu 006; Zan Gao; Zhiyong Cheng 001 (IEEE Trans. Multim., 2022)

Pairwise Two-Stream ConvNets for Cross-Domain Action Recognition With Small Data. - Zan Gao; Leming Guo; Tongwei Ren; An-An Liu; Zhiyong Cheng 001; Shengyong Chen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval. - Lei Zhu 002; Chaoqun Zheng; Xu Lu 004; Zhiyong Cheng 001; Liqiang Nie; Huaxiang Zhang 001 (ACM Trans. Inf. Syst., 2022)

Feature-Level Attentive ICF for Recommendation. - Zhiyong Cheng 001; Fan Liu 008; Shenghan Mei; Yangyang Guo; Lei Zhu 002; Liqiang Nie (ACM Trans. Inf. Syst., 2022)

Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract). - Yangyang Guo; Zhiyong Cheng 001; Jiazheng Jing; Yanpeng Lin; Liqiang Nie; Meng Wang 001 (ICDE, 2023)

Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. - Harry Cheng 002; Yangyang Guo; Liqiang Nie; Zhiyong Cheng 001; Mohan S. Kankanhalli (ACM Multimedia, 2023)

Modeling Multi-Relational Connectivity for Personalized Fashion Matching. - Yujuan Ding; P. Y. Mok 001; Yi Bin; Xun Yang 001; Zhiyong Cheng 001 (ACM Multimedia, 2023)

Semantic-Guided Feature Distillation for Multimodal Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2023)

Multi-Behavior Recommendation with Cascading Graph Convolution Networks. - Zhiyong Cheng 001; Sai Han; Fan Liu 008; Lei Zhu 002; Zan Gao; Yuxin Peng (WWW, 2023)

Continual Learning with Strong Experience Replay. - Tao Zhuo; Zhiyong Cheng 001; Zan Gao; Mohan S. Kankanhalli (CoRR, 2023)

MB-HGCN: A Hierarchical Graph Convolutional Network for Multi-behavior Recommendation. - Mingshi Yan; Zhiyong Cheng 001; Jing Sun 012; Fuming Sun; Yuxin Peng (CoRR, 2023)

Prior-Free Continual Learning with Unlabeled Data in the Wild. - Tao Zhuo; Zhiyong Cheng 001; Hehe Fan; Mohan S. Kankanhalli (CoRR, 2023)

Dual attentive graph convolutional networks for cross-domain recommendation. - Yu Zhang; Fan Liu 008; Yupeng Hu; Xiaoli Li; Xiangjun Dong 001; Zhiyong Cheng 001 (J. Intell. Fuzzy Syst., 2023)

A Multitemporal Scale and Spatial-Temporal Transformer Network for Temporal Action Localization. - Zan Gao; Xinglei Cui; Tao Zhuo; Zhiyong Cheng 001; An-An Liu; Meng Wang 001; Shengyong Chen (IEEE Trans. Hum. Mach. Syst., 2023)

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection. - Dan Shi; Lei Zhu 002; Xiao Dong; Xuemeng Song; Jingjing Li 001; Zhiyong Cheng 001 (ACM Trans. Knowl. Discov. Data, 2023)

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation. - Yang Xu 025; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Zheng Zhang 006; Huaxiang Zhang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Disentangled Multimodal Representation Learning for Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Anan Liu; Liqiang Nie; Mohan S. Kankanhalli (IEEE Trans. Multim., 2023)

Siamese Alignment Network for Weakly Supervised Video Moment Retrieval. - Yunxiao Wang; Meng Liu 006; Yinwei Wei; Zhiyong Cheng 001; Yinglong Wang 001; Liqiang Nie (IEEE Trans. Multim., 2023)

On Modality Bias Recognition and Reduction. - Yangyang Guo; Liqiang Nie; Harry Cheng 002; Zhiyong Cheng 001; Mohan S. Kankanhalli; Alberto Del Bimbo (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. - Qingyao Ai; Ting Bai; Zhao Cao; Yi Chang 001; Jiawei Chen 007; Zhumin Chen; Zhiyong Cheng 001; Shoubin Dong; Zhicheng Dou; Fuli Feng; Shen Gao; Jiafeng Guo; et al. (AI Open, 2023)

Binary Label Learning for Semi-Supervised Feature Selection. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zhenguang Liu (IEEE Trans. Knowl. Data Eng., 2023)

Flexible Multiview Spectral Clustering With Self-Adaptation. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zheng Zhang 006 (IEEE Trans. Cybern., 2023)

TBNet: A Two-Stream Boundary-Aware Network for Generic Image Manipulation Localization. - Zan Gao; Chao Sun; Zhiyong Cheng 001; Weili Guan; Anan Liu; Meng Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Explainable Discrete Collaborative Filtering. - Lei Zhu 002; Yang Xu 025; Jingjing Li 001; Weili Guan; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2023)

Disentangled Graph Neural Networks for Session-Based Recommendation. - Ansong Li; Zhiyong Cheng 001; Fan Liu 008; Zan Gao; Weili Guan; Yuxin Peng (IEEE Trans. Knowl. Data Eng., 2023)

Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets. - Teng Sun; Liqiang Jing; Yinwei Wei; Xuemeng Song; Zhiyong Cheng 001; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2023)

Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval. - Yu Liu 004; Guihe Qin; Haipeng Chen 002; Zhiyong Cheng 001; Xun Yang 001 (AAAI, 2024)

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. - Zhenyang Li; Fan Liu 008; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2024)

Behavior Pattern Mining-based Multi-Behavior Recommendation. - Haojie Li; Zhiyong Cheng 001; Xu Yu 001; Jinhuan Liu; Guanfeng Liu 001; Junwei Du (SIGIR, 2024)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. - Mingshi Yan; Fan Liu 008; Jing Sun 012; Fuming Sun; Zhiyong Cheng 001; Yahong Han (SIGIR, 2024)

Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation. - Mingshi Yan; Zhiyong Cheng 001; Chen Gao 001; Jing Sun 012; Fan Liu 008; Fuming Sun; Haojie Li (ACM Trans. Inf. Syst., 2024)

Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation. - Yu Zhang; Zhiyong Cheng 001; Fan Liu 008; Xun Yang 001; Yuxin Peng (Inf. Process. Manag., 2024)

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation. - Lei Guo 008; Hao Liu 078; Lei Zhu 002; Weili Guan; Zhiyong Cheng 001 (ACM Trans. Inf. Syst., 2024)

Cluster-Based Graph Collaborative Filtering. - Fan Liu 008; Shuai Zhao; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2024)

Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. - Zhiyong Cheng 001; Jianhua Dong; Fan Liu 008; Lei Zhu 002; Xun Yang 001; Meng Wang 001 (Trans. Recomm. Syst., 2024)

Pseudo-Label Guided Object Detection in Sparsely Annotated Underwater Optical Images. - Gangqi Chen; Zhaoyong Mao; Junge Shen; Zhiyong Cheng 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Graph-Structured Driven Dual Adaptation for Mitigating Popularity Bias. - Miaomiao Cai; Lei Chen 051; Yifan Wang 017; Zhiyong Cheng 001; Min Zhang 006; Meng Wang 001 (CoRR, 2025)

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. - Fan Liu 008; Yaqi Liu; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2025)

Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation. - Ziang Lu; Lei Guo 008; Xu Yu 001; Zhiyong Cheng 001; Xiaohui Han; Lei Zhu 002 (ACM Trans. Inf. Syst., 2025)

User Invariant Preference Learning for Multi-Behavior Recommendation. - Mingshi Yan; Zhiyong Cheng 001; Fan Liu 008; Yingda Lyu; Yahong Han (ACM Trans. Inf. Syst., 2025)

I3-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation. - Huilin Chen 002; Miaomiao Cai; Fan Liu 008; Zhiyong Cheng 001; Richang Hong; Meng Wang 001 (CoRR, 2025)